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H. Abbass,
N. Hoai, and R. McKay.
Anttag: A new method to compose computer
programs using colonies of ants. In IEEE
Congress on Evolutionary Computation, 2002., 2002. URL http://citeseer.ist.psu.edu/abbass02anttag.html.
A.-C.
Achilles and P. Ortyl. The Collection of
Computer Science Bibliographies, 1995-2008.
URL http://liinwww.ira.uka.de/bibliography/.
G. Adorni, S. Cagnoni, and M. Mordonini. Efficient low-level vision program
design using sub-machine-code genetic programming. In M. Gori,
editor, AIIA
2002, Workshop sulla Percezione e Visione nelle Macchine,
Siena, Italy, 10-13 September 2002. URL
http://www-dii.ing.unisi.it/aiia2002/paper/PERCEVISIO/ adorni-aiia02.pdf%.
GPBiB
A. Agapitos,
J. Togelius, and S. M.
Lucas. Multiobjective techniques for the use of
state in genetic programming applied to simulated car racing. In D. Srinivasan and L. Wang,
editors, 2007 IEEE Congress on Evolutionary
Computation, pages
1562-1569, Singapore, 25-28 September 2007. IEEE Computational
Intelligence Society, IEEE Press. ISBN
1-4244-1340-0. GPBiB
S. H. Al-Sakran, J. R. Koza, and
L. W. Jones. Automated re-invention of a
previously patented optical lens system
using genetic programming. In M. Keijzer, et al., editors, Proceedings of
the 8th European Conference on Genetic Programming,
volume 3447 of Lecture Notes in Computer
Science, pages 25-37, Lausanne, Switzerland,
30 March - 1 April 2005. Springer. ISBN
3-540-25436-6. URL http://springerlink.metapress.
com/openurl.asp?genre=article&issn=0302-9%743&volume=3447&spage=25. GPBiB
R. Aler,
D. Borrajo, and P. Isasi.
Using genetic programming to learn and improve
control knowledge. Artificial Intelligence, 141(1-2):29-56, October 2002. URL http:
//scalab.uc3m.es/~dborrajo/papers/aij-evock.ps.gz.
GPBiB
J. Allen,
H. M. Davey, D. Broadhurst,
J. K. Heald, J. J.
Rowland, S. G. Oliver, and
D. B. Kell. High-throughput classification
of yeast mutants for functional genomics
using metabolic footprinting. Nature
Biotechnology, 21(6):692-696, June 2003. URL
http://dbkgroup.org/Papers/NatureBiotechnology21(692-696).pdf. GPBiB
L. Alonso
and R. Schott.
Random Generation of Trees. Kluwer Academic
Publishers, Boston, MA, USA, 1995. ISBN
0-7923-9528-X.
L. Altenberg. Emergent phenomena in genetic programming. In
A. V. Sebald and
L. J. Fogel, editors,
Evolutionary Programming -- Proceedings of the Third Annual
Conference, pages 233-241, San Diego, CA,
USA, 24-26 February 1994. World Scientific
Publishing. ISBN 981-02-1810-9. URL http://dynamics.org/~altenber/PAPERS/
EPIGP/. GPBiB
A. P. Alves da Silva and P. J.
Abrao. Applications of evolutionary computation in
electric power systems. In D. B. Fogel, et al., editors, Proceedings of
the 2002 Congress on Evolutionary
Computation CEC2002, pages 1057-1062. IEEE
Press, 2002. ISBN 0-7803-7278-6. GPBiB
D. Ando,
P. Dahlsted, M. Nordahl,
and H. Iba. Interactive GP with tree
representation of classical music pieces. In
M. Giacobini, et al.,
editors, Applications of Evolutionary Computing, EvoWorkshops2007: EvoCOMNET, EvoFIN, EvoIASP,
EvoInteraction, EvoMUSART, EvoSTOC,
EvoTransLog, volume 4448 of
LNCS, pages 577-584,
Valencia, Spain, 11-13 April 2007. Springer Verlag. GPBiB
D. Andre,
F. H. Bennett, III, and J. R.
Koza. Discovery by genetic programming of a
cellular automata rule that is better than any known rule for the
majority classification problem. In J. R. Koza, et al., editors, Genetic Programming 1996: Proceedings of the
First Annual Conference, pages 3-11,
Stanford University, CA, USA, 28-31 July 1996.
MIT Press. URL http://www.genetic-programming.com/jkpdf/gp1996gkl.pdf. GPBiB
D. Andre
and J. R. Koza. Parallel genetic
programming: A scalable implementation using
the transputer network architecture. In P. J.
Angeline and K. E. Kinnear, Jr.,
editors, Advances in Genetic Programming 2, chapter 16, pages 317-338.
MIT Press, Cambridge, MA, USA, 1996. ISBN
0-262-01158-1. GPBiB
D. Andre
and J. R. Koza. A parallel implementation of
genetic programming that achieves
super-linear performance. Information
Sciences, 106(3-4):201-218,
1998. ISSN 0020-0255. URL http://www.sciencedirect.com/science/article/
B6V0C-3TKS65B-21/2/22b9842%f820b08883990bbae1d889c03.
GPBiB
P. J. Angeline. An investigation into the sensitivity of
genetic programming to the frequency of leaf
selection during subtree crossover. In J. R.
Koza, et al., editors,
Genetic Programming 1996: Proceedings of the First Annual Conference, pages 21-29, Stanford
University, CA, USA, 28-31 July 1996. MIT Press. URL http://www. natural-selection.com/Library/1996/gp96.zip. GPBiB
P. J. Angeline. Subtree crossover: Building block engine or
macromutation? In J. R.
Koza, et al., editors,
Genetic Programming 1997: Proceedings of the Second Annual
Conference, pages 9-17, Stanford University,
CA, USA, 13-16 July 1997. Morgan Kaufmann.
GPBiB
P. J.
Angeline and K. E. Kinnear, Jr., editors. Advances in Genetic Programming
2. MIT Press, Cambridge, MA, USA, 1996. ISBN
0-262-01158-1. URL http:
//www.cs.bham.ac.uk/~wbl/aigp2.html.
GPBiB
P. J.
Angeline and J. B. Pollack. The evolutionary
induction of subroutines. In Proceedings of
the Fourteenth Annual Conference of the Cognitive Science Society, pages 236-241, Bloomington,
Indiana, USA, 1992. Lawrence Erlbaum. URL http:
//www.demo.cs.brandeis.edu/papers/glib92.pdf.
GPBiB
L. Araujo.
Multiobjective genetic programming for natural language parsing and
tagging. In T. P.
Runarsson, et al., editors,
Parallel Problem Solving from Nature - PPSN
IX, volume 4193 of
LNCS, pages 433-442, Reykjavik, Iceland,
9-13 September 2006. Springer-Verlag. ISBN
3-540-38990-3. URL http://ppsn2006.raunvis.hi.is/
proceedings/055.pdf. GPBiB
V. Arkov,
C. Evans, P. J.
Fleming, D. C. Hill, J. P.
Norton, I. Pratt, D. Rees,
and K. Rodriguez-Vazquez.
System identification strategies applied to aircraft gas turbine engines. Annual Reviews in
Control, 24(1):67-81,
2000. URL http://www.sciencedirect.com/science/article/B6V0H-482MDPD-8/2/ dd470648%e2228c84efe7e14ca3841b7e.
GPBiB
M. P.
Austin, G. Bates, M. A. H. Dempster, V. Leemans, and
S. N. Williams. Adaptive
systems for foreign exchange trading.
Quantitative Finance, 4(4):37-45, August
2004. ISSN 1469-7688. URL http://www-cfr.jbs.cam.ac.uk/archive/PRESENTATIONS/ seminars/2006/dempst%er2.pdf.
GPBiB
Y. Azaria
and M. Sipper. GP-gammon: Genetically
programming backgammon players. Genetic
Programming and Evolvable Machines,
6(3):283-300, September 2005a. ISSN
1389-2576. URL http://www.cs.bgu.ac.il/~sipper/papabs/gpgammon.pdf. Published online: 12 August
2005. GPBiB
Y. Azaria
and M. Sipper. Using GP-gammon: Using
genetic programming to evolve backgammon
players. In M. Keijzer, et al.,
editors, Proceedings of the 8th European Conference on Genetic Programming,
volume 3447 of Lecture Notes in Computer Science, pages 132-142,
Lausanne, Switzerland, 30 March - 1 April 2005b. Springer.
ISBN 3-540-25436-6. URL http://springerlink.metapress.com/openurl.asp? genre=article&issn=0302-9%743&volume=3447&spage=132. GPBiB
V. Babovic. Emergence, evolution, intelligence; Hydroinformatics - A
study of distributed and decentralised
computing using intelligent agents. A. A.
Balkema Publishers, Rotterdam, Holland,
1996. ISBN 90-5410-404-X. GPBiB
M. Bader-El-Den and R. Poli.
Generating sat local-search heuristics using a gp
hyper-heuristic framework. In Proceedings
of Evolution Artificielle, October 2007a.
M. B.
Bader-El-Den and R. Poli. A GP-based
hyper-heuristic framework for evolving 3-SAT
heuristics. In D. Thierens, et al.,
editors, GECCO '07: Proceedings of the 9th annual conference on Genetic and evolutionary
computation, volume 2,
pages 1749-1749, London, 7-11 July 2007b.
ACM Press. URL http://www.cs.bham.ac.uk/
~wbl/biblio/gecco2007/docs/p1749.pdf.
GPBiB
K. M. S. Badran and P. I. Rockett.
The roles of diversity preservation and mutation in
preventing population collapse in multiobjective genetic programming.
In D. Thierens,
et al., editors,
GECCO '07: Proceedings of the 9th annual conference on Genetic and evolutionary computation,
volume 2, pages 1551-1558, London, 7-11 July
2007. ACM Press. URL http://www.cs.bham.ac.uk/~wbl/biblio/gecco2007/docs/p1551.pdf. GPBiB
W. Bains,
R. Gilbert, L. Sviridenko,
J.-M. Gascon, R. Scoffin, K. Birchall,
I. Harvey, and J. Caldwell. Evolutionary computational methods to predict
oral bioavailability QSPRs.
Current Opinion in Drug Discovery and Development,
5(1):44-51, January 2002. GPBiB
J. E. Baker. Reducing bias and inefficiency in the selection
algorithm. In J. J.
Grefenstette, editor, Proceedings of the
Second International Conference on Genetic
Algorithms and their Application, pages
14-21, Cambridge, MA, USA, 1987. Lawrence
Erlbaum Associates. ISBN 0-8058-0158-8.
J. Balic. Flexible Manufacturing Systems; Development - Structure
- Operation - Handling - Tooling. Manufacturing technology. DAAAM International, Vienna,
1999. ISBN 3-901509-03-8. GPBiB
S. Baluja
and R. Caruana. Removing the genetics from
the standard genetic algorithm. In A. Prieditis and S. Russell,
editors, Machine Learning: Proceedings of
the Twelfth International Conference, pages 38-46. Morgan Kaufmann Publishers, San Francisco, CA, 1995.
W. Banzhaf and W. B. Langdon.
Some considerations on the reason for bloat.
Genetic Programming and Evolvable Machines, 3(1):81-91, March 2002. ISSN 1389-2576. URL http://web.cs.mun.ca/~banzhaf/papers/genp_bloat.pdf. GPBiB
W. Banzhaf.
Genetic programming for pedestrians. In S. Forrest,
editor, Proceedings of the 5th
International Conference on Genetic Algorithms, ICGA-93, page 628, University of Illinois at Urbana-Champaign,
17-21 July 1993. Morgan Kaufmann. URL
http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/ftp.io.com/ papers/GenProg_f%orPed.ps.Z.
GPBiB
W. Banzhaf, F. D. Francone, and
P. Nordin. The effect of extensive use of
the mutation operator on generalization in
genetic programming using sparse data sets.
In H.-M. Voigt, et al., editors,
Parallel Problem Solving from Nature IV, Proceedings
of the International Conference on Evolutionary Computation,
volume 1141 of LNCS, pages 300-309, Berlin, Germany, 22-26 September 1996.
Springer Verlag. ISBN 3-540-61723-X. GPBiB
W. Banzhaf,
P. Nordin, R. E.
Keller, and F. D. Francone.
Genetic Programming - An Introduction; On
the Automatic Evolution of Computer Programs and its
Applications. Morgan Kaufmann, San
Francisco, CA, USA, January 1998a. ISBN
1-55860-510-X. URL http://www.elsevier.com/wps/find/bookdescription.cws_ home/677869/descri%ption#description.
GPBiB
W. Banzhaf,
R. Poli, M. Schoenauer,
and T. C. Fogarty, editors.
Genetic Programming,
volume 1391 of LNCS,
Paris, 14-15 April 1998b. Springer-Verlag. ISBN
3-540-64360-5. URL http://www.springer.de/cgi-bin/search_book.pl?isbn= 3-540-64360-5. GPBiB
W. Banzhaf, J. Daida, A. E. Eiben, M. H. Garzon, V. Honavar, M. Jakiela, and R. E. Smith, editors.
GECCO-99: Proceedings of the Genetic and Evolutionary Computation Conference, Orlando, Florida,
USA, 13-17 July 1999. Morgan Kaufmann. ISBN
1-55860-611-4. URL http://www.amazon.com/exec/obidos/ASIN/1558606114/qid% 3D977054373/105-7%666192-3217523.
GPBiB
G. J.
Barlow. Design of autonomous navigation controllers for unmanned aerial
vehicles using multi-objective genetic programming. Master's thesis, North Carolina State
University, Raleigh, NC, USA, March 2004.
URL http://www.andrew.cmu.edu/user/gjb/includes/publications/ thesis/barlow2%004-thesis/barlow2004-thesis.pdf. GPBiB
S. J. Barrett. Recurring analytical problems within drug
discovery and development. In T. Scheffer
and U. Leser, editors,
Data Mining and Text Mining for Bioinformatics:
Proceedings of the European Workshop, pages
6-7, Dubrovnik, Croatia, 22 September 2003.
URL http://www2.informatik.hu-berlin.de/~scheffer/publications/ ProceedingsW%S2003.pdf.
Invited talk. GPBiB
S. J.
Barrett and W. B. Langdon. Advances in the
application of machine learning techniques
in drug discovery, design and development. In A. Tiwari,
et al., editors,
Applications of Soft Computing: Recent Trends,
Advances in Soft Computing, pages 99-110, On
the World Wide Web, 19 September - 7 October 2005 2006. Springer. ISBN ISBN 3-540-29123-7. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/
papers/barrett_2005_WSC.pdf%. GPBiB
T. Bartz-Beielstein.
Experimental research in evolutionary computation : the new
experimentalism. Springer, 2006.
F. H.
Bennett, III. Automatic creation of an efficient multi-agent
architecture using genetic programming with
architecture-altering operations. In J. R.
Koza, et al.,
editors, Genetic Programming 1996:
Proceedings of the First Annual Conference, pages 30-38, Stanford University, CA, USA, 28-31 July
1996. MIT Press. URL http://cognet.mit.edu/library/books/view?isbn=0262611279. GPBiB
F. H. Bennett, III, J. R. Koza,
J. Shipman, and O. Stiffelman.
Building a parallel computer system for
$18,000 that performs a half peta-flop per day. In W. Banzhaf, et al., editors,
Proceedings of the Genetic and Evolutionary Computation Conference, volume 2,
pages 1484-1490, Orlando, Florida, USA, 13-17 July 1999. Morgan Kaufmann. ISBN 1-55860-611-4. URL http://www.genetic-programming.com/
jkpdf/gecco1999beowulf.pdf. GPBiB
H.-G. Beyer, U.-M.
O'Reilly, D. V. Arnold, W. Banzhaf,
C. Blum, E. W.
Bonabeau, E. Cantu-Paz,
D. Dasgupta, K. Deb,
J. A. Foster, E. D.
de Jong, H. Lipson,
X. Llora, S. Mancoridis, M. Pelikan, G. R. Raidl, T. Soule, A. M. Tyrrell, J.-P. Watson, and
E. Zitzler, editors.
GECCO 2005: Proceedings of the 2005 conference on Genetic
and evolutionary computation, Washington DC,
USA, 25-29 June 2005. ACM Press. ISBN
1-59593-010-8. URL http://portal.acm.org/citation.cfm?id=1068009&jmp=
cit&coll=GUIDE&dl=GUI%DE&CFID=48779769&CFTOKEN=55479664#supp. GPBiB
B. Bhanu,
Y. Lin, and K. Krawiec. Evolutionary Synthesis of Pattern Recognition Systems. Monographs in
Computer Science. Springer-Verlag, New York, 2005.
ISBN 0-387-21295-7. URL http://www.springer.com/west/home/computer/imaging?
SGWID=4-149-22-39144%807-detailsPage=ppmmedia|aboutThisBook. GPBiB
A. S.
Bickel and R. W. Bickel. Tree structured
rules in genetic algorithms. In J. J. Grefenstette, editor,
Genetic Algorithms and their Applications: Proceedings
of the second International Conference on Genetic Algorithms, pages 77-81, MIT, Cambridge,
MA, USA, 28-31 July 1987. Lawrence Erlbaum Associates. GPBiB
S. Bleuler, M. Brack, L. Thiele, and E. Zitzler.
Multiobjective genetic programming: Reducing
bloat using SPEA2. In Proceedings of the
2001 Congress on Evolutionary Computation
CEC2001, pages 536-543, COEX, World Trade
Center, 159 Samseong-dong, Gangnam-gu,
Seoul, Korea, 27-30 May 2001. IEEE Press. ISBN
0-7803-6658-1. URL ftp://ftp.tik.ee.ethz.ch/pub/people/zitzler/BBTZ2001b. ps.gz. GPBiB
T. Blickle. Theory of Evolutionary Algorithms and Application to
System Synthesis.
PhD thesis, Swiss Federal Institute of Technology, Zurich, November
1996. URL http://www.handshake.de/user/blickle/publications/diss.pdf. GPBiB
W. Bohm
and A. Geyer-Schulz. Exact uniform
initialization for genetic programming. In
R. K. Belew and M. Vose,
editors, Foundations of Genetic Algorithms
IV, pages
379-407, University of San Diego, CA, USA, 3-5 August 1996. Morgan
Kaufmann. ISBN 1-55860-460-X. GPBiB
C. C. Bojarczuk, H. S. Lopes, and
A. A. Freitas. Genetic programming for
knowledge discovery in chest-pain diagnosis. IEEE Engineering in Medicine and Biology
Magazine, 19(4):38-44, July-August 2000.
ISSN 0739-5175. URL http://ieeexplore.
ieee.org/iel5/51/18543/00853480.pdf.
GPBiB
P. A. N. Bosman and E. D. de Jong. Grammar transformations in an EDA for genetic programming. In R. Poli, et al., editors, GECCO 2004
Workshop Proceedings, Seattle,
Washington, USA, 26-30 June 2004a. URL http://www.cs.bham.ac.uk/~wbl/biblio/
gecco2004/WOBU001.pdf. GPBiB
P. A. N. Bosman and E. D. de Jong.
Learning probabilistic tree grammars for genetic
programming. In X. Yao, et al.,
editors, Parallel Problem Solving from
Nature - PPSN VIII,
volume 3242 of LNCS,
pages 192-201, Birmingham, UK, 18-22 September
2004b. Springer-Verlag. ISBN 3-540-23092-0. URL http://www.cs.uu.nl/~dejong/
publications/edagpppsn.pdf. GPBiB
A. Brabazon and M. O'Neill. Biologically Inspired Algorithms for Financial Modelling. Natural Computing Series.
Springer, 2006. ISBN 3-540-26252-0. GPBiB
M. Brameier
and W. Banzhaf. A comparison of linear
genetic programming and neural networks in
medical data mining. IEEE Transactions on
Evolutionary Computation,
5(1):17-26, February 2001. URL http://web.cs.mun.ca/~banzhaf/papers/ieee_
taec.pdf. GPBiB
M. Brameier and W. Banzhaf. Linear Genetic Programming.
Number XVI in Genetic and Evolutionary
Computation. Springer, 2007. ISBN 0-387-31029-0. URL http:
//www.springer.com/west/home/default?SGWID=4-40356-22-173660820-0. GPBiB
M. Brameier, J. Haan, A. Krings, and R. M. MacCallum.
Automatic discovery of cross-family sequence
features associated with protein function.
BMC bioinformatics [electronic resource], 7(16), January 12 2006. ISSN
1471-2105. URL http://www.
biomedcentral.com/content/pdf/1471-2105-7-16.pdf.
GPBiB
S. Brave.
Evolving recursive programs for tree search. In P. J.
Angeline and K. E.
Kinnear, Jr., editors, Advances in Genetic
Programming 2, chapter 10,
pages 203-220. MIT Press, Cambridge, MA,
USA, 1996. ISBN 0-262-01158-1. GPBiB
S. Brave and A. S. Wu, editors. Late Breaking Papers at the 1999 Genetic and
Evolutionary Computation Conference,
Orlando, Florida, USA, 13 July 1999. GPBiB
M. Brezocnik. Uporaba genetskega programiranja v inteligentnih
proizvodnih sistemih.
University of Maribor, Faculty of mechanical engineering, Maribor,
Slovenia, 2000. ISBN 86-435-0306-1. URL
http://maja.uni-mb.si/slo/Knjige/2000-03-mon/
index.htm. GPBiB
M. Brezocnik, J. Balic, and L. Gusel. Artificial intelligence approach to determination of flow curve. Journal for
technology of plasticity, 25(1-2):1-7, 2000.
ISSN 0350-2368. GPBiB
G. Buason,
N. Bergfeldt, and T. Ziemke.
Brains, bodies, and beyond: Competitive
co-evolution of robot controllers, morphologies and environments. Genetic Programming and
Evolvable Machines, 6(1):25-51, March 2005.
ISSN 1389-2576.
E. K.
Burke, M. R. Hyde, and G. Kendall.
Evolving bin packing heuristics with genetic
programming. In T. P. Runarsson, et al., editors, Parallel
Problem Solving from Nature - PPSN IX, volume 4193 of LNCS, pages 860-869, Reykjavik, Iceland, 9-13
September 2006. Springer-Verlag. ISBN 3-540-38990-3. URL http://www.cs.nott. ac.uk/~mvh/ppsn2006.pdf.
GPBiB
E. K.
Burke, G. Kendall, J. Newall,
E. Hart, P. Ross,
and S. Schulenburg.
Hyper-heuristics: an emerging direction in modern search technology. In
F. Glover and G. Kochenberger, editors,
Handbook of Metaheuristics, pages 457-474.
Kluwer Academic Publishers, 2003.
E. K.
Burke, M. R. Hyde, G. Kendall,
and J. Woodward. Automatic heuristic generation with genetic programming: evolving a
jack-of-all-trades or a master of one. In D. Thierens, et al., editors, GECCO '07: Proceedings of the 9th annual conference on Genetic and evolutionary computation,
volume 2, pages 1559-1565, London, 7-11 July 2007. ACM Press. URL http://www.cs.bham.ac.uk/~wbl/biblio/gecco2007/ docs/p1559.pdf. GPBiB
B. F.
Buxton, W. B. Langdon, and S. J.
Barrett. Data fusion by intelligent classifier
combination. Measurement and Control, 34(8):229-234, October 2001. URL http:
//www.cs.ucl.ac.uk/staff/W.Langdon/mc/.
GPBiB
W. Cai,
A. Pacheco-Vega, M. Sen,
and K. T. Yang. Heat transfer correlations
by symbolic regression.
International Journal of Heat and Mass Transfer,
49(23-24): 4352-4359, November 2006. GPBiB
E. Cantú-Paz, J. A. Foster, K. Deb, L. Davis, R. Roy,
U.-M. O'Reilly, H.-G. Beyer, R. K.
Standish, G. Kendall, S. W.
Wilson, M. Harman, J. Wegener,
D. Dasgupta, M. A. Potter, A. C. Schultz, K. A. Dowsland, N. Jonoska, and
J. F. Miller, editors.
Genetic and Evolutionary Computation - GECCO 2003, Part I,
volume 2723 of Lecture Notes in Computer
Science, Chicago, IL, USA, 12-16 July 2003.
Springer. ISBN 3-540-40602-6. GPBiB
F. Castillo, A. Kordon, and G. Smits. Robust pareto front genetic programming parameter selection based on design of experiments and
industrial data. In R. L. Riolo,
et al., editors,
Genetic Programming Theory and Practice IV,
volume 5 of
Genetic and Evolutionary Computation, chapter 2, pages -.
Springer, Ann Arbor, 11-13 May 2006a. ISBN
0-387-33375-4. GPBiB
F. Castillo,
A. Kordon, G. Smits,
B. Christenson, and D. Dickerson.
Pareto front genetic programming parameter
selection based on design of experiments and industrial
data. In M. Keijzer, et al.,
editors, GECCO 2006: Proceedings of the 8th
annual conference on Genetic and
evolutionary computation, volume 2,
pages 1613-1620, Seattle, Washington, USA,
8-12 July 2006b. ACM Press. ISBN 1-59593-186-4. URL http://www.cs.bham.ac.uk/~wbl/biblio/gecco2006/docs/p1613.pdf. GPBiB
M. Chami and D. Robilliard.
Inversion of oceanic constituents in case I and II waters with genetic programming algorithms.
Applied Optics, 41(30):6260-6275, October
2002. URL http://ao.osa.org/ViewMedia.cfm?id=70258&seq=0. GPBiB
A. Channon.
Unbounded evolutionary dynamics in a system of agents that actively process and transform their environment.
Genetic Programming and Evolvable Machines, 7(3):253-281, October 2006. ISSN 1389-2576.
D. L.
Chao and S. Forrest. Information immune
systems. Genetic Programming and Evolvable Machines,
4(4):311-331, December 2003. ISSN 1389-2576.
S. M.
Cheang, K. S. Leung, and K. H.
Lee. Genetic parallel programming: Design
and implementation. Evolutionary
Computation, 14(2):129-156, Summer 2006.
ISSN 1063-6560. GPBiB
K. Chellapilla. Evolving computer programs without subtree
crossover. IEEE
Transactions on Evolutionary Computation,
1(3):209-216, September 1997a. GPBiB
K. Chellapilla. Evolutionary programming with tree
mutations: Evolving computer programs
without crossover. In J. R. Koza, et al., editors, Genetic
Programming 1997: Proceedings of the Second
Annual Conference, pages 431-438, Stanford
University, CA, USA, 13-16 July 1997b.
Morgan Kaufmann.
S.-H. Chen,
editor. Genetic Algorithms and Genetic
Programming in Computational Finance. Kluwer Academic Publishers, Dordrecht, July 2002. ISBN 0-7923-7601-3. URL http://www.springer.com/west/home/business?SGWID= 4-40517-22-33195998-de%tailsPage=ppmmedia|toc. GPBiB
S.-H. Chen, J. Duffy, and C.-H. Yeh. Equilibrium selection via
adaptation: Using genetic programming to
model learning in a coordination game. The
Electronic Journal of Evolutionary Modeling
and Economic Dynamics, 15 January 2002. ISSN
1298-0137. GPBiB
S.-H. Chen and
C.-C. Liao. Agent-based computational modeling of the
stock price-volume relation. Information
Sciences, 170(1):75-100, 18 February 2005. URL http://www.sciencedirect.com/science/article/B6V0C-4B3JHTS-6/2/ 9e023835%b1c70f176d1903dd3a8b638e.
GPBiB
S.-H.
Chen, H.-S. Wang, and B.-T. Zhang. Forecasting high-frequency financial
time series with evolutionary neural trees:
The case of heng-sheng stock index. In H. R.
Arabnia, editor,
Proceedings of the International Conference on Artificial Intelligence,
IC-AI '99,
volume 2, pages 437-443, Las Vegas, Nevada,
USA, 28 June-1 July 1999. CSREA Press. ISBN
1-892512-17-3. URL http://bi.snu.ac.kr/Publications/Conferences/
International/ICAI99.ps. GPBiB
D. M.
Chitty. A data parallel approach to genetic programming using
programmable graphics hardware. In D. Thierens, et al., editors, GECCO '07: Proceedings of the
9th annual conference on Genetic and evolutionary computation, volume 2, pages
1566-1573, London, 7-11 July 2007. ACM Press. URL http://www.cs.bham.ac.uk/
~wbl/biblio/gecco2007/docs/p1566.pdf.
GPBiB
S.-B. Cho, N. X. Hoai, and Y. Shan, editors. Proceedings of The First Asian-Pacific
Workshop on Genetic Programming, Rydges
(lakeside) Hotel, Canberra, Australia, 8
December 2003. ISBN 0-9751724-0-9. GPBiB
F. S.
Chong and W. B. Langdon. Java based
distributed genetic programming on the
internet. In W. Banzhaf, et al.,
editors, Proceedings of the Genetic and
Evolutionary Computation Conference, volume 2, page 1229, Orlando,
Florida, USA, 13-17 July 1999. Morgan
Kaufmann. ISBN 1-55860-611-4. URL http://www.cs.ucl.ac.uk/
staff/W.Langdon/ftp/papers/p.chong/DGPposter.pd%f.
Full text in technical report CSRP-99-7.
GPBiB
V. Ciesielski
and X. Li. Analysis of genetic programming
runs. In R. I. Mckay and
S.-B. Cho, editors, Proceedings of The
Second Asian-Pacific Workshop on Genetic
Programming, Cairns, Australia, 6-7 December
2004. URL http://goanna.cs.rmit.
edu.au/~xiali/pub/ai04.vc.pdf. GPBiB
R. Cilibrasi, P. Vitanyi, and R. de Wolf. Algorithmic clustering of music based on string compression. Computer
Music Journal, 28(4):49-67, Winter 2004. URL
http://homepages.cwi.nl/~paulv/papers/music.pdf. GPBiB
R. Cilibrasi and P. M. B. Vitanyi. Clustering by compression.
IEEE Transactions on Information Theory, 51(4):1523-1545, April 2005. URL http://homepages.cwi.nl/
~paulv/papers/cluster.pdf. GPBiB
J. Clegg,
J. A. Walker, and J. F.
Miller. A new crossover technique for cartesian
genetic programming. In D. Thierens, et al., editors, GECCO '07:
Proceedings of the 9th annual conference on
Genetic and evolutionary computation, volume 2, pages 1580-1587, London,
7-11 July 2007. ACM Press. URL http://www.cs.bham.ac.uk/
~wbl/biblio/gecco2007/docs/p1580.pdf.
GPBiB
P. Collet.
Genetic programming. In J.-P. Rennard, editor,
Handbook of Research on Nature-Inspired
Computing for Economics and Management,
volume I, chapter V, pages 59-73. Idea Group Inc., 1200 E. Colton Ave, 2007.
ISBN 1-59140-984-5. GPBiB
P. Collet,
M. Tomassini, M. Ebner,
S. M. Gustafson, and A. Ekárt, editors. Proceedings of the 9th European Conference on Genetic Programming, volume 3905 of Lecture Notes in Computer Science,
Budapest, Hungary, 10 - 12 April 2006. Springer.
ISBN 3-540-33143-3. URL http://www.springerlink.com/openurl.asp?genre= issue&issn=0302-9743&volu%me=3905.
GPBiB
R. J.
Collins. Studies in Artificial Evolution. PhD thesis, UCLA, Artificial Life
Laboratory, Department of Computer Science, University of California,
Los Angeles, LA CA 90024, USA, 1992.
O. Cordon, E. Herrera-Viedma, and
M. Luque. Evolutionary learning of boolean
queries by multiobjective genetic
programming. In J. J. Merelo-Guervos, et al., editors, Parallel
Problem Solving from Nature - PPSN VII,
number 2439 in Lecture Notes in Computer
Science, LNCS, pages 710-719, Granada, Spain, 7-11 September 2002. Springer-Verlag. ISBN 3-540-44139-5. URL http://link.springer.de/link/
service/series/0558/bibs/2439/24390710.htm%.
GPBiB
F. Corno,
E. Sanchez, and G. Squillero.
Evolving assembly programs: how games help
microprocessor validation. Evolutionary
Computation, IEEE Transactions on, 9(6): 695-706, 2005.
D. Costelloe
and C. Ryan. Towards models of user
preferences in interactive musical
evolution. In D. Thierens, et al.,
editors, GECCO '07: Proceedings of the 9th
annual conference on Genetic and
evolutionary computation, volume 2,
pages 2254-2254, London, 7-11 July 2007. ACM
Press. URL http://www.cs.bham.ac.uk/~wbl/biblio/
gecco2007/docs/p2254.pdf. GPBiB
N. L.
Cramer. A representation for the adaptive generation of simple
sequential programs. In J. J.
Grefenstette, editor, Proceedings of an
International Conference on Genetic
Algorithms and the Applications, pages
183-187, Carnegie-Mellon University,
Pittsburgh, PA, USA, 24-26 July 1985. URL http://www.sover.net/~nichael/
nlc-publications/icga85/index.html.
GPBiB
E. F.
Crane and N. F. McPhee. The effects of size
and depth limits on tree based genetic
programming. In T. Yu, et al.,
editors, Genetic Programming Theory and
Practice III,
volume 9 of
Genetic Programming, chapter 15,
pages 223-240. Springer, Ann Arbor, 12-14
May 2005. ISBN 0-387-28110-X. GPBiB
R. Crawford-Marks and L. Spector.
Size control via size fair genetic operators in
the PushGP genetic programming system. In W. B.
Langdon, et al., editors,
GECCO 2002: Proceedings of the Genetic and Evolutionary Computation
Conference, pages
733-739, New York, 9-13 July 2002. Morgan Kaufmann Publishers. ISBN 1-55860-878-8. URL http://alum.hampshire.edu/~rpc01/gp234.pdf. GPBiB
R. L.
Crepeau. Genetic evolution of machine language software. In J. P. Rosca, editor, Proceedings
of the Workshop on Genetic Programming: From Theory to Real-World Applications, pages 121-134,
Tahoe City, California, USA, 9 July 1995. URL http:
//www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/GEMS_Article.pdf. GPBiB
R. Curry,
P. Lichodzijewski, and M. I.
Heywood. Scaling genetic programming to large
datasets using hierarchical dynamic subset selection.
IEEE Transactions on Systems, Man, and
Cybernetics: Part B - Cybernetics,
37(4):1065-1073, August 2007. ISSN
1083-4419. URL http://www.cs.dal.ca/~mheywood/X-files/GradPubs.html#curry. GPBiB
J. M.
Daida, A. M. Hilss, D. J.
Ward, and S. L. Long. Visualizing tree
structures in genetic programming. Genetic Programming and Evolvable Machines,
6(1):79-110, March 2005. ISSN 1389-2576.
GPBiB
J. M.
Daida, J. D. Hommes, T. F.
Bersano-Begey, S. J. Ross, and J. F. Vesecky. Algorithm
discovery using the genetic programming paradigm: Extracting
low-contrast curvilinear features from SAR
images of arctic ice. In P. J. Angeline and
K. E. Kinnear,
Jr., editors, Advances in Genetic
Programming 2, chapter 21,
pages 417-442. MIT Press, Cambridge, MA,
USA, 1996. ISBN 0-262-01158-1. URL http:
//sitemaker.umich.edu/daida/files/GP2_cha21.pdf.
GPBiB
C. Darwin. The Origin of Species. John
Murray, penguin classics, 1985 edition, 1859.
ISBN 0-14-043205-1.
E. Dassau,
B. Grosman, and D. R.
Lewin. Modeling and temperature control of rapid
thermal processing. Computers and Chemical
Engineering, 30(4):686-697, 15 February 2006. URL http://tx.technion.ac.il/~dlewin/publications/rtp_paper_v9.pdf. GPBiB
T. E.
Davis and J. C. Principe. A Markov chain
framework for the simple genetic algorithm. Evolutionary Computation,
1(3):269-288, 1993.
J. P.
Day, D. B. Kell, and G. W.
Griffith. Differentiation of phytophthora infestans
sporangia from other airborne biological particles by flow cytometry. Applied and Environmental
Microbiology, 68(1):37-45, January 2002. URL
http://intl-aem.
asm.org/cgi/reprint/68/1/37.pdf. GPBiB
J. S.
de Bonet, C. L.
Isbell, Jr., and P. Viola. MIMIC: Finding
optima by estimating probability densities.
In M. C. M. et.
al., editor, Advances in Neural Information Processing Systems, volume 9, page 424. MIT Press, 1997. URL http://citeseer.
ist.psu.edu/debonet96mimic.html.
E. D.
de Jong and J. B. Pollack. Multi-objective
methods for tree size control. Genetic Programming and Evolvable Machines,
4(3):211-233, September 2003. ISSN 1389-2576.
URL http://www.cs.uu.nl/~dejong/publications/bloat.ps. GPBiB
E. D.
de Jong, R. A. Watson, and J. B.
Pollack. Reducing bloat and promoting diversity
using multi-objective methods. In L. Spector,
et al., editors,
Proceedings of the Genetic and Evolutionary
Computation Conference (GECCO-2001), pages
11-18, San Francisco, California, USA, 7-11
July 2001. Morgan Kaufmann. ISBN 1-55860-774-9.
URL http://www.demo.cs.brandeis.edu/papers/rbpd_gecco01.pdf. GPBiB
J. S.
de Sousa, L. de C. T. Gomes, G. B.
Bezerra, L. N. de Castro, and F. J.
Von Zuben. An immune-evolutionary algorithm
for multiple rearrangements of gene expression
data. Genetic Programming and Evolvable
Machines, 5(2):157-179, June 2004. ISSN 1389-2576. GPBiB
C. De Stefano, A. D. Cioppa, and
A. Marcelli. Character preclassification based on genetic programming.
Pattern Recognition Letters,
23(12):1439-1448, 2002. URL http://www.sciencedirect.com/science/article/B6V15-45J91MV-4/2/ 3e5c2ac0%c51428d0f7ea9fc0142f6790.
GPBiB
K. Deb. Multi-objective
optimization using evolutionary algorithms.
Wiley, 2001.
K. Deb,
S. Agrawal, A. Pratap,
and T. Meyarivan. A fast elitist
non-dominated sorting genetic algorithm for
multi-objective optimisation: Nsga-ii. In
PPSN VI: Proceedings of the 6th
International Conference on Parallel Problem Solving from Nature, pages 849-858, London, UK,
2000. Springer-Verlag. ISBN 3-540-41056-2.
K. Deb,
R. Poli, W. Banzhaf,
H.-G. Beyer, E. Burke,
P. Darwen, D. Dasgupta,
D. Floreano, J. Foster,
M. Harman, O. Holland, P. L. Lanzi, L. Spector,
A. Tettamanzi, D. Thierens,
and A. Tyrrell, editors.
Genetic and Evolutionary Computation -
GECCO-2004, Part I, volume 3102 of Lecture Notes in Computer
Science, Seattle, WA, USA, 26-30 June 2004.
Springer-Verlag. ISBN 3-540-22344-4. URL
http://www.springerlink.com/content/978-3-540-22344-3. GPBiB
M. Defoin
Platel, M. Clergue, and P. Collard.
Maximum homologous crossover for linear
genetic programming. In C. Ryan, et al., editors, Genetic
Programming, Proceedings of EuroGP'2003, volume 2610 of LNCS, pages 194-203, Essex, 14-16 April 2003.
Springer-Verlag. ISBN 3-540-00971-X. URL http://www.i3s.unice.fr/~defoin/
publications/eurogp_03.pdf. GPBiB
M. A. H. Dempster and C. M. Jones. A
real-time adaptive trading system using genetic
programming. Quantitative Finance, 1:397-413, 2000. URL http://mahd-pc.jbs.
cam.ac.uk/archive/PAPERS/2000/geneticprogramming.pdf%.
GPBiB
M. A. H.
Dempster, T. W. Payne, Y. Romahi,
and G. W. P.
Thompson. Computational learning techniques
for intraday FX trading using popular technical indicators.
IEEE Transactions on Neural Networks, 12(4):744-754, July 2001. ISSN 1045-9227. URL http://mahd-pc.jbs.cam.ac.uk/archive/PAPERS/2000/ieeetrading.pdf. GPBiB
L. Deschaine.
Using information fusion, machine learning, and global optimisation to increase the accuracy of finding and understanding
items interest in the subsurface. GeoDrilling International,
(122):30-32, May 2006. URL http://www.
mining-journal.com/gdi_magazine/pdf/GDI0605scr.pdf.
GPBiB
L. M. Deschaine, R. A. Hoover, J. N. Skibinski, J. J. Patel, F. Francone, P. Nordin, and M. J. Ades. Using machine
learning to compliment and extend the accuracy of
UXO discrimination beyond the best reported results of the jefferson
proving ground technology demonstration. In 2002 Advanced Technology Simulation Conference, San Diego,
CA, USA, 14-18 April 2002. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/
papers/deschaine/ASTC_2002_%UXOFinder_Invention_Paper.pdf. GPBiB
L. M. Deschaine, J. J. Patel, R. D. Guthrie, J. T. Grimski, and
M. J. Ades. Using linear
genetic programming to develop a C/C++ simulation model of a waste
incinerator. In M. Ades,
editor, Advanced Technology Simulation
Conference, Seattle, 22-26 April
2001. URL http://www.aimlearning.com/Environmental.Engineering.pdf. GPBiB
P. D'haeseleer. Context preserving crossover in genetic
programming. In Proceedings
of the 1994 IEEE World Congress on Computational Intelligence, volume 1, pages
256-261, Orlando, Florida, USA, 27-29 June 1994. IEEE Press. URL
http://www.
cs.ucl.ac.uk/staff/W.Langdon/ftp/ftp.io.com/papers/WCCI94_CP%C.ps.Z. GPBiB
P. D'haeseleer and J. Bluming.
Effects of locality in individual and population evolution.
In K. E. Kinnear, Jr., editor,
Advances in Genetic Programming, chapter 8, pages 177-198. MIT Press,
1994. URL http://cognet.mit.edu/library/books/view?isbn= 0262111888. GPBiB
S. Dignum
and R. Poli. Generalisation of the limiting
distribution of program sizes in tree-based
genetic programming and analysis of its effects on bloat. In D. Thierens, et al.,
editors, GECCO '07: Proceedings of the 9th
annual conference on Genetic and
evolutionary computation, volume 2,
pages 1588-1595, London, 7-11 July 2007. ACM
Press. URL http://www.cs.bham.ac.uk/~wbl/biblio/gecco2007/docs/p1588.pdf. GPBiB
C. Dimopoulos. A genetic programming methodology for the
solution of the multi-objective
cell-formation problem. In H.-D. Cheng, editor,
Proceedings of the 8th Joint Conference in
Information Systems (JCIS 2005), pages
1487-1494, Salt Lake City, USA, 21-25 July
2005. GPBiB
J. U.
Dolinsky, I. D. Jenkinson, and G. J. Colquhoun. Application of genetic
programming to the calibration of industrial robots.
Computers in Industry, 58(3):
255-264, April 2007. ISSN 0166-3615. GPBiB
R. P.
Domingos, R. Schirru, and A. S.
Martinez. Soft computing systems applied to
PWR's xenon. Progress in Nuclear Energy, 46(3-4):297-308, 2005. GPBiB
M. Dorigo and T. Stützle. Ant Colony Optimization. MIT
Press (Bradford Books), 2004.
D. C. Dracopoulos. Evolutionary
Learning Algorithms for Neural Adaptive Control. Perspectives in Neural Computing. Springer Verlag, P.O.
Box 31 13 40, D-10643 Berlin, Germany,
August 1997. ISBN 3-540-76161-6. URL http://www.springer.
de/catalog/html-files/deutsch/comp/3540761616.html.
GPBiB
S. Draves. The electric sheep.
SIGEVOlution, 1(2):10-16, 2006. ISSN
1931-8499.
S. Droste,
T. Jansen, G. Rudolph,
H.-P. Schwefel, K. Tinnefeld, and I. Wegener. Theory of
evolutionary algorithms and genetic programming. In H.-P. Schwefel, et al., editors,
Advances in Computational Intelligence: Theory and Practice,
Natural Computing Series, chapter 5, pages 107-144. Springer, 2003. ISBN 3-540-43269-8.
GPBiB
M. Ebner,
M. Reinhardt, and J. Albert.
Evolution of vertex and pixel shaders. In M. Keijzer, et al., editors, Proceedings of the 8th European Conference on Genetic Programming, volume
3447 of Lecture Notes in Computer Science, pages 261-270, Lausanne,
Switzerland, 30 March - 1 April 2005. Springer. ISBN
3-540-25436-6. URL http://springerlink.metapress.com/openurl.asp?genre= article&issn=0302-9%743&volume=3447&spage=261. GPBiB
M. Ebner,
M. O'Neill, A. Ekárt, L. Vanneschi, and A. I. Esparcia-Alcázar, editors. Proceedings of the 10th European Conference on Genetic
Programming, volume 4445 of
Lecture Notes in Computer Science, Valencia,
Spain, 11 - 13 April 2007. Springer. ISBN
3-540-71602-5. URL http://www.springerlink.com/content/978-3-540-71602-0/. GPBiB
EC-Digest, 1985-2008.
URL http://ec-digest.research.ucf.edu/.
A. E.
Eiben and J. E. Smith.
Introduction to Evolutionary Computing.
Springer, 2003. ISBN 3-540-40184-9. GPBiB
A. Ekart
and S. Z. Nemeth. Selection based on the
pareto nondomination criterion for
controlling code growth in genetic programming.
Genetic Programming and Evolvable Machines, 2(1):61-73, March 2001. ISSN 1389-2576. GPBiB
S. E.
Eklund. A massively parallel architecture for linear machine code
genetic programming. In Y. Liu,
et al., editors,
Evolvable Systems: From Biology to
Hardware: Proceedings of 4th International Conference, ICES 2001, volume 2210 of
Lecture Notes in Computer Science, pages
216-224, Tokyo, Japan, October 3-5 2001.
Springer-Verlag. URL http://www.springerlink.com/openurl.asp?genre= article&issn=0302-9743&vo%lume=2210&spage=216. GPBiB
S. E. Eklund. A massively parallel GP engine in VLSI. In D. B. Fogel, et al., editors, Proceedings of the 2002 Congress on Evolutionary
Computation CEC2002, pages
629-633. IEEE Press, 2002. ISBN 0-7803-7278-6. GPBiB
S. E.
Eklund. A massively parallel architecture for distributed genetic
algorithms. Parallel
Computing, 30(5-6):647-676, 2004. URL
http://www.sciencedirect.com/science/
article/B6V12-4CDS49V-1/2/5ba1531e%ae2c9d8b336f1e90cc0ba5e9. GPBiB
D. I.
Ellis, D. Broadhurst, and R. Goodacre.
Rapid and quantitative detection of the
microbial spoilage of beef by fourier transform infrared spectroscopy
and machine learning.
Analytica Chimica Acta, 514(2):193-201,
2004. URL http://dbkgroup.
org/dave_files/ACAbeef04.pdf. GPBiB
D. I.
Ellis, D. Broadhurst, D. B.
Kell, J. J. Rowland, and R. Goodacre.
Rapid and quantitative detection of the
microbial spoilage of meat by fourier transform infrared
spectroscopy and machine learning. Applied
and Environmental Microbiology, 68(6): 2822-2828, June 2002. URL http://dbkgroup.org/Papers/app_%20env_microbiol_ 68_(2822).pdf. GPBiB
R. Eriksson
and B. Olsson. Adapting genetic regulatory
models by genetic programming. Biosystems, 76(1-3):217-227, 2004. URL http://www.sciencedirect.com/science/
article/B6T2K-4D09KY2-7/2/1abfe196%bb4afc60afc3311cadb75d66. GPBiB
A. I. Esparcia-Alcazar and K. C.
Sharman. Genetic programming techniques that evolve
recurrent neural networks architectures for signal processing. In IEEE Workshop on Neural
Networks for Signal Processing, Seiko,
Kyoto, Japan, September 1996. GPBiB
C. Evans,
P. J. Fleming, D. C.
Hill, J. P. Norton,
I. Pratt, D. Rees,
and K. Rodriguez-Vazquez. Application of
system identification techniques to aircraft
gas turbine engines. Control Engineering
Practice, 9(2):135-148,
2001. URL http://www.sciencedirect.com/science/article/B6V2H-4280YP2-3/1/ 24d44180%070f91dea854032d98f9187a.
GPBiB
F. Federman, G. Sparkman, and S. Watt. Representation of music in a learning classifier system utilizing bach chorales. In W. Banzhaf,
et al., editors,
Proceedings of the Genetic and Evolutionary
Computation Conference, volume 1,
page 785, Orlando, Florida, USA, 13-17 July
1999. Morgan Kaufmann. ISBN 1-55860-611-4.
M. J.
Felton. Survival of the fittest in drug design.
Modern Drug Discovery, 3(9):49-50, November/December 2000. ISSN 1532-4486. URL http://pubs.acs.org/subscribe/
journals/mdd/v03/i09/html/felton.html.
GPBiB
F. Fernandez,
J. M. Sanchez, M. Tomassini,
and J. A. Gomez. A parallel genetic programming tool based on PVM. In J. Dongarra,
et al., editors,
Recent Advances in Parallel Virtual Machine
and Message Passing Interface, Proceedings of the
6th European PVM/MPI Users' Group Meeting,
volume 1697 of Lecture Notes in
Computer Science, pages 241-248, Barcelona,
Spain, September 1999. Springer-Verlag. ISBN
3-540-66549-8. GPBiB
F. Fernandez, M. Tomassini, and
L. Vanneschi. An empirical study of
multipopulation genetic programming. Genetic Programming and Evolvable Machines,
4(1):21-51, March 2003. ISSN 1389-2576.
GPBiB
G. Folino,
C. Pizzuti, and G. Spezzano.
A scalable cellular implementation of parallel
genetic programming. IEEE Transactions on
Evolutionary Computation, 7(1):37-53, February 2003. GPBiB
J. A. Foster. Review: Discipulus: A commercial genetic
programming system. Genetic
Programming and Evolvable Machines,
2(2):201-203, June 2001. ISSN 1389-2576. GPBiB
J. A.
Foster, E. Lutton, J. Miller,
C. Ryan, and A. G. B. Tettamanzi, editors.
Genetic Programming, Proceedings of the 5th
European Conference, EuroGP 2002, volume 2278 of LNCS,
Kinsale, Ireland, 3-5 April 2002. Springer-Verlag. ISBN 3-540-43378-3.
GPBiB
F. D. Francone, M. Conrads, W. Banzhaf, and P. Nordin.
Homologous crossover in genetic programming.
In W. Banzhaf, et al.,
editors, Proceedings of the Genetic and Evolutionary Computation Conference,
volume 2, pages 1021-1026, Orlando, Florida, USA, 13-17 July 1999. Morgan Kaufmann. ISBN
1-55860-611-4. URL http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/GP-463.pdf. GPBiB
F. D. Francone and L. M.
Deschaine. Getting it right at the very start - building project models where data is expensive by combining human
expertise, machine learning and information
theory. In 2004 Business and Industry
Symposium, Washington, DC, April
2004. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/deschaine/ ASTC_2004_%Getting_It_Right_from_the_Very_Start.pdf. GPBiB
A. Fraser
and T. Weinbrenner. GPC++ Genetic
Programming C++ Class Library, 1993-1997.
URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/weinbenner/gp. html.
C. Fujiki
and J. Dickinson. Using the genetic
algorithm to generate lisp source code to
solve the prisoner's dilemma. In J. J.
Grefenstette, editor, Genetic Algorithms and their Applications: Proceedings of the second
international conference on Genetic
Algorithms, pages 236-240, MIT, Cambridge,
MA, USA, 28-31 July 1987. Lawrence Erlbaum
Associates.
A. Fukunaga. Automated discovery of composite SAT variable
selection heuristics. In
Proceedings of the National Conference on Artificial Intelligence
(AAAI), pages
641-648, 2002. GPBiB
A. Fukunaga and A. Stechert.
Evolving nonlinear predictive models for lossless
image compression with genetic programming. In J. R.
Koza, et al., editors,
Genetic Programming 1998: Proceedings of the Third Annual Conference, pages 95-102, University of
Wisconsin, Madison, Wisconsin, USA, 22-25 July 1998. Morgan
Kaufmann. ISBN 1-55860-548-7. URL http://citeseer.ist.psu.edu/507773.html.
GPBiB
A. S. Fukunaga. Evolving local search heuristics for SAT
using genetic programming. In K. Deb,
et al., editors,
Genetic and Evolutionary Computation - GECCO-2004,
Part II, volume 3103 of
Lecture Notes in Computer Science, pages
483-494, Seattle, WA, USA, 26-30 June 2004.
Springer-Verlag. ISBN 3-540-22343-6. URL http:
//alexf04.maclisp.org/gecco2004.pdf.
GPBiB
P. Funes,
E. Sklar, H. Juille,
and J. Pollack. Animal-animat coevolution:
Using the animal population as fitness
function. In R. Pfeifer, et al.,
editors, From Animals
to Animats 5: Proceedings of the Fifth International Conference on
Simulation of Adaptive Behavior,
pages 525-533, Zurich, Switzerland, August 17-21 1998a. MIT
Press. ISBN 0-262-66144-6. URL http://www.demo.cs.brandeis.edu/papers/
tronsab98.pdf. GPBiB
P. Funes,
E. Sklar, H. Juille,
and J. Pollack. Animal-animat coevolution:
Using the animal population as fitness
function. In R. Pfeifer, et al.,
editors, From Animals
to Animats 5: Proceedings of the Fifth International Conference on
Simulation of Adaptive Behavior., pages 525-533, Zurich, Switzerland, August 17-21 1998b.
MIT Press. ISBN 0-262-66144-6. URL http://www.demo.cs.brandeis.edu/papers/ tronsab98.html.
C. Gagné and M. Parizeau. Open BEAGLE:
A new C++ evolutionary computation
framework. In W. B. Langdon, et al.,
editors, GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, page 888, New York, 9-13 July
2002. Morgan Kaufmann Publishers. ISBN 1-55860-878-8. URL http://www.cs. bham.ac.uk/~wbl/biblio/gecco2002/GP272.pdf. GPBiB
C. Gagne
and M. Parizeau. Genetic engineering of
hierarchical fuzzy regional representations
for handwritten character recognition.
International Journal on Document Analysis
and Recognition, 8(4):223-231, September
2006. URL http:
//vision.gel.ulaval.ca/fr/publications/Id_607/PublDetails.php. GPBiB
C. Gagné and M. Parizeau. Co-evolution
of nearest neighbor classifiers.
International Journal of Pattern
Recognition and Artificial Intelligence,
21(5):921-946, August 2007. ISSN 0218-0014.
URL http://vision.gel.ulaval.ca/en/publications/Id_692/ PublDetails.php. GPBiB
A. L. Garcia-Almanza and E. P. K. Tsang. Simplifying decision trees learned by genetic programming. In
Proceedings of the 2006 IEEE Congress on Evolutionary
Computation, pages 7906-7912, Vancouver,
6-21 July 2006. IEEE Press. ISBN
0-7803-9487-9. URL http://privatewww.essex.ac.uk/~algarc/Publications/ WCCI2006.pdf. GPBiB
A. L. Garcia-Almanza and E. P. K. Tsang. Repository method to suit different
investment strategies. In D. Srinivasan and
L. Wang, editors,
2007 IEEE Congress on Evolutionary
Computation, pages 790-797, Singapore, 25-28
September 2007. IEEE Computational
Intelligence Society, IEEE Press. ISBN 1-4244-1340-0. GPBiB
C. Gathercole
and P. Ross. Dynamic training subset
selection for supervised learning in genetic
programming. In Y. Davidor, et al.,
editors, Parallel Problem Solving from Nature III, volume 866
of LNCS, pages
312-321, Jerusalem, 9-14 October 1994.
Springer-Verlag. ISBN 3-540-58484-6. URL http://citeseer.ist.psu.edu/
gathercole94dynamic.html. GPBiB
C. Gathercole
and P. Ross. The MAX problem for genetic
programming - highlighting an adverse
interaction between the crossover operator and a restriction on tree
depth. Technical report, Department of
Artificial Intelligence, University of Edinburgh, 80
South Bridge, Edinburgh, EH1 1HN, UK, 1995. URL http://citeseer.ist.psu.
edu/gathercole95max.html. GPBiB
C. Gathercole and P. Ross.
Tackling the boolean even N parity problem with genetic
programming and limited-error fitness. In J. R.
Koza, et al., editors,
Genetic Programming 1997: Proceedings of
the Second Annual Conference, pages 119-127, Stanford University, CA, USA, 13-16 July 1997. Morgan
Kaufmann. URL http:
//citeseer.ist.psu.edu/79389.html.
GPBiB
S. Gelly, O. Teytaud, N. Bredeche, and M. Schoenauer.
Universal consistency and bloat in GP. Revue d'Intelligence Artificielle,
20(6):805-827, 2006. ISSN 0992-499X. URL http://hal.inria.fr/docs/00/11/28/40/PDF/riabloat.pdf. Issue on New Methods in
Machine Learning. Theory and Applications. GPBiB
Genetic Programming
mailing list, 2001-2008. URL http://tech.groups.yahoo.com/
group/genetic_programming/.
R. J.
Gilbert, R. Goodacre, A. M.
Woodward, and D. B. Kell. Genetic
programming: A novel method for the
quantitative analysis of pyrolysis mass spectral data.
ANALYTICAL CHEMISTRY, 69(21):4381-4389,
1997. URL http://pubs.acs.org/
journals/ancham/article.cgi/ancham/1997/69/i21/pdf/%ac970460j.pdf. GPBiB
A. Globus, J. Lawton, and T. Wipke. Automatic molecular design using evolutionary techniques. In A. Globus and
D. Srivastava, editors,
The Sixth Foresight Conference on Molecular
Nanotechnology, Westin Hotel in Santa Clara,
CA, USA, November 12-15, 1998 1998. URL
http://www.foresight.org/Conferences/MNT6/Papers/Globus/ index.html. GPBiB
D. E.
Goldberg. Genetic Algorithms in Search
Optimization and Machine Learning. Addison-Wesley, 1989.
R. Goodacre and R. J. Gilbert.
The detection of caffeine in a variety of beverages using
curie-point pyrolysis mass spectrometry and genetic programming. The Analyst, 124:
1069-1074, 1999. GPBiB
R. Goodacre.
Explanatory analysis of spectroscopic data using machine learning of simple, interpretable rules.
Vibrational Spectroscopy, 32(1):33-45, 5
August 2003. URL http://www.biospec.net/learning/Metab06/Goodacre-FTIRmaps.pdf. A collection of Papers
Presented at Shedding New Light on Disease: Optical Diagnostics for the
New Millennium (SPEC 2002) Reims, France
23-27 June 2002. GPBiB
R. Goodacre, B. Shann, R. J. Gilbert, E. M. Timmins, A. C. McGovern, B. K.
Alsberg, D. B. Kell, and N. A.
Logan. The detection of the dipicolinic acid
biomarker in bacillus spores using curie-point pyrolysis mass
spectrometry and fourier-transform infrared
spectroscopy. Analytical Chemistry, 72(1):119-127, 1 January
2000. URL http://pubs.acs.org/cgi-bin/article.cgi/ancham/2000/72/ i01/html/ac99066%1i.html.
GPBiB
R. Goodacre,
S. Vaidyanathan, W. B.
Dunn, G. G. Harrigan, and D. B.
Kell. Metabolomics by numbers: acquiring and
understanding global metabolite data.
Trends in Biotechnology,
22(5):245-252, 1 May 2004. URL http://dbkgroup.org/Papers/
trends%20in%20biotechnology_22_(245).pdf.
GPBiB
F. Gruau. Neural Network Synthesis using Cellular Encoding and the
Genetic Algorithm. PhD thesis, Laboratoire
de l'Informatique du Parallilisme, Ecole Normale Supirieure de Lyon, France, 1994. URL ftp://ftp.ens-lyon.fr/pub/LIP/Rapports/PhD/PhD1994/ PhD1994-01-E.ps.Z.
GPBiB
F. Gruau
and D. Whitley. Adding learning to the
cellular development process: a comparative
study. Evolutionary Computation,
1(3):213-233, 1993. GPBiB
F. Gruau.
Genetic micro programming of neural networks. In K. E.
Kinnear, Jr., editor, Advances in Genetic
Programming, chapter 24,
pages 495-518. MIT Press, 1994. URL http://cognet.mit.edu/library/books/view?isbn=0262111888. GPBiB
F. Gruau.
On using syntactic constraints with genetic programming. In P. J. Angeline and K. E.
Kinnear, Jr., editors, Advances in Genetic
Programming 2, chapter 19, pages 377-394. MIT Press, Cambridge, MA, USA, 1996. ISBN
0-262-01158-1. GPBiB
S. M. Gustafson. An Analysis of
Diversity in Genetic Programming. PhD
thesis, School of Computer Science and
Information Technology, University of Nottingham,
Nottingham, England, February 2004. URL http://www.cs.nott.ac.uk/~smg/
research/publications/phdthesis-gustafson%.pdf.
GPBiB
S. M. Gustafson and E. K. Burke.
The speciating island model: An alternative
parallel evolutionary algorithm. Journal of
Parallel and Distributed Computing, 66(8): 1025-1036, August 2006. Parallel Bioinspired Algorithms.
GPBiB
S. M. Gustafson, E. K. Burke, and
N. Krasnogor. On improving genetic
programming for symbolic regression. In D. Corne, et al., editors, Proceedings of the 2005 IEEE
Congress on Evolutionary Computation, volume 1, pages 912-919, Edinburgh, UK,
2-5 September 2005. IEEE Press. ISBN 0-7803-9363-5. GPBiB
R. J.
Hampo and K. A. Marko. Application of
genetic programming to control of vehicle
systems. In Proceedings of the Intelligent
Vehicles '92 Symposium, 1992. June 29 - July 1, 1992, Detroit, Mi, USA. GPBiB
P. Han,
S. Zhou, and D. Wang.
A multi-objective genetic programming/ NARMAX
approach to chaotic systems identification. In
The Sixth World Congress on Intelligent
Control and Automation, WCICA 2006, volume 1, pages 1735-1739, Dalian, 2006.
IEEE. ISBN 1-4244-0332-4. GPBiB
S. Handley. On the use of a directed acyclic graph to
represent a population of computer programs.
In Proceedings of the 1994 IEEE World
Congress on Computational Intelligence, volume 1, pages 154-159,
Orlando, Florida, USA, 27-29 June 1994. IEEE
Press. GPBiB
S. Handley.
Automatic learning of a detector for alpha-helices in protein sequences via genetic programming. In S. Forrest,
editor, Proceedings of the 5th
International Conference on Genetic
Algorithms, ICGA-93, pages 271-278,
University of Illinois at Urbana-Champaign,
17-21 July 1993. Morgan Kaufmann. GPBiB
J. V.
Hansen. Genetic programming experiments with standard and homologous crossover methods. Genetic
Programming and Evolvable Machines,
4(1):53-66, March 2003. ISSN 1389-2576.
GPBiB
J. V.
Hansen, P. B. Lowry, R. D.
Meservy, and D. M. McDonald. Genetic
programming for prevention of cyberterrorism
through dynamic and evolving intrusion detection.
Decision Support Systems, 43(4):1362-1374,
August 2007. Special Issue Clusters. GPBiB
S. Harding
and W. Banzhaf. Fast genetic programming on
GPUs. In M. Ebner, et al., editors, Proceedings of the
10th European Conference on Genetic Programming,
volume 4445 of
Lecture Notes in Computer Science, pages
90-101, Valencia, Spain, 11 - 13 April 2007.
Springer. ISBN 3-540-71602-5. GPBiB
G. Harik. Linkage learning via probabilistic modeling in the
ECGA. IlliGAL Report 99010, University of
Illinois at Urbana-Champaign, 1999.
K. Harries and P. Smith.
Exploring alternative operators and search strategies in genetic programming. In J. R. Koza, et al., editors, Genetic
Programming 1997: Proceedings of the Second
Annual Conference, pages 147-155, Stanford
University, CA, USA, 13-16 July 1997. Morgan
Kaufmann. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ ftp/papers/harries.gp97_paper.p%s.gz.
GPBiB
G. G.
Harrigan, R. H. LaPlante, G. N.
Cosma, G. Cockerell, R. Goodacre,
J. F. Maddox, J. P. Luyendyk, P. E. Ganey, and
R. A. Roth. Application of
high-throughput fourier-transform infrared spectroscopy in toxicology
studies: contribution to a study on the
development of an animal model for idiosyncratic
toxicity. Toxicology Letters,
146(3):197-205, 2 February 2004. GPBiB
C. Harris
and B. Buxton. GP-COM: A distributed,
component-based genetic programming system
in C++. In J. R. Koza, et al.,
editors, Genetic Programming
1996: Proceedings of the First Annual Conference,
page 425, Stanford University, CA, USA,
28-31 July 1996. MIT Press. URL http://www.cs.ucl.ac.uk/staff/W.
Langdon/ftp/papers/gp96com.ps.gz.
GPBiB
B. Harvey,
J. Foster, and D. Frincke.
Towards byte code genetic programming. In W. Banzhaf, et al., editors, Proceedings of the Genetic and Evolutionary Computation Conference, volume 2, page 1234, Orlando, Florida, USA, 13-17 July 1999.
Morgan Kaufmann. ISBN 1-55860-611-4. URL
http://citeseer.ist.psu.edu/468509.html. GPBiB
S. Hasan,
S. Daugelat, P. S. S. Rao, and M. Schreiber.
Prioritizing genomic drug targets in
pathogens: Application to mycobacterium tuberculosis.
PLoS Computational Biology,
2(6):e61, June 2006. URL http://compbiol.plosjournals.org/archive/ 1553-7358/2/6/pdf/10.1371_jour%nal.pcbi.0020061-L.pdf.
T. Hastie, R. Tibshirani, and J. Friedman. The elements of
statistical learning: Data mining,
inference, and prediction. Springer, 2001.
A. Hauptman and M. Sipper.
GP-endchess: Using genetic programming to evolve
chess endgame players. In M. Keijzer, et al., editors, Proceedings of
the 8th European Conference on Genetic
Programming, volume 3447 of
Lecture Notes in Computer Science, pages 120-131, Lausanne, Switzerland, 30 March - 1 April
2005. Springer. ISBN 3-540-25436-6. URL
http://www.cs.bgu.ac.il/~sipper/papabs/
eurogpchess-final.pdf. GPBiB
A. Hauptman
and M. Sipper. Evolution of an efficient
search algorithm for the mate-in-N problem
in chess. In M. Ebner, et al.,
editors, Proceedings of the 10th European Conference on Genetic Programming,
volume 4445 of Lecture Notes in
Computer Science, pages 78-89, Valencia,
Spain, 11 - 13 April 2007. Springer. ISBN
3-540-71602-5. GPBiB
T. Haynes,
R. Wainwright, S. Sen,
and D. Schoenefeld. Strongly typed genetic programming in evolving cooperation strategies. In L. Eshelman, editor, Genetic Algorithms: Proceedings of the Sixth International
Conference (ICGA95), pages
271-278, Pittsburgh, PA, USA, 15-19 July 1995. Morgan Kaufmann. ISBN 1-55860-370-0. URL http://www.mcs.utulsa.edu/~rogerw/papers/Haynes-icga95. pdf. GPBiB
T. D.
Haynes, D. A. Schoenefeld, and R. L. Wainwright. Type inheritance in
strongly typed genetic programming. In P. J.
Angeline and K. E. Kinnear, Jr.,
editors, Advances in Genetic Programming 2, chapter 18, pages 359-376.
MIT Press, Cambridge, MA, USA, 1996. ISBN
0-262-01158-1. URL http://www.mcs.utulsa.
edu/~rogerw/papers/Haynes-hier.pdf.
GPBiB
J. He,
X. Wang, M. Zhang,
J. Wang, and Q. Fang.
New research on scalability of lossless
image compression by GP engine. In J. Lohn,
et al., editors,
Proceedings of the 2005 NASA/DoD Conference
on Evolvable Hardware, pages 160-164,
Washington, DC, USA, 29 June-1 July 2005.
IEEE Press. ISBN 0-7695-2399-4. URL http:
//doi.ieeecomputersociety.org/10.1109/EH.2005.35.
GPBiB
A. G. Heidema, J. M. A.
Boer, N. Nagelkerke, E. C. M. Mariman, D. L. van der A, and E. J. M.
Feskens. The challenge for genetic epidemiologists: how to analyze large numbers of SNPs in relation to complex diseases. BMC Genetics, 7(23), April 21 2006. ISSN 1471-2156.
URL http://www.biomedcentral.com/content/pdf/
1471-2156-7-23.pdf. GPBiB
M. I. Heywood and A. N.
Zincir-Heywood. Register based genetic programming on
FPGA computing platforms. In R. Poli, et al., editors, Genetic
Programming, Proceedings of EuroGP'2000, volume 1802 of LNCS, pages 44-59, Edinburgh, 15-16
April 2000. Springer-Verlag. ISBN 3-540-67339-3. URL http://www.springerlink.
com/openurl.asp?genre=article&issn=0302-9743&vo%lume=1802&spage=44. GPBiB
W. D.
Hillis. Co-evolving parasites improve simulated evolution as an
optimization procedure. In C. G.
Langton, et al., editors,
Artificial Life II, volume X
of Santa Fe
Institute Studies in the Sciences of Complexity,
pages 313-324. Addison-Wesley, Santa Fe
Institute, New Mexico, USA, February 1990 1992.
M. Hinchliffe, M. Willis, and M. Tham. Chemical process sytems modelling using
multi-objective genetic programming. In J. R.
Koza, et al., editors,
Genetic Programming 1998: Proceedings of
the Third Annual Conference, pages 134-139, University of Wisconsin, Madison, Wisconsin, USA, 22-25
July 1998. Morgan Kaufmann. ISBN
1-55860-548-7. GPBiB
M. P. Hinchliffe and M. J.
Willis. Dynamic systems modelling using
genetic programming. Computers & Chemical
Engineering, 27(12):1841-1854,
2003. URL http://www.sciencedirect.com/science/article/B6TFT-49MDYGW-2/2/ 742bcc7f%22240c7a0381027aa5ff7e73.
GPBiB
S.-Y. Ho,
C.-H. Hsieh, H.-M. Chen, and H.-L. Huang. Interpretable gene expression classifier with an accurate and compact fuzzy rule base
for microarray data analysis. Biosystems, 85(3):165-176, September 2006. GPBiB
N. X. Hoai and R. I. McKay.
Softening the structural difficulty in genetic programming
with TAG-based representation and insertion/deletion operators. In K. Deb, et al.,
editors, Genetic and Evolutionary
Computation - GECCO-2004, Part II, volume
3103 of Lecture
Notes in Computer Science, pages 605-616,
Seattle, WA, USA, 26-30 June 2004.
Springer-Verlag. ISBN 3-540-22343-6. URL http://link.springer.de/link/
service/series/0558/bibs/3103/31030605.htm%.
GPBiB
N. X.
Hoai, R. I. McKay, and H. A.
Abbass. Tree adjoining grammars, language
bias, and genetic programming. In C. Ryan,
et al., editors,
Genetic Programming, Proceedings of
EuroGP'2003, volume 2610 of
LNCS, pages 335-344, Essex, 14-16 April 2003. Springer-Verlag. ISBN 3-540-00971-X. URL http://www.cs.adfa.edu.au/
~abbass/publications/hardcopies/TAG3P-EuroGp-%03.pdf.
GPBiB
N. X.
Hoai, R. I. B.
McKay, and D. Essam. Representation and
structural difficulty in genetic
programming. IEEE Transactions on
Evolutionary Computation, 10(2):
157-166, April 2006. URL http://sc.snu.ac.kr/courses/2006/fall/pg/aai/GP/ nguyen/Structdiff.pdf.
GPBiB
N. X.
Hoai, R. I. McKay, D. Essam,
and H. T. Hao. Genetic transposition in tree-adjoining grammar guided genetic programming: The
duplication operator. In M. Keijzer,
et al., editors,
Proceedings of the 8th European Conference on
Genetic Programming, volume 3447 of Lecture Notes in Computer Science,
pages 108-119, Lausanne, Switzerland, 30
March - 1 April 2005. Springer. ISBN
3-540-25436-6. URL http://springerlink.metapress.com/openurl.asp?genre= article&issn=0302-9%743&volume=3447&spage=108. GPBiB
T.-H. Hoang, D. Essam, R. I. B.
McKay, and X. H. Nguyen. Building on success
in genetic programming:adaptive variation &
developmental evaluation. In Proceedings of the 2007 International Symposium on Intelligent
Computation and Applications (ISICA), Wuhan, China, September 21-23 2007. China University of
Geosciences Press. URL http://sc.snu.ac.kr/PAPERS/dtag.pdf.
GPBiB
J. H.
Holland. Adaptation in Natural and
Artificial Systems: An Introductory Analysis
with Applications to Biology, Control and Artificial Intelligence. MIT Press, 1992. First
Published by University of Michigan Press 1975.
P. Holmes.
The odin genetic programming system. Tech Report RR-95-3, Computer Studies, Napier University, Craiglockhart, 216 Colinton
Road, Edinburgh, EH14 1DJ, 1995. URL http://citeseer.ist.psu.edu/holmes95odin.html. GPBiB
P. Holmes
and P. J. Barclay. Functional languages on
linear chromosomes. In J. R.
Koza, et al., editors,
Genetic Programming 1996: Proceedings of the First Annual
Conference, page 427, Stanford University,
CA, USA, 28-31 July 1996. MIT Press. GPBiB
J.-H. Hong and S.-B.
Cho. The classification of cancer based on DNA microarray data that uses diverse ensemble genetic programming. Artificial Intelligence In Medicine, 36(1):43-58, January 2006. GPBiB
G. S.
Hornby and J. B. Pollack. Body-brain
co-evolution using L-systems as a generative
encoding. In L. Spector, et al.,
editors, Proceedings of the Genetic and
Evolutionary Computation Conference
(GECCO-2001), pages 868-875, San Francisco,
California, USA, 7-11 July 2001. Morgan
Kaufmann. ISBN 1-55860-774-9. URL http:
//www.demo.cs.brandeis.edu/papers/hornby_gecco01.pdf.
GPBiB
D. Howard
and S. C. Roberts. Incident detection on
highways. In U.-M. O'Reilly, et al., editors, Genetic Programming
Theory and Practice II, chapter 16,
pages 263-282. Springer, Ann Arbor, 13-15
May 2004. ISBN 0-387-23253-2. GPBiB
D. Howard,
S. C. Roberts, and R. Brankin.
Target detection in imagery by genetic
programming. Advances in Engineering
Software, 30(5):303-311,
1999. URL http://www.sciencedirect.com/science/article/B6V1P-3W1XV4H-1/1/ 6e7aee80%9f33757d0326c62a21824411.
GPBiB
D. Howard,
S. C. Roberts, and C. Ryan.
Pragmatic genetic programming strategy for
the problem of vehicle detection in airborne reconnaissance. Pattern Recognition Letters, 27(11):1275-1288, August 2006. Evolutionary Computer
Vision and Image Understanding. GPBiB
W. H. Hsu and S. M. Gustafson.
Wrappers for automatic parameter tuning in
multi-agent optimization by genetic programming. In
IJCAI-2001 Workshop on Wrappers for
Performance Enhancement in Knowledge Discovery in Databases
(KDD), Seattle, Washington, USA, 4 August
2001. GPBiB
H. Iba.
Random tree generation for genetic programming. In H.-M. Voigt, et al., editors, Parallel
Problem Solving from Nature IV, Proceedings of the International
Conference on Evolutionary Computation, volume 1141 of LNCS, pages 144-153, Berlin, Germany,
22-26 September 1996a. Springer Verlag. ISBN 3-540-61723-X. GPBiB
H. Iba. Genetic Programming. Tokyo
Denki University Press, 1996b. GPBiB
H. Iba.
Complexity-based fitness evaluation for variable length representation. Position paper at the Workshop on Evolutionary
Computation with Variable Size
Representation at ICGA-97, 20 July 1997. URL http://coblitz.codeen.org:
3125/citeseer.ist.psu.edu/cache/papers/cs/164%52/http:zSzzSzwww.miv.t. u-tokyo.ac.jpzSz~ibazSztmpzSzagp94.pdf/iba94genetic.pd%f. GPBiB
H. Iba,
H. de Garis, and T. Sato.
Genetic programming using a minimum description
length principle. In K. E. Kinnear, Jr.,
editor, Advances in Genetic Programming, chapter 12,
pages 265-284. MIT Press, 1994. URL http://citeseer.ist.psu.edu/
327857.html. GPBiB
H. Iba,
H. de Garis, and T. Sato.
Temporal data processing using genetic programming.
In L. Eshelman, editor,
Genetic Algorithms: Proceedings of the Sixth International
Conference (ICGA95), pages 279-286,
Pittsburgh, PA, USA, 15-19 July 1995a. Morgan
Kaufmann. ISBN 1-55860-370-0. GPBiB
H. Iba,
T. Sato, and H. de
Garis. Recombination guidance for numerical genetic
programming. In 1995 IEEE Conference on
Evolutionary Computation, volume 1, pages 97-102, Perth, Australia, 29 November - 1 December
1995b. IEEE Press. GPBiB
Y. Inagaki.
On synchronized evolution of the network of automata.
IEEE Transactions on Evolutionary
Computation, 6(2):147-158, April 2002. ISSN
1089-778X. URL http://ieeexplore.ieee.org/iel5/4235/21497/00996014.pdf?tp=&arnumber=
99%6014&isnumber=21497&arSt=147&ared=158&arAuthor=Inagaki%2C+Y.%3B. GPBiB
C. Jacob. Principia Evolvica -
Simulierte Evolution mit Mathematica.
dpunkt.verlag, Heidelberg, Germany, August
1997. ISBN 3-920993-48-9. GPBiB
C. Jacob.
The art of genetic programming. IEEE
Intelligent Systems, 15(3):83-84, May-June 2000. ISSN 1094-7167. URL http://ieeexplore.ieee.org/iel5/5254/
18363/00846288.pdf. GPBiB
C. Jacob. Illustrating Evolutionary Computation with Mathematica. Morgan Kaufmann, 2001. ISBN
1-55860-637-8. URL http://www.mkp.com/books_catalog/catalog.asp?
ISBN=1-55860-637-8. GPBiB
N. Jin.
Equilibrium selection by co-evolution for bargaining problems under
incomplete information about time
preferences. In Proceedings of the IEEE
Congress on Evolutionary Computation (CEC), pages 2661-2668, Edinburgh, 2-5 September 2005.
N. Jin
and E. P. K.
Tsang. Co-adaptive strategies for sequential bargaining problems with discount factors and outside options. In
Proceedings of the 2006 IEEE Congress on
Evolutionary Computation, pages 7913-7920,
Vancouver, 6-21 July 2006. IEEE Press. ISBN
0-7803-9487-9. GPBiB
H. E. Johnson, R. J. Gilbert, M. K. Winson, R. Goodacre, A. R. Smith, J. J. Rowland, M. A. Hall, and D. B.
Kell. Explanatory analysis of the metabolome using genetic
programming of simple, interpretable rules.
Genetic Programming and Evolvable Machines, 1(3):243-258, July 2000. ISSN 1389-2576. GPBiB
A. Jones, D. Young, J. Taylor, D. B. Kell, and J. J. Rowland. Quantification of
microbial productivity via multi-angle light scattering and supervised
learning. Biotechnology and Bioengineering, 59(2):131-143, 20 July 1998. ISSN 0006-3592. GPBiB
Jong-Wan Kim. Proceedings of the 2001 Congress on Evolutionary
Computation CEC2001,
COEX, World Trade Center, 159 Samseong-dong, Gangnam-gu, Seoul, Korea, 27-30 May 2001. IEEE Press. ISBN 0-7803-6658-1.
GPBiB
E. Jordaan,
J. den Doelder, and G. Smits.
Novel approach to develop structure-property
relationships using genetic programming. In T. P.
Runarsson, et al., editors,
Parallel Problem Solving from Nature - PPSN
IX, volume 4193 of
LNCS, pages 322-331,
Reykjavik, Iceland, 9-13 September 2006. Springer-Verlag. ISBN
3-540-38990-3. GPBiB
E. Jordaan,
A. Kordon, L. Chiang,
and G. Smits. Robust inferential sensors
based on ensemble of predictors generated by
genetic programming. In X. Yao, et al., editors,
Parallel Problem Solving from Nature - PPSN VIII,
volume 3242 of LNCS,
pages 522-531, Birmingham, UK, 18-22 September 2004. Springer-Verlag. ISBN 3-540-23092-0. URL http://www.springerlink.com/openurl.asp?genre= article&issn=0302-9743&vo%lume=3242&spage=522. GPBiB
A. K.
Joshi and Y. Schabes. Tree adjoining
grammars. In G. Rozenber and A. Saloma, editors, Handbook of of
Formal Languages, pages 69-123.
Springer-Verlag, 1997.
H. Juille and J. B. Pollack.
Massively parallel genetic programming. In P. J.
Angeline and K. E.
Kinnear, Jr., editors, Advances in Genetic
Programming 2, chapter 17, pages 339-358. MIT Press, Cambridge, MA, USA, 1996. ISBN
0-262-01158-1. URL http://www.demo.cs.brandeis.edu/papers/gp2.pdf. GPBiB
M. Kaboudan. A measure of time series predictability using
genetic programming applied to stock
returns. Journal of Forecasting,
18:345-357, 1999. GPBiB
M. A. Kaboudan. Genetic programming prediction of stock
prices. Computational
Economics, 6(3):207-236, December 2000.
GPBiB
M. Kaboudan. Extended daily exchange rates forecasts using
wavelet temporal resolutions.
New Mathematics and Natural Computing,
1:79-107, 2005. GPBiB
T. Kalganova
and J. Miller. Evolving more efficient
digital circuits by allowing circuit layout
evolution and multi-objective fitness. In A. Stoica,
et al., editors,
The First NASA/DoD Workshop on Evolvable
Hardware, pages 54-63, Pasadena, California, 19-21 July 1999. IEEE Computer Society. ISBN
0-7695-0256-3. GPBiB
A. Kattan
and R. Poli. Evolutionary lossless
compression with GP-ZIP. In Proceedings of the IEEE World Congress on Computational Intelligence, 2008.
C. Keber
and M. G. Schuster. Option valuation with
generalized ant programming. In W. B. Langdon, et al., editors, GECCO 2002: Proceedings of the Genetic and
Evolutionary Computation Conference, pages
74-81, New York, 9-13 July 2002. Morgan
Kaufmann Publishers. ISBN 1-55860-878-8. URL http://www.cs.bham.ac.
uk/~wbl/biblio/gecco2002/aaaa075.ps.
GPBiB
M. Keijzer. Efficiently representing populations in genetic
programming. In P. J.
Angeline and K. E. Kinnear, Jr., editors, Advances in Genetic Programming 2, chapter 13, pages 259-278. MIT
Press, Cambridge, MA, USA, 1996. ISBN
0-262-01158-1. GPBiB
M. Keijzer.
Scaled symbolic regression. Genetic
Programming and Evolvable Machines, 5(3):259-269, September 2004. ISSN 1389-2576. GPBiB
M. Keijzer,
U.-M. O'Reilly, S. M.
Lucas, E. Costa, and T. Soule,
editors. Genetic Programming 7th European Conference, EuroGP 2004, Proceedings,
volume 3003 of LNCS,
Coimbra, Portugal, 5-7 April 2004.
Springer-Verlag. ISBN 3-540-21346-5. URL http://www.springerlink.
com/openurl.asp?genre=issue&issn=0302-9743&volu%me=3003.
GPBiB
M. Keijzer,
A. Tettamanzi, P. Collet,
J. I. van Hemert, and M. Tomassini,
editors. Proceedings of the 8th European
Conference on Genetic Programming, volume
3447 of Lecture Notes in Computer Science, Lausanne, Switzerland, 30 March - 1 April 2005. Springer. ISBN 3-540-25436-6. URL http://www.springerlink.com/openurl.asp? genre=issue&issn=0302-9743&volu%me=3447.
GPBiB
M. Keijzer,
M. Cattolico, D. Arnold,
V. Babovic, C. Blum,
P. Bosman, M. V.
Butz, C. Coello
Coello, D. Dasgupta, S. G.
Ficici, J. Foster, A. Hernandez-Aguirre, G. Hornby, H. Lipson,
P. McMinn, J. Moore,
G. Raidl, F. Rothlauf,
C. Ryan, and D. Thierens, editors. GECCO
2006: Proceedings of the 8th annual conference on
Genetic and evolutionary computation,
Seattle, Washington, USA, 8-12 July 2006.
ACM Press. ISBN 1-59593-010-8. URL http://portal.acm.org/citation.cfm?id=
1143997. GPBiB
D. B.
Kell. Defence against the flood.
Bioinformatics World, pages 16-18, January/February 2002a. URL http://dbkgroup.org/Papers/biwpp16-18_as_publ. pdf. GPBiB
D. B.
Kell. Metabolomics and machine learning: Explanatory analysis of
complex metabolome data using genetic
programming to produce simple, robust rules.
Molecular Biology Reports, 29(1-2):237-241,
2002b. URL http://dbkgroup.org/
Papers/btk2002_dbk.pdf. GPBiB
D. B.
Kell. Genotype-phenotype mapping: genes as computer programs. Trends in Genetics, 18(11):555-559, November 2002c. URL http://dbkgroup.org/Papers/ trends_genet_18_(555).pdf.
GPBiB
D. B.
Kell, R. M. Darby, and J. Draper.
Genomic computing. explanatory analysis of
plant expression profiling data using machine learning.
Plant Physiology, 126(3):
943-951, July 2001. URL http://www.plantphysiol.org/cgi/content/full/126/3/ 943. GPBiB
R. E.
Keller and R. Poli. Linear genetic
programming of metaheuristics. In D. Thierens, et al., editors,
GECCO '07: Proceedings of the 9th annual conference on Genetic and evolutionary computation,
volume 2, pages 1753-1753, London, 7-11 July
2007a. ACM Press. URL http://www.cs.bham.ac.uk/~wbl/biblio/gecco2007/docs/p1753.pdf. GPBiB
R. E. Keller and R. Poli.
Cost-benefit investigation of a genetic-programming
hyperheuristic. In Proceedings of Evolution
Artificielle, October 2007b.
R. E. Keller and R. Poli. Linear
genetic programming of parsimonious metaheuristics.
In Proceedings of IEEE Congress on
Evolutionary Computation (CEC), September 2007c.
D. Keymeulen,
A. Stoica, J. Lohn,
and R. S. Zebulum, editors.
The Third NASA/DoD workshop on Evolvable
Hardware, Long Beach, California, 12-14 July
2001. IEEE Computer Society. ISBN
0-7695-1180-5. URL http://cism.jpl.nasa.gov/ehw/
events/nasaeh01/.
A. Khan. Intelligent Perceptual
Shaping of a Digital Watermark. PhD thesis,
Computer Science and Engineering, Ghulam
Ishaq Khan Institute of Engineering Sciences and
Technology, Topi, Pakistan, May 2006. URL http://www.cs.ucl.ac.uk/staff/W.
Langdon/ftp/papers/Intelligent_perceptu%al_shaping_WM_asif.pdf. GPBiB
A. Khan
and A. M. Mirza. Genetic perceptual shaping:
Utilizing cover image and conceivable attack
information during watermark embedding.
Information Fusion, 8
(4):354-365, October 2007. ISSN 1566-2535. GPBiB
B. KHosraviani. Organization design optimization using
genetic programming. In J. R.
Koza, editor, Genetic Algorithms and
Genetic Programming at Stanford 2003, pages 109-117. Stanford Bookstore, Stanford, California,
94305-3079 USA, 4 December 2003. URL http://www.genetic-programming.org/sp2003/KHosraviani.pdf. GPBiB
B. KHosraviani, R. E. Levitt, and
J. R. Koza. Organization design optimization
using genetic programming. In M. Keijzer,
editor, Late Breaking Papers at the 2004
Genetic and Evolutionary Computation
Conference, Seattle, Washington, USA, 26
July 2004. URL http://www.cs.bham.ac.uk/~wbl/biblio/gecco2004/LBP056.pdf. GPBiB
R. H.
Kibria and Y. Li. Optimizing the
initialization of dynamic decision heuristics in
DPLL SAT solvers using genetic programming. In P. Collet,
et al., editors,
Proceedings of the 9th European Conference
on Genetic Programming, volume 3905 of Lecture Notes in Computer
Science, pages 331-340, Budapest, Hungary,
10 - 12 April 2006. Springer. ISBN
3-540-33143-3. URL http://link.springer.de/link/service/
series/0558/papers/3905/39050331.p%df.
GPBiB
K. E.
Kinnear, Jr. Evolving a sort: Lessons in genetic programming. In Proceedings of the 1993 International Conference on
Neural Networks, volume 2, pages 881-888, San Francisco, USA, 28 March-1 April 1993.
IEEE Press. ISBN 0-7803-0999-5. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/ftp.io.com/ papers/kinnear.i%cnn93.ps.Z.
GPBiB
K. E.
Kinnear, Jr. Fitness landscapes and difficulty in genetic programming.
In Proceedings of the 1994 IEEE World
Conference on Computational Intelligence, volume 1, pages 142-147,
Orlando, Florida, USA, 27-29 June 1994a. IEEE Press. ISBN
0-7803-1899-4. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/ftp.io.com/ papers/kinnear.w%cci.ps.Z.
GPBiB
K. E.
Kinnear, Jr. A perspective on the work in this book. In K. E.
Kinnear, Jr., editor, Advances in Genetic
Programming, chapter 1,
pages 3-19. MIT Press, 1994b. URL http://cognet.mit.edu/library/books/view?isbn=0262111888. GPBiB
K. E.
Kinnear, Jr., editor. Advances in Genetic
Programming. MIT Press, Cambridge, MA, 1994c. URL http://mitpress.mit.edu/book-home.tcl?isbn=0262111888. GPBiB
A. Klappenecker and F. U. May.
Evolving better wavelet compression schemes. In
A. F. Laine, et al.,
editors, Wavelet Applications in Signal and
Image Processing III,
volume 2569, San Diego, CA, USA, 9-14 July 1995. SPIE. ISBN
0-8194-1928-1. URL http://citeseer.ist.psu.edu/334994.html.
GPBiB
T. J. Klassen and M. I. Heywood.
Towards the on-line recognition of arabic characters.
In Proceedings of the 2002 International
Joint Conference on Neural Networks
IJCNN'02, pages 1900-1905, Hilton Hawaiian
Village Hotel, Honolulu, Hawaii, 12-17 May
2002. IEEE Press. ISBN 0-7803-7278-6. URL http://users.cs.dal.ca/
~mheywood/X-files/Publications/IEEEarabic.pdf.
GPBiB
J. Klein
and L. Spector. Unwitting distributed
genetic programming via asynchronous
javascript and XML. In D. Thierens, et al., editors, GECCO '07:
Proceedings of the 9th annual conference on
Genetic and evolutionary computation, volume 2, pages 1628-1635, London,
7-11 July 2007. ACM Press. URL http://www.cs.bham.ac.uk/
~wbl/biblio/gecco2007/docs/p1628.pdf.
GPBiB
A. Kordon. Evolutionary computation at dow chemical. SIGEVOlution, 1(3):4-9, September 2006. URL http://www.sigevolution.org/2006/03/issue.pdf. GPBiB
A. Kordon,
F. Castillo, G. Smits,
and M. Kotanchek. Application issues of
genetic programming in industry. In T. Yu, et al., editors, Genetic Programming Theory and
Practice III, volume 9
of Genetic Programming,
chapter 16, pages 241-258. Springer, Ann Arbor, 12-14 May 2005. ISBN 0-387-28110-X. GPBiB
M. Kotanchek, G. Smits, and E. Vladislavleva. Pursuing the pareto paradigm
tournaments, algorithm variations & ordinal optimization. In R. L. Riolo, et al.,
editors, Genetic Programming Theory and
Practice IV, volume 5
of Genetic and
Evolutionary Computation, chapter 3, pages -. Springer, Ann
Arbor, 11-13 May 2006. ISBN 0-387-33375-4.
GPBiB
M. Kovacic and J. Balic.
Evolutionary programming of a CNC cutting machine.
International journal for advanced manufacturing technology,
22(1-2):118-124, September 2003. ISSN
0268-3768. URL http://www.springerlink.com/openurl.
asp?genre=article&eissn=1433-3015&v%olume=22&issue=1&spage=118. GPBiB
J. R.
Koza. Hierarchical genetic algorithms operating on populations of
computer programs. In N. S.
Sridharan, editor, Proceedings of the
Eleventh International Joint Conference on
Artificial Intelligence IJCAI-89, volume 1, pages 768-774, Detroit, MI,
USA, 20-25 August 1989. Morgan Kaufmann. URL http://www.
genetic-programming.com/jkpdf/ijcai1989.pdf.
GPBiB
J. R.
Koza. Genetic programming: A paradigm for genetically breeding
populations of computer programs to solve
problems. Technical Report STAN-CS-90-1314,
Dept. of Computer Science, Stanford University, June 1990. URL http://www.
genetic-programming.com/jkpdf/tr1314.pdf.
GPBiB
J. R.
Koza. A genetic approach to econometric modeling. In
Sixth World Congress of the Econometric
Society, Barcelona, Spain, 1990. URL http://www.
genetic-programming.com/jkpdf/wces1990.pdf.
GPBiB
J. R.
Koza. Genetic Programming: On the
Programming of Computers by Means of
Natural Selection. MIT Press, Cambridge, MA,
USA, 1992. ISBN 0-262-11170-5. GPBiB
J. R.
Koza. Genetic Programming II: Automatic
Discovery of Reusable Programs. MIT Press, Cambridge Massachusetts, May 1994. ISBN
0-262-11189-6. GPBiB
J. R.
Koza. Two ways of discovering the size and shape of a computer program to solve a problem. In L. Eshelman,
editor, Genetic Algorithms: Proceedings of the Sixth International Conference (ICGA95),
pages 287-294, Pittsburgh, PA, USA, 15-19
July 1995. Morgan Kaufmann. ISBN 1-55860-370-0. URL http://www. genetic-programming.com/jkpdf/icga1995.pdf. GPBiB
J. R.
Koza, editor. Late Breaking Papers at the
Genetic Programming 1996 Conference
Stanford University July 28-31, 1996,
Stanford University, CA, USA, 28-31 July 1996.
Stanford Bookstore. ISBN 0-18-201031-7. URL http://www.genetic-programming.
org/gp96latebreaking.html. GPBiB
J. R.
Koza, editor. Late Breaking Papers at the
1997 Genetic Programming Conference, Stanford University, CA, USA, 13-16 July 1997. Stanford
Bookstore. ISBN 0-18-206995-8. URL http://www.genetic-programming.org/gp97latebreaking. html. GPBiB
J. R.
Koza, editor. Late Breaking Papers at the
1998 Genetic Programming Conference, University of Wisconsin, Madison, WI, USA, 22-25 July
1998. Omni Press. GPBiB
J. R.
Koza, S. H. Al-Sakran, and L. W.
Jones. Automated re-invention of six patented
optical lens systems using genetic programming. In H.-G. Beyer, et al., editors, GECCO 2005:
Proceedings of the 2005 conference on Genetic and evolutionary computation, volume 2, pages 1953-1960, Washington DC, USA, 25-29 June 2005. ACM Press. ISBN 1-59593-010-8. URL http://www.cs.bham.ac.uk/~wbl/biblio/
gecco2005/docs/p1953.pdf. GPBiB
J. R.
Koza and D. Andre. Classifying protein
segments as transmembrane domains using
architecture-altering operations in genetic programming. In P. J. Angeline and K. E.
Kinnear, Jr., editors, Advances in Genetic
Programming 2, chapter 8, pages 155-176. MIT Press, Cambridge, MA, USA, 1996. ISBN
0-262-01158-1. URL http://www.genetic-programming.com/jkpdf/aigp2aatmjk1996.pdf. GPBiB
J. R.
Koza, D. Andre, F. H.
Bennet, III, and M. Keane.
Genetic Programming 3: Darwinian Invention
and Problem Solving. Morgan Kaufman, April
1999. ISBN 1-55860-543-6. URL http://www.genetic-programming.org/gpbook3toc.html. GPBiB
J. R.
Koza, D. Andre, F. H.
Bennett, III, and M. A. Keane. Use of
automatically defined functions and
architecture-altering operations in automated circuit synthesis using genetic programming. In J. R.
Koza, et al., editors,
Genetic Programming 1996: Proceedings of
the First Annual Conference, pages 132-149,
Stanford University, CA, USA, 28-31 July
1996a. MIT Press. URL http://www.genetic-programming.com/
jkpdf/gp1996adfaa.pdf. GPBiB
J. R. Koza, F. H. Bennett, III,
D. Andre, and M. A.
Keane. Four problems for which a computer
program evolved by genetic programming is competitive with
human performance. In Proceedings of the
1996 IEEE International Conference on
Evolutionary Computation, volume 1,
pages 1-10. IEEE Press, 1996b. URL http://www.genetic-programming.com/jkpdf/icec1996.pdf. GPBiB
J. R.
Koza, F. H. Bennett, III, D. Andre,
and M. A. Keane. Automated WYWIWYG design of both the topology and component values of
electrical circuits using genetic
programming. In J. R. Koza, et al.,
editors, Genetic Programming 1996:
Proceedings of the First Annual Conference, pages 123-131, Stanford University, CA, USA,
28-31 July 1996c. MIT Press. URL http://www.genetic-programming.com/jkpdf/
gp1996nielsen.pdf. GPBiB
J. R.
Koza, F. H. Bennett, III, D. Andre,
and M. A. Keane. The design of analog circuits by means of genetic programming. In P. Bentley, editor, Evolutionary
Design by Computers,
chapter 16, pages 365-385. Morgan Kaufmann,
San Francisco, USA, 1999. ISBN
1-55860-605-X. URL http://www.genetic-programming.com/jkpdf/
edc1999.pdf. GPBiB
J. R. Koza, F. H. Bennett, III,
J. L. Hutchings, S. L.
Bade, M. A. Keane, and
D. Andre. Evolving sorting networks using
genetic programming and the rapidly
reconfigurable xilinx 6216 field-programmable gate array. In Proceedings of the 31st
Asilomar Conference on Signals, Systems, and Computers.
IEEE Press, 1997. URL http://www.genetic-programming.com/jkpdf/ieeeasilmoar1997.pdf. GPBiB
J. R.
Koza, F. H. Bennett, III, and O. Stiffelman.
Genetic programming as a Darwinian invention
machine. In R. Poli, et al.,
editors, Genetic Programming, Proceedings
of EuroGP'99,
volume 1598 of LNCS,
pages 93-108, Goteborg, Sweden, 26-27 May 1999.
Springer-Verlag. ISBN 3-540-65899-8. URL http://www.genetic-programming.com/
jkpdf/eurogp1999.pdf. GPBiB
J. R.
Koza, L. W. Jones, M. A.
Keane, and M. J. Streeter. Towards
industrial strength automated design of
analog electrical circuits by means of genetic programming.
In U.-M. O'Reilly, et al., editors, Genetic Programming Theory and Practice II, chapter 8, pages 120-??
Springer, Ann Arbor, 13-15 May 2004. ISBN 0-387-23253-2.
URL http://www.genetic-programming.com/gptp2004.pdf. pages missing? GPBiB
J. R.
Koza, M. A. Keane, M. J.
Streeter, W. Mydlowec, J. Yu,
and G. Lanza.
Genetic Programming IV: Routine Human-Competitive Machine Intelligence. Kluwer Academic Publishers,
2003. ISBN 1-4020-7446-8. URL http://www.
genetic-programming.org/gpbook4toc.html.
GPBiB
J. R.
Koza and R. Poli. Genetic programming. In E. K. Burke and G. Kendall,
editors, Search Methodologies: Introductory
Tutorials in Optimization and Decision Support
Techniques, chapter 5.
Springer, 2005. ISBN 0-387-23460-8. URL
http://www.springer.com/sgw/cda/frontpage/0,
11855,4-10045-22-67933962-0%,00.html.
GPBiB
J. R.
Koza, D. E. Goldberg, D. B.
Fogel, and R. L. Riolo, editors.
Genetic Programming 1996: Proceedings of
the First Annual Conference, Stanford
University, CA, USA, 28-31 July 1996. MIT
Press. URL http://www.genetic-programming.org/
gp96proceedings.html. GPBiB
J. R.
Koza, K. Deb, M. Dorigo,
D. B. Fogel, M. Garzon,
H. Iba, and R. L.
Riolo, editors.
Genetic Programming 1997: Proceedings of the Second Annual Conference, Stanford University, CA, USA,
13-16 July 1997. Morgan Kaufmann. URL http:
//www.mkp.com/books_catalog/1-55860-483-9.asp.
GPBiB
J. R.
Koza, W. Banzhaf, K. Chellapilla,
K. Deb, M. Dorigo,
D. B. Fogel, M. H. Garzon, D. E. Goldberg, H. Iba, and R. Riolo, editors. Genetic Programming 1998:
Proceedings of the Third Annual Conference,
University of Wisconsin, Madison, WI, USA,
22-25 July 1998. Morgan Kaufmann. ISBN 1-55860-548-7. GPBiB
D. H.
Kraft, F. E. Petry, W. P.
Buckles, and T. Sadasivan. The use of
genetic programming to build queries for
information retrieval. In Proceedings of
the 1994 IEEE World Congress on
Computational Intelligence, pages 468-473,
Orlando, Florida, USA, 27-29 June 1994. IEEE
Press. GPBiB
T. Krantz, O. Lindberg, G. Thorburn, and P. Nordin.
Programmatic compression of natural video.
In E. Cantú-Paz,
editor, Late Breaking Papers at the Genetic
and Evolutionary Computation Conference
(GECCO-2002), pages 301-307, New York, NY, July 2002. AAAI. URL http://thomas.krantz.com/paper.pdf.
GPBiB
N. Krasnogor. Self generating metaheuristics in
bioinformatics: The proteins structure
comparison case. Genetic Programming and
Evolvable Machines, 5(2):181-201, June 2004. ISSN 1389-2576.
K. Krawiec. Evolutionary Feature Programming: Cooperative learning
for knowledge discovery and computer vision. Number 385. Wydawnictwo Politechniki Poznanskiej, Poznan University of Technology, Poznan, Poland, 2004.
URL http://idss.cs.put.
poznan.pl/~krawiec/pubs/hab/krawiec_hab.pdf.
GPBiB
W. B. Langdon. The evolution of size in variable length
representations. In 1998 IEEE
International Conference on Evolutionary Computation,
pages 633-638, Anchorage, Alaska, USA, 5-9
May 1998. IEEE Press. URL http://www.cs.bham.ac.uk/~wbl/
ftp/papers/WBL.wcci98_bloat.pdf. GPBiB
W. B. Langdon. Size fair and homologous tree genetic
programming crossovers. In W. Banzhaf,
et al., editors,
Proceedings of the Genetic and Evolutionary Computation
Conference, volume 2,
pages 1092-1097, Orlando, Florida, USA, 13-17 July 1999a.
Morgan Kaufmann. ISBN 1-55860-611-4. URL http://www.cs.ucl.ac.uk/staff/W.
Langdon/ftp/papers/WBL.gecco99.fairxo.p%s.gz.
GPBiB
W. B. Langdon. Scaling of program tree fitness spaces. Evolutionary Computation,
7(4): 399-428, Winter 1999b. ISSN 1063-6560.
URL http://www.mitpressjournals.org/
doi/pdf/10.1162/evco.1999.7.4.399.
GPBiB
W. B.
Langdon. Convergence rates for the distribution of program outputs. In W. B. Langdon, et al.,
editors, GECCO 2002: Proceedings of the
Genetic and Evolutionary Computation
Conference, pages 812-819, New York, 9-13
July 2002a. Morgan Kaufmann Publishers. ISBN
1-55860-878-8. URL http://www.cs.ucl.ac.
uk/staff/W.Langdon/ftp/papers/wbl_gecco2002.pdf.
GPBiB
W. B.
Langdon. How many good programs are there? How long are they? In K. A. De Jong, et al.,
editors, Foundations of Genetic Algorithms
VII, pages 183-202,
Torremolinos, Spain, 4-6 September 2002b. Morgan Kaufmann. ISBN
0-12-208155-2. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/wbl_foga2002.pdf. Published 2003. GPBiB
W. B. Langdon. Convergence of program fitness landscapes. In
E. Cantú-Paz, et al., editors,
Genetic and Evolutionary Computation - GECCO-2003,
volume 2724 of
LNCS, pages 1702-1714, Chicago, 12-16 July
2003a. Springer-Verlag. ISBN 3-540-40603-4.
URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/wbl_ gecco2003.pdf. GPBiB
W. B. Langdon. The distribution of reversible functions is
Normal. In R. L. Riolo
and B. Worzel, editors,
Genetic Programming Theory and Practise,
chapter 11, pages
173-188. Kluwer, 2003b. ISBN 1-4020-7581-2. URL http://www.cs.ucl.ac.uk/
staff/W.Langdon/ftp/papers/wbl_reversible.pdf.
GPBiB
W. B. Langdon. Global distributed evolution of L-systems
fractals. In M. Keijzer,
et al., editors,
Genetic Programming, Proceedings of EuroGP'2004,
volume 3003 of LNCS,
pages 349-358, Coimbra, Portugal, 5-7 April 2004. Springer-Verlag. ISBN 3-540-21346-5. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/ egp2004_pfeiffer.pdf%.
GPBiB
W. B. Langdon. Pfeiffer - A distributed open-ended
evolutionary system. In B. Edmonds,
et al., editors,
AISB'05: Proceedings of the Joint Symposium on Socially
Inspired Computing (METAS 2005), pages 7-13,
University of Hertfordshire, Hatfield, UK,
12-15 April 2005a. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/
papers/wbl_metas2005.pdf. SSAISB 2005
Convention. GPBiB
W. B. Langdon. The distribution of amorphous computer
outputs. In S. Stepney
and S. Emmott, editors,
The Grand Challenge in Non-Classical Computation:
International Workshop, York, UK, 18-19
April 2005b. URL http://www.cs.ucl.
ac.uk/staff/W.Langdon/ftp/papers/grand_2005.pdf.
GPBiB
W. B.
Langdon. Mapping non-conventional extensions of genetic programming. In C. S. Calude, et al.,
editors, Unconventional Computing 2006, volume 4135 of LNCS, pages 166-180, York, 4-8
September 2006. Springer-Verlag. ISBN 3-540-38593-2. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/wbl_uc2002.pdf. GPBiB
W. B. Langdon and W. Banzhaf. A
SIMD interpreter for genetic programming on
GPU graphics cards. In EuroGP,
LNCS, Naples, 26-28 March 2008. Springer.
URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/langdon_ 2008_eurogp.%pdf.
Forthcoming.
W. B.
Langdon, S. J. Barrett, and B. F.
Buxton. Predicting biochemical interactions
- human P450 2D6 enzyme inhibition. In R. Sarker,
et al., editors,
Proceedings of the 2003 Congress on
Evolutionary Computation CEC2003, pages
807-814, Canberra, 8-12 December 2003. IEEE
Press. ISBN 0-7803-7804-0. URL http://www.cs.ucl.
ac.uk/staff/W.Langdon/ftp/papers/wbl_cec2003.pdf.
GPBiB
W. B.
Langdon and B. F. Buxton. Genetic
programming for mining DNA chip data from
cancer patients. Genetic Programming and
Evolvable Machines, 5(3):251-257, September 2004. ISSN 1389-2576. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/
ftp/papers/wbl_dnachip.pdf. GPBiB
W. B.
Langdon and A. P. Harrison. GP on SPMD
parallel graphics hardware for mega
bioinformatics data mining. 2008. In preparation.
W. B.
Langdon and J. P. Nordin. Seeding GP
populations. In R. Poli, et al., editors, Genetic Programming,
Proceedings of EuroGP'2000, volume 1802 of LNCS,
pages 304-315, Edinburgh, 15-16 April 2000. Springer-Verlag. ISBN
3-540-67339-3. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/WBL_eurogp2000_ seed.%pdf. GPBiB
W. B. Langdon and R. Poli.
Fitness causes bloat. In P. K. Chawdhry, et al., editors, Soft Computing in Engineering Design and Manufacturing, pages 13-22. Springer-Verlag
London, 23-27 June 1997. ISBN 3-540-76214-0. URL http://www.cs.bham.ac.uk/
~wbl/ftp/papers/WBL.bloat_wsc2.ps.gz.
GPBiB
W. B. Langdon and R. Poli. Why
ants are hard. In J. R. Koza, et al.,
editors, Genetic Programming 1998:
Proceedings of the Third Annual Conference,
pages 193-201, University of Wisconsin,
Madison, Wisconsin, USA, 22-25 July 1998a. Morgan
Kaufmann. ISBN 1-55860-548-7. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/
ftp/papers/WBL.antspace_gp98.pd%f.
GPBiB
W. B. Langdon and R. Poli. Better
trained ants for genetic programming. Technical
Report CSRP-98-12, University of Birmingham, School of Computer
Science, April 1998b. URL ftp://ftp.cs.bham.ac.uk/pub/tech-reports/1998/CSRP-98-12.ps.gz. GPBiB
W. B. Langdon and R. Poli. The
halting probability in von Neumann
architectures. In P. Collet,
et al., editors,
Proceedings of the 9th European Conference on Genetic
Programming, volume 3905 of
Lecture Notes in Computer Science, pages
225-237, Budapest, Hungary, 10 - 12 April
2006. Springer. ISBN 3-540-33143-3. URL http:
//www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/wbl_egp2006.pdf. GPBiB
W. B.
Langdon and R. Poli.
Foundations of Genetic Programming.
Springer-Verlag, 2002. ISBN 3-540-42451-2.
URL http://www.cs.ucl.ac.uk/staff/W.Langdon/FOGP/. GPBiB
W. B. Langdon and P. C.
Treleaven. Scheduling maintenance of electrical power
transmission networks using genetic programming. In K. Warwick,
et al., editors,
Artificial Intelligence Techniques in Power Systems,
chapter 10, pages 220-237. IEE,
1997. ISBN 0-85296-897-3. URL http://www.iee.org/Publish/Books/Power/Po022c. cfm#10.Scheduling.
GPBiB
W. B. Langdon, R. Poli, P. Nordin, and T. Fogarty,
editors. Late-Breaking Papers
of EuroGP-99, Goteborg, Sweden, 26-27 May
1999. URL ftp://ftp.cwi.nl/pub/
CWIreports/SEN/SEN-R9913.pdf. GPBiB
W. B. Langdon, E. Cantú-Paz, K. Mathias,
R. Roy, D. Davis,
R. Poli, K. Balakrishnan,
V. Honavar, G. Rudolph,
J. Wegener, L. Bull, M. A. Potter, A. C. Schultz, J. F. Miller, E. Burke, and N. Jonoska,
editors. GECCO 2002: Proceedings of the
Genetic and Evolutionary Computation Conference, New York, 9-13 July 2002. Morgan Kaufmann Publishers.
ISBN 1-55860-878-8. URL http://www.isgec.org/GECCO-2002.
GPBiB
W. B.
Langdon. A bibliography for genetic programming. In P. J.
Angeline and K. E.
Kinnear, Jr., editors, Advances in Genetic
Programming 2, chapter B,
pages 507-532. MIT Press, Cambridge, MA,
USA, 1996. ISBN 0-262-01158-1. URL http:
//www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/WBL.aigp2.appx.ps.gz%. GPBiB
W. B.
Langdon. Genetic Programming and Data
Structures. Kluwer, Boston, 1998. ISBN 0-7923-8135-1. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/gpdata. GPBiB
W. B. Langdon. Size fair and homologous tree genetic
programming crossovers. Genetic Programming
and Evolvable Machines, 1(1/2):95-119, April
2000. ISSN 1389-2576. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/WBL_ fairxo.pdf. GPBiB
W. B.
Langdon and W. Banzhaf. Repeated sequences
in linear genetic programming genomes. Complex Systems,
15(4):285-306, 2005. ISSN 0891-2513. URL http:
//www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/wbl_repeat_linear.pd%f. GPBiB
W. B.
Langdon, S. M. Gustafson, and J. Koza.
The Genetic Programming Bibliography,
1995-2008. URL http://www.cs.bham.ac.uk/~wbl/biblio/.
W. B. Langdon and P. Nordin.
Evolving hand-eye coordination for a humanoid robot
with machine code genetic programming. In J. F.
Miller, et al., editors,
Genetic Programming, Proceedings of
EuroGP'2001, volume 2038 of
LNCS, pages 313-324,
Lake Como, Italy, 18-20 April 2001. Springer-Verlag. ISBN
3-540-41899-7. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/wbl_handeye.ps.gz. GPBiB
W. B.
Langdon and R. Poli. Evolutionary solo pong
players. In D. Corne, et al., editors, Proceedings of the
2005 IEEE Congress on Evolutionary Computation, volume 3, pages 2621-2628,
Edinburgh, UK, 2-5 September 2005. IEEE Press. ISBN
0-7803-9363-5. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/pong_ cec2005.pdf. GPBiB
W. B. Langdon and R. Poli. On
turing complete T7 and MISC F-4 program fitness
landscapes. In D. V. Arnold, et al.,
editors, Theory of Evolutionary Algorithms, number 06061 in Dagstuhl
Seminar Proceedings, Dagstuhl, Germany, 5-10 February
2006. Internationales Begegnungs- und Forschungszentrum fuer Informatik
(IBFI), Schloss Dagstuhl, Germany. URL
http://drops.dagstuhl.de/opus/volltexte/
2006/595. <http://drops.dagstuhl.de/opus/volltexte/2006/595> [date of citation: 2006-01-01]. GPBiB
W. B.
Langdon and R. Poli. Mapping
non-conventional extensions of genetic
programming. Natural Computing,
7:21-43, March 2008. Invited contribution to special
issue on Unconventional computing. GPBiB
W. B. Langdon, T. Soule, R. Poli, and J. A. Foster. The
evolution of size and shape. In L. Spector, et al., editors, Advances in Genetic Programming 3,
chapter 8, pages
163-190. MIT Press, Cambridge, MA, USA, June 1999. ISBN 0-262-19423-6.
URL http://www.cs.bham.ac.uk/~wbl/aigp3/ch08.pdf. GPBiB
P. Larrañaga.
A review on estimation of distribution algorithms,
chapter 3, pages
57-100. Kluwer Academic Publishers, 2002.
P. Larrañaga and J. A.
Lozano. Estimation of Distribution
Algorithms, A New Tool for Evolutionary
Computation. Kluwer Academic Publishers,
2002.
S. Lavington, N. Dewhurst, E. Wilkins, and A. Freitas.
Interfacing knowledge discovery algorithms
to large database management systems.
Information and Software Technology, 41(9):605-617, 25 June 1999. URL http://www.sciencedirect.com/
science/article/B6V0B-3WN7DYN-8/1/cdabdda0%9c085c6a4536aa5e116366ee. special issue on data mining.
GPBiB
K. S.
Leung, K. H. Lee, and S. M.
Cheang. Genetic parallel programming - evolving
linear machine codes on a multiple-ALU processor. In S. Yaacob,
et al., editors,
Proceedings of International Conference on Artificial Intelligence in
Engineering and Technology - ICAIET 2002, pages 207-213. Universiti Malaysia Sabah, June 2002. ISBN 983-2188-92-X. GPBiB
T. L.
Lew, A. B. Spencer, F. Scarpa,
K. Worden, A. Rutherford,
and F. Hemez.
Identification of response surface models using genetic programming. Mechanical Systems and
Signal Processing, 20(8):1819-1831, November
2006. GPBiB
D. R.
Lewin, S. Lachman-Shalem, and B. Grosman.
The role of process system engineering (PSE)
in integrated circuit (IC) manufacturing.
Control Engineering Practice,
15(7):793-802, July 2006. Special Issue on Award Winning Applications, 2005 IFAC World Congress. GPBiB
J. Li
and E. P. K.
Tsang. Investment decision making using FGP: A case study. In P. J. Angeline, et al.,
editors, Proceedings of the Congress on
Evolutionary Computation,
volume 2, pages 1253-1259, Mayflower Hotel,
Washington D.C., USA, 6-9 July 1999. IEEE
Press. ISBN 0-7803-5536-9 (softbound). URL http://www.cs.bham.ac.uk/
~jxl/cercialink/web/publication/CEC99.pdf.
GPBiB
L. Li, W. Jiang, X. Li,
K. L. Moser, Z. Guo,
L. Du, Q. Wang,
E. J. Topol, Q. Wang, and S. Rao. A robust hybrid
between genetic algorithm and support vector machine
for extracting an optimal feature gene subset.
Genomics, 85(1):16-23, January 2005. GPBiB
R. Linden and A. Bhaya. Evolving
fuzzy rules to model gene expression.
Biosystems, 88
(1-2):76-91, March 2007. GPBiB
A. Lindenmayer.
Mathematic models for cellular interaction in development, parts I and II. Journal of Theoretical
Biology, 18:280-299 and 300-315, 1968.
H. Lipson.
How to draw a straight line using a GP: Benchmarking evolutionary
design against 19th century kinematic
synthesis. In M. Keijzer, editor, Late Breaking Papers at the
2004 Genetic and Evolutionary Computation Conference,
Seattle, Washington, USA, 26 July 2004. URL
http://www.cs.bham.ac.uk/~wbl/biblio/gecco2004/ LBP063.pdf. GPBiB
J. Lohn,
G. Hornby, and D. Linden.
Evolutionary antenna design for a NASA spacecraft.
In U.-M. O'Reilly, et al., editors, Genetic Programming Theory and Practice II, chapter 18, pages 301-315.
Springer, Ann Arbor, 13-15 May 2004. ISBN 0-387-23253-2. GPBiB
J. Lohn,
A. Stoica, and D. Keymeulen,
editors. The Second NASA/DoD Workshop on Evolvable Hardware, Palo
Alto, California, 13-15 July 2000. IEEE Computer Society.
ISBN 0-7695-0762-X.
M. A.
Lones. Enzyme Genetic Programming:
Modelling Biological Evolvability in Genetic
Programming. PhD thesis, The University of
York, Heslington, York, YO10 5DD, UK,
September 2003. URL http://www-users.york.ac.uk/~mal503/common/thesis/ main.html. GPBiB
M. Looks. Scalable estimation-of-distribution program
evolution. In H. Lipson, editor,
GECCO, pages 539-546. ACM, 2007. ISBN
978-1-59593-697-4.
M. Looks,
B. Goertzel, and C. Pennachin.
Learning computer programs with the bayesian
optimization algorithm. In H.-G. Beyer, et al.,
editors, GECCO 2005:
Proceedings of the 2005 conference on Genetic and evolutionary
computation,
volume 1, pages 747-748, Washington DC, USA,
25-29 June 2005. ACM Press. ISBN
1-59593-010-8. URL http://www.cs.bham.ac.uk/~wbl/biblio/gecco2005/ docs/p747.pdf. GPBiB
J. Louchet.
Using an individual evolution strategy for stereovision.
Genetic Programming and Evolvable Machines, 2(2):101-109, June 2001. ISSN 1389-2576. GPBiB
J. Louchet, M. Guyon, M.-J.
Lesot, and A. Boumaza. Dynamic flies: a new
pattern recognition tool applied to stereo
sequence processing. Pattern Recognition
Letters, 23
(1-3):335-345, January 2002. GPBiB
J. Loviscach
and J. Meyer-Spradow. Genetic programming of
vertex shaders. In M. Chover,
et al., editors,
Proceedings of EuroMedia 2003, pages 29-31,
2003. GPBiB
S. Luke.
Evolving soccerbots: A retrospective. In
Proceedings of the 12th Annual Conference
of the Japanese Society for Artificial Intelligence,
1998. URL http:
//www.cs.gmu.edu/~sean/papers/robocupShort.pdf.
GPBiB
S. Luke.
Two fast tree-creation algorithms for genetic programming.
IEEE Transactions on Evolutionary
Computation, 4(3):274-283, September 2000.
URL http://
ieeexplore.ieee.org/iel5/4235/18897/00873237.pdf.
GPBiB
S. Luke
and L. Panait. Lexicographic parsimony
pressure. In W. B. Langdon, et al., editors, GECCO 2002:
Proceedings of the Genetic and Evolutionary Computation
Conference, pages 829-836, New York, 9-13
July 2002. Morgan Kaufmann Publishers. ISBN
1-55860-878-8. URL http://cs.gmu.edu/~sean/papers/lexicographic.pdf. GPBiB
S. Luke,
L. Panait, G. Balan,
S. Paus, Z. Skolicki,
E. Popovici, J. Harrison, J. Bassett, R. Hubley,
and A. Chircop. ECJ: A Java-based
Evolutionary Computation Research System ,
2000-2007. URL http://www.cs.gmu.edu/~eclab/projects/ecj/.
S. Luke
and L. Spector. A comparison of crossover
and mutation in genetic programming. In J. R. Koza, et al., editors, Genetic Programming 1997: Proceedings of the Second Annual Conference, pages
240-248, Stanford University, CA, USA, 13-16 July 1997.
Morgan Kaufmann. URL http://www.cs.gmu.edu/~sean/papers/comparison/ comparison.pdf. GPBiB
E. Lukschandl, H. Borgvall, L. Nohle, M. Nordahl, and P. Nordin. Distributed java
bytecode genetic programming. In R. Poli, et al., editors, Genetic
Programming, Proceedings of EuroGP'2000, volume 1802 of LNCS, pages 316-325, Edinburgh, 15-16
April 2000. Springer-Verlag. ISBN 3-540-67339-3. URL http://www.springerlink.
com/openurl.asp?genre=article&issn=0302-9743&vo%lume=1802&spage=316. GPBiB
E. Lutton,
J. Levy-Vehel, G. Cretin,
P. Glevarec, and C. Roll.
Mixed IFS: Resolution of the inverse problem
using genetic programming. Complex Systems, 9:375-398, 1995a. GPBiB
E. Lutton,
J. Levy-Vehel, G. Cretin,
P. Glevarec, and C. Roll.
Mixed IFS: Resolution of the inverse problem
using genetic programming. Research Report No 2631, Inria,
1995b. URL http://citeseer.ist.psu.edu/cretin95mixed.html. GPBiB
R. M.
MacCallum. Introducing a perl genetic programming system: and can meta-evolution solve the bloat problem? In C. Ryan,
et al., editors,
Genetic Programming, Proceedings of
EuroGP'2003, volume 2610 of
LNCS, pages 364-373,
Essex, 14-16 April 2003. Springer-Verlag. ISBN 3-540-00971-X. URL
http:
//www.sbc.su.se/~maccallr/publications/perlgp_eurogp2003.pdf. GPBiB
P. Machado
and J. Romero, editors.
The Art of Artificial Evolution. Springer,
2008.
A. J. Marek, W. D. Smart, and M. C. Martin. Learning visual feature detectors for obstacle avoidance using genetic programming. In E. Cantú-Paz, editor,
Late Breaking Papers at the
Genetic and Evolutionary Computation Conference (GECCO-2002), pages 330-336, New York, NY,
July 2002. AAAI. URL http://www.martincmartin.com/papers/
LearingVisualFeatureDetectorsForObs%tAvoidGP_GECCO2002Marek.pdf. GPBiB
P. Marenbach.
Using prior knowledge and obtaining process insight in data based modelling of bioprocesses.
System Analysis Modelling Simulation,
31:39-59, 1998. GPBiB
J. P.
Marney, D. Miller, C. Fyfe,
and H. F. E.
Tarbert. Risk adjusted returns to technical
trading rules: a genetic programming approach. In
7th International Conference of Society of
Computational Economics, Yale, 28-29 June
2001. GPBiB
M. C.
Martin. Evolving visual sonar: Depth from monocular images.
Pattern Recognition Letters,
27(11):1174-1180, August 2006. URL http://martincmartin.com/papers/ EvolvingVisualSonarPatternRecognitionLe%tters2006.pdf. Evolutionary Computer Vision
and Image Understanding. GPBiB
P. Martin.
A hardware implementation of a genetic programming system using FPGAs and Handel-C. Genetic
Programming and Evolvable Machines,
2(4):317-343, December 2001. ISSN 1389-2576.
URL http://www.naiadhome.com/gpem-d.pdf.
GPBiB
P. Martin. A pipelined hardware implementation of genetic
programming using FPGAs and Handel-C. In J. A. Foster, et al., editors, Genetic Programming, Proceedings
of the 5th European Conference, EuroGP 2002,
volume 2278 of LNCS,
pages 1-12, Kinsale, Ireland, 3-5 April
2002. Springer-Verlag. ISBN 3-540-43378-3. GPBiB
P. Martin and R. Poli. Crossover
operators for A hardware implementation of GP
using FPGAs and Handel-C. In W. B. Langdon,
et al., editors,
GECCO 2002: Proceedings of the Genetic and
Evolutionary Computation Conference, pages
845-852, New York, 9-13 July 2002. Morgan
Kaufmann Publishers. ISBN 1-55860-878-8. URL http://www.cs.bham.ac.uk/~wbl/biblio/gecco2002/gp284.ps. GPBiB
S. Martinez-Jaramillo and E. P. K. Tsang. An heterogeneous, endogenous and
co-evolutionary GP-based financial market.
IEEE Transactions on Evolutionary
Computation, 2007. accepted for publication.
P. Massey,
J. A. Clark, and S. Stepney.
Evolution of a human-competitive quantum
fourier transform algorithm using genetic programming. In H.-G. Beyer,
et al., editors, GECCO 2005: Proceedings of the 2005 conference on
Genetic and evolutionary computation, volume 2, pages 1657-1663,
Washington DC, USA, 25-29 June 2005. ACM
Press. ISBN 1-59593-010-8. URL http://www.cs.bham.ac.uk/~wbl/biblio/
gecco2005/docs/p1657.pdf. GPBiB
S. R.
Maxwell, III. Why might some problems be difficult for genetic
programming to find solutions? In J. R. Koza, editor, Late
Breaking Papers at the Genetic Programming
1996 Conference Stanford University July 28-31, 1996,
pages 125-128, Stanford University, CA, USA,
28-31 July 1996. Stanford Bookstore. ISBN 0-18-201031-7. GPBiB
S. R.
Maxwell, III. Experiments with a coroutine model for genetic
programming. In
Proceedings of the 1994 IEEE World Congress on Computational
Intelligence,
volume 1, pages 413-417a, Orlando, Florida,
USA, 27-29 June 1994. IEEE Press. ISBN
0-7803-1899-4. URL http://ieeexplore.ieee.org/iel2/1125/8059/00349915.pdf? isNumber=8059. GPBiB
J. McCormack. New challenges for evolutionary music and art. SIGEvolution, 1(1):5-11, April 2006. URL http://www.sigevolution.org/2006/01/issue.pdf. GPBiB
A. C.
McGovern, D. Broadhurst, J. Taylor,
N. Kaderbhai, M. K.
Winson, D. A. Small,
J. J. Rowland, D. B.
Kell, and R. Goodacre. Monitoring of complex
industrial bioprocesses for metabolite
concentrations using modern spectroscopies and machine
learning: Application to gibberellic acid production.
Biotechnology and Bioengineering, 78(5):527-538, 5 June 2002. URL http://dbkgroup.org/Papers/biotechnol_bioeng_
78_(527).pdf. GPBiB
B. McKay,
M. Willis, D. Searson,
and G. Montague. Nonlinear continuum
regression: an evolutionary approach. Transactions of the Institute of Measurement and Control, 22(2):125-140, 2000. URL
http://www.ingentaconnect.com/content/arn/tm/2000/ 00000022/00000002/art%00007.
GPBiB
B. McKay,
M. J. Willis, and G. W.
Barton. Using a tree structured genetic
algorithm to perform symbolic regression. In A. M. S. Zalzala, editor, First International Conference on Genetic Algorithms in
Engineering Systems: Innovations and
Applications, GALESIA, volume 414, pages
487-492, Sheffield, UK, 12-14 September
1995. IEE. ISBN 0-85296-650-4. URL http://scitation.aip.org/getpdf/
servlet/GetPDFServlet?filetype=pdf&id=I%
EECPS0019950CP414000487000001&idtype=cvips&prog=normal.
GPBiB
N. F.
McPhee and N. J. Hopper. Analysis of genetic
diversity through population history. In W. Banzhaf, et al., editors, Proceedings of the Genetic and Evolutionary
Computation Conference, volume 2,
pages 1112-1120, Orlando, Florida, USA, 13-17
July 1999. Morgan Kaufmann. ISBN 1-55860-611-4. URL http://www.cs.bham.ac. uk/~wbl/biblio/gecco1999/GP-421.pdf.
GPBiB
N. F. McPhee, N. J. Hopper, and
M. L. Reierson. Sutherland: An extensible object-oriented software framework for evolutionary
computation. In J. R. Koza,
et al., editors,
Genetic Programming 1998: Proceedings of the Third Annual
Conference, page 241, University of
Wisconsin, Madison, Wisconsin, USA, 22-25 July
1998. Morgan Kaufmann. ISBN 1-55860-548-7. URL http://www.mrs.umn.edu/
~mcphee/Research/Sutherland/sutherland_gp98_anno%uncement.ps.gz. GPBiB
N. F. McPhee, A. Jarvis, and E. F. Crane. On the strength of size limits in linear
genetic programming. In K. Deb,
et al., editors,
Genetic and Evolutionary Computation -
GECCO-2004, Part II, volume 3103 of Lecture Notes in Computer Science,
pages 593-604, Seattle, WA, USA, 26-30 June
2004. Springer-Verlag. ISBN 3-540-22343-6.
URL http://link.springer.de/link/service/series/0558/bibs/3103/31030593. htm%. GPBiB
N. F.
McPhee and J. D. Miller. Accurate
replication in genetic programming. In L. Eshelman, editor, Genetic
Algorithms: Proceedings of the Sixth International
Conference (ICGA95), pages 303-309,
Pittsburgh, PA, USA, 15-19 July 1995. Morgan
Kaufmann. ISBN 1-55860-370-0. URL http://www.mrs.umn.edu/~mcphee/Research/
Accurate_replication.ps. GPBiB
N. F. McPhee, B. Ohs, and T. Hutchison. Semantic building blocks in genetic programming. In EurogGP 2008:
Proceedings of the 2008 European Conference on
Genetic Programming, 2008.
N. F. McPhee and R. Poli. A
schema theory analysis of the evolution of size
in genetic programming with linear representations. In J. F.
Miller, et al.,
editors, Genetic Programming, Proceedings
of EuroGP'2001, volume 2038 of
LNCS, pages 108-125, Lake Como, Italy, 18-20
April 2001. Springer-Verlag. ISBN
3-540-41899-7. URL http://cswww.essex.ac.uk/staff/poli/papers/
McPhee-EUROGP2001-ST-Linear-%Bloat.pdf.
GPBiB
N. F.
McPhee and R. Poli. Using schema theory to
explore interactions of multiple operators.
In W. B. Langdon, et al.,
editors, GECCO 2002: Proceedings of the
Genetic and Evolutionary Computation
Conference, pages 853-860, New York, 9-13
July 2002. Morgan Kaufmann Publishers. ISBN
1-55860-878-8. URL http://www.cs.bham.ac.
uk/~wbl/biblio/gecco2002/GP139.pdf.
GPBiB
R. R. F. Mendes, F. de B. Voznika, J. C. Nievola, and A. A. Freitas. Discovering fuzzy
classification rules with genetic programming and co-evolution. In L. Spector, et al.,
editors, Proceedings of the Genetic and
Evolutionary Computation Conference
(GECCO-2001), page 183, San Francisco,
California, USA, 7-11 July 2001. Morgan
Kaufmann. ISBN 1-55860-774-9. URL http://www.cs.bham.ac.uk/~wbl/biblio/
gecco2001/d02.pdf. GPBiB
P. K. Mercure, G. F. Smits, and
A. Kordon. Empirical emulators for first
principle models. In
AIChE Fall Annual Meeting, Reno Hilton, 6
November 2001. URL http://www.aiche.org/conferences/techprogram/paperdetail.asp?PaperID= 23%73&DSN=annual01.
GPBiB
J. Meyer-Spradow
and J. Loviscach. Evolutionary design of
BRDFs. In M. Chover,
et al., editors,
Eurographics 2003 Short Paper Proceedings,
pages 301-306, 2003. URL http://viscg.uni-muenster.de/publications/2003/ML03/evolutionary_web. pd%f. GPBiB
J. Miller,
M. Tomassini, P. L.
Lanzi, C. Ryan, A. G. B. Tettamanzi, and W. B. Langdon, editors. Genetic
Programming, Proceedings of EuroGP'2001,
volume 2038 of LNCS,
Lake Como, Italy, 18-20 April 2001. Springer-Verlag. ISBN
3-540-41899-7. URL http://link.springer.de/link/service/series/0558/tocs/t2038.htm. GPBiB
J. F.
Miller. An empirical study of the efficiency of learning boolean
functions using a cartesian genetic
programming approach. In W. Banzhaf, et al., editors, Proceedings of the Genetic and Evolutionary Computation Conference, volume 2, pages 1135-1142, Orlando, Florida, USA, 13-17 July 1999. Morgan Kaufmann.
ISBN 1-55860-611-4. URL http://citeseer.ist.psu.edu/153431.html. GPBiB
J. F.
Miller and S. L. Smith. Redundancy and
computational efficiency in cartesian
genetic programming. IEEE Transactions on
Evolutionary Computation, 10(2):
167-174, April 2006. GPBiB
J. F.
Miller, A. Thompson, P. Thomson,
and T. C. Fogarty, editors.
Proceedings of the Third International
Conference on Evolvable Systems, ICES 2000,
volume 1801 of
LNCS, Edinburgh, Scotland, UK, 17-19 April
2000. Springer-Verlag. ISBN 3-540-67338-5.
B. Mitavskiy and J. Rowe. Some
results about the markov chains associated to GPs and
to general EAs. Theoretical Computer
Science, 361(1):72-110, 28 August 2006.
GPBiB
D. J.
Montana. Strongly typed genetic programming.
Evolutionary Computation, 3(2):
199-230, 1995. URL http://vishnu.bbn.com/papers/stgp.pdf.
GPBiB
G. E.
Moore. Cramming more components onto integrated circuits.
Electronics,
38(8):114-117, 1965. URL ftp://download.intel.com/museum/Moores_Law/ Articles-Press_Releases/Gord%on_Moore_1965_Article.pdf.
J. H.
Moore, J. S. Parker, N. J.
Olsen, and T. M. Aune. Symbolic discriminant
analysis of microarray data in automimmune
disease. Genetic Epidemiology,
23:57-69, 2002. GPBiB
A. A. Motsinger, S. L. Lee, G. Mellick, and M. D. Ritchie.
GPNN: Power studies and applications of a
neural network method for detecting gene-gene interactions in studies of human disease. BMC
bioinformatics [electronic resource],
7(1):39-39, January 25
2006. ISSN 1471-2105. URL http://www.biomedcentral.com/1471-2105/7/39. GPBiB
H. Mühlenbein and T. Mahnig.
Convergence theory and application of the factorized
distribution algorithm. Journal of
Computing and Information Technology,
7(1):19-32, 1999a.
H. Mühlenbein and T. Mahnig.
FDA - a scalable evolutionary algorithm for the
optimization of additively decomposed functions.
Evolutionary Computation, 7(4):
353-376, 1999b.
C. J.
Neely. Risk-adjusted, ex ante, optimal technical trading rules in
equity markets. International Review of
Economics and Finance, 12(1):69-87, Spring
2003. URL http://research.stlouisfed.org/wp/1999/1999-015.pdf. GPBiB
C. J.
Neely and P. A. Weller. Technical trading
rules in the european monetary system. Journal of International Money and Finance,
18(3):429-458, 1999. URL http://research.stlouisfed.org/wp/1997/97-015.pdf. GPBiB
C. J.
Neely and P. A. Weller. Technical analysis
and central bank intervention. Journal of International Money and Finance,
20(7):949-970, December 2001. URL http:
//research.stlouisfed.org/wp/1997/97-002.pdf.
GPBiB
C. J.
Neely, P. A. Weller, and R. Dittmar.
Is technical analysis in the foreign
exchange market profitable? A genetic programming approach.
The Journal of Financial and Quantitative
Analysis, 32(4):405-426, December 1997. ISSN
00221090. URL http://links.jstor.org/sici?sici=0022-1090%28199712%2932%3A4%3C405% 3AIT%AITF%3E2.0.CO%3B2-T.
GPBiB
C. J.
Neely, P. A. Weller, and J. M.
Ulrich. The adaptive markets hypothesis: evidence
from the foreign exchange market. Working Paper 2006-046B, Federal
Reserve Bank of St. Louis, Research
Division, P.O. Box 442, St. Louis, MO 63166, USA, August
2006. URL http://research.stlouisfed.org/wp/2006/2006-046.pdf. Revised March 2007. GPBiB
O. Nicolotti, V. J. Gillet, P. J. Fleming, and D. V. S. Green. Multiobjective
optimization in quantitative structure-activity relationships: Deriving
accurate and interpretable QSARs. Journal of Medicinal Chemistry,
45(23):5069-5080, November 7 2002. ISSN
0022-2623. URL http://pubs3.acs.org/acs/journals/doilookup?in_ doi=10.1021/jm020919o.
GPBiB
N. Nikolaev and H. Iba. Adaptive Learning of Polynomial Networks Genetic Programming, Backpropagation and Bayesian Methods. Number 4 in Genetic and Evolutionary Computation. Springer, 2006. ISBN
0-387-31239-0. June. GPBiB
N. Y. Nikolaev and H. Iba.
Genetic programming of polynomial models for financial
forecasting. In S.-H. Chen, editor, Genetic
Algorithms and Genetic Programming in
Computational Finance, chapter 5,
pages 103-123. Kluwer Academic Press, 2002.
ISBN 0-7923-7601-3. GPBiB
A. E. Nix and M. D. Vose.
Modeling genetic algorithms with Markov chains.
Annals of Mathematics and Artificial
Intelligence, 5:79-88, 1992.
P. Nordin.
A compiling genetic programming system that directly manipulates the machine code. In K. E.
Kinnear, Jr., editor, Advances in Genetic
Programming,
chapter 14, pages 311-331. MIT Press, 1994.
URL http://cognet.mit.edu/library/
books/view?isbn=0262111888. GPBiB
P. Nordin. Evolutionary Program Induction of Binary Machine Code
and its Applications.
PhD thesis, der Universitat Dortmund am Fachereich Informatik, 1997.
GPBiB
P. Nordin
and W. Banzhaf. Programmatic compression of
images and sound. In J. R.
Koza, et al., editors,
Genetic Programming 1996: Proceedings of the First Annual
Conference, pages 345-350, Stanford
University, CA, USA, 28-31 July 1996. MIT Press.
URL http://www.cs.mun.ca/~banzhaf/papers/gp96.pdf. GPBiB
P. Nordin,
W. Banzhaf, and F. D.
Francone. Efficient evolution of machine code for
CISC architectures using instruction blocks and homologous crossover.
In L. Spector, et al., editors, Advances in
Genetic Programming 3, chapter 12,
pages 275-299. MIT Press, Cambridge, MA,
USA, June 1999. ISBN 0-262-19423-6. URL http:
//www.aimlearning.com/aigp31.pdf.
GPBiB
P. Nordin
and W. Johanna.
Humanoider: Sjavlarande robotar och artificiell intelligens. Liber, 2003. GPBiB
nVidia.
NVIDIA CUDA Compute Unified Device Architecture, programming guide. Technical Report version 0.8, NVIDIA, 12 Feb 2007.
H. Oakley.
Two scientific applications of genetic programming: Stack filters and non-linear equation fitting to chaotic data. In K. E. Kinnear, Jr., editor,
Advances in Genetic Programming,
chapter 17, pages 369-389. MIT Press, 1994.
URL http:
//cognet.mit.edu/library/books/view?isbn=0262111888.
GPBiB
J. R. Olsson. Inductive
functional programming using incremental program
transformation and Execution of logic programs by iterative-deepening
A* SLD-tree search.
Dr scient thesis, University of Oslo, Norway, 1994.
J. R.
Olsson. How to invent functions. In R. Poli,
et al., editors,
Genetic Programming, Proceedings of
EuroGP'99, volume 1598 of
LNCS, pages 232-243, Goteborg, Sweden, 26-27 May 1999. Springer-Verlag. ISBN 3-540-65899-8. URL
http://www.ia-stud.
hiof.no/~rolando/abstrart1.ps. GPBiB
R. R.
Olsson. Inductive functional programming
using incremental program transformation.
Artificial Intelligence, 74
(1):55-81, March 1995. URL http://www.sciencedirect.com/science?_ob=MImg&_
imagekey=B6TYF-4002FJH-9%-1&_cdi=5617&_orig=browse&_coverDate=03%2F31%
2F1995&_sk=999259998&wchp=dGLbVlb%-lSzBV&_acct=C000010182&_version=1&_
userid=125795&md5=ba5db57b3fa83d990440da8d%fd8afcd7&ie=f.pdf. GPBiB
M. Oltean.
Evolving evolutionary algorithms using linear genetic programming. Evolutionary Computation,
13(3):387-410, Fall 2005. ISSN 1063-6560. GPBiB
M. Oltean and D. Dumitrescu.
Evolving TSP heuristics using multi expression
programming. In M. Bubak, et al.,
editors, Computational Science - ICCS 2004: 4th International Conference, Part II,
volume 3037 of Lecture Notes in Computer Science, pages 670-673,
Krakow, Poland, 6-9 June 2004. Springer-Verlag. ISBN
3-540-22115-8. URL http://springerlink.metapress.com/openurl.asp?genre= article&issn=0302-9%743&volume=3037&spage=670. GPBiB
R. Ondas,
M. Pelikan, and K. Sastry.
Genetic programming, probabilistic incremental
program evolution, and scalability. In J. Knowles,
editor, WSC10: 10th Online World Conference on Soft Computing in Industrial Applications, pages 363-372, On the World
Wide Web, 19 September - 7 October 2005. ISBN 3-540-29123-7. URL
http://isxp1010c.sims.cranfield.ac.uk/Papers/paper122.pdf. GPBiB
M. O'Neill
and C. Ryan.
Grammatical Evolution: Evolutionary Automatic Programming
in a Arbitrary Language, volume 4
of Genetic programming.
Kluwer Academic Publishers, 2003. ISBN
1-4020-7444-1. URL http://www.wkap.nl/prod/b/
1-4020-7444-1. GPBiB
M. O'Neill,
C. Ryan, M. Keijzer,
and M. Cattolico. Crossover in grammatical
evolution. Genetic Programming and
Evolvable Machines, 4(1):67-93, March 2003.
ISSN 1389-2576. GPBiB
S. Openshaw and I. Turton.
Building new spatial interaction models using genetic
programming. In T. C. Fogarty, editor, Evolutionary Computing,
Lecture Notes in Computer Science, Leeds,
UK, 11-13 April 1994. Springer-Verlag. URL http:
//www.geog.leeds.ac.uk/papers/94-1/94-1.pdf.
GPBiB
U.-M. O'Reilly. An Analysis of Genetic Programming.
PhD thesis, Carleton University,
Ottawa-Carleton Institute for Computer Science, Ottawa, Ontario,
Canada, 22 September 1995. URL http://www.cs.ucl.ac.uk/staff/W.Langdon/ftp/papers/ oreilly/abstract.ps.%gz.
GPBiB
U.-M.
O'Reilly. Investigating the generality of automatically defined
functions. In J. R.
Koza, et al., editors,
Genetic Programming 1996: Proceedings of the First Annual
Conference, pages 351-356, Stanford
University, CA, USA, 28-31 July 1996. MIT Press.
URL http://citeseer.ist.psu.edu/24128.html.
GPBiB
U.-M. O'Reilly
and M. Hemberg. Integrating generative
growth and evolutionary computation for form
exploration. Genetic Programming and
Evolvable Machines, 8
(2):163-186, June 2007. ISSN 1389-2576. Special issue on developmental
systems. GPBiB
U.-M.
O'Reilly and F. Oppacher. Program search
with a hierarchical variable length
representation: Genetic programming, simulated annealing and hill
climbing. In Y. Davidor,
et al., editors,
Parallel Problem Solving from Nature - PPSN III,
number 866 in Lecture Notes in Computer
Science, pages 397-406, Jerusalem, 9-14 October
1994a. Springer-Verlag. ISBN 3-540-58484-6. URL http://www.cs.ucl.ac.uk/staff/
W.Langdon/ftp/papers/ppsn-94.ps.gz.
GPBiB
U.-M.
O'Reilly and F. Oppacher. The troubling
aspects of a building block hypothesis for
genetic programming. In L. D. Whitley and M. D. Vose, editors, Foundations of Genetic Algorithms 3,
pages 73-88, Estes Park, Colorado, USA, 31 July-2 August
1994b. Morgan Kaufmann. ISBN 1-55860-356-5. URL http://citeseer.ist.psu.
edu/cache/papers/cs/163/http:zSzzSzwww.ai.mit.
e%duzSzpeoplezSzunamayzSzpaperszSzfoga.pdf/oreilly92troubling.pdf. Published 1995. GPBiB
U.-M.
O'Reilly, T. Yu, R. L.
Riolo, and B. Worzel, editors.
Genetic Programming Theory and Practice II, volume 8 of
Genetic Programming, Ann Arbor, MI, USA, 13-15 May 2004. Springer. ISBN 0-387-23253-2. URL http://www.springeronline.
com/sgw/cda/frontpage/0,11855,5-40356-22-3495%4683-0,00.html. GPBiB
M. Oussaidène, B. Chopard, O. V.
Pictet, and M. Tomassini. Parallel genetic programming and its application to trading model
induction. Parallel Computing,
23 (8):1183-1198, August 1997. URL http://citeseer.ist.psu.edu/cache/papers/cs/
166/http:zSzzSzlslwww.epfl.%chzSz~marcozSzparcomp.pdf/oussaidene97parallel. pdf. GPBiB
J. D.
Owens, D. Luebke, N. Govindaraju,
M. Harris, J. Kruger,
A. E. Lefohn, and
T. J. Purcell. A survey of general-purpose
computation on graphics hardware. Computer
Graphics Forum, 26(1):80-113, March 2007.
L. Panait and S. Luke.
Alternative bloat control methods. In K. Deb,
et al., editors,
Genetic and Evolutionary Computation - GECCO-2004, Part II,
volume 3103 of Lecture Notes in Computer
Science, pages 630-641, Seattle, WA, USA,
26-30 June 2004. Springer-Verlag. ISBN
3-540-22343-6. URL http://cs.gmu.edu/~lpanait/
papers/panait04alternative.pdf. GPBiB
J. Parent
and A. Nowe. Evolving compression
preprocessors with genetic programming. In
W. B. Langdon, et al.,
editors, GECCO 2002: Proceedings of the
Genetic and Evolutionary Computation
Conference, pages 861-867, New York, 9-13
July 2002. Morgan Kaufmann Publishers. ISBN
1-55860-878-8. URL http://www.cs.bham.ac.
uk/~wbl/biblio/gecco2002/gp256.ps.
GPBiB
D. Parrott,
X. Li, and V. Ciesielski.
Multi-objective techniques in genetic programming
for evolving classifiers. In D. Corne, et al., editors, Proceedings of
the 2005 IEEE Congress on Evolutionary
Computation, volume 2,
pages 1141-1148, Edinburgh, UK, 2-5
September 2005. IEEE Press. ISBN 0-7803-9363-5. URL http://goanna.cs. rmit.edu.au/~xiaodong/publications/183.pdf. GPBiB
M. Pelikan,
D. E. Goldberg, and E. Cantú-Paz. BOA: The Bayesian optimization
algorithm. In W. Banzhaf, et al.,
editors, Proc. of the Genetic and
Evolutionary Computation Conference
GECCO-99, volume I,
pages 525-532, Orlando, FL, 13-17 1999.
Morgan Kaufmann Publishers, San Fransisco, CA. ISBN 1-55860-611-4.
T. Perkis.
Stack-based genetic programming. In
Proceedings of the 1994 IEEE World Congress
on Computational Intelligence, volume 1, pages 148-153, Orlando, Florida,
USA, 27-29 June 1994. IEEE Press. URL http://citeseer.ist.psu.edu/432690.
html. GPBiB
W. Piaseczny, H. Suzuki, and H. Sawai. Chemical genetic programming - coevolution between genotypic strings and phenotypic trees. In K. Deb, et al., editors, Genetic and Evolutionary
Computation - GECCO-2004, Part II, volume
3103 of Lecture
Notes in Computer Science, pages 715-716,
Seattle, WA, USA, 26-30 June 2004.
Springer-Verlag. ISBN 3-540-22343-6. URL http://link.springer.de/link/
service/series/0558/bibs/3103/31030715.htm%.
GPBiB
N. Pillay.
Evolving solutions to ASCII graphics programming problems in
intelligent programming tutors. In R. Akerkar, editor,
International Conference on Applied
Artificial Intelligence (ICAAI'2003), pages
236-243, Fort Panhala, Kolhapur, India,
15-16 December 2003. TMRF. ISBN 81-901918-0-2. GPBiB
H. Pohlheim. Visualization of evolutionary algorithms - set
of standard techniques and multidimensional
visualization. In W. Banzhaf, et al.,
editors, Proceedings of
the Genetic and Evolutionary Computation Conference,
volume 1, pages 533-540,
Orlando, Florida, USA, 13-17 July 1999. Morgan Kaufmann. ISBN
1-55860-611-4. URL http://www.cs.bham.ac.uk/~wbl/biblio/gecco1999/GA-820.pdf.
R. Poli.
Discovery of symbolic, neuro-symbolic and neural networks with parallel distributed genetic programming. Technical Report
CSRP-96-14, University of Birmingham, School
of Computer Science, August 1996a. URL ftp://ftp.cs.bham.
ac.uk/pub/tech-reports/1996/CSRP-96-14.ps.gz.
Presented at 3rd International Conference on
Artificial Neural Networks and Genetic Algorithms, ICANNGA'97. GPBiB
R. Poli.
Genetic programming for image analysis. In J. R.
Koza, et al., editors,
Genetic Programming 1996: Proceedings of
the First Annual Conference, pages 363-368, Stanford University, CA, USA, 28-31 July 1996b. MIT
Press. URL http://cswww.
essex.ac.uk/staff/rpoli/papers/Poli-GP1996.pdf.
GPBiB
R. Poli.
Parallel distributed genetic programming. In D. Corne,
et al., editors,
New Ideas in Optimization,
Advanced Topics in Computer Science, chapter 27,
pages 403-431. McGraw-Hill, Maidenhead,
Berkshire, England, 1999a. ISBN 0-07-709506-5. URL http://citeseer.ist.psu.edu/328504.html. GPBiB
R. Poli. Sub-machine-code GP: New results and extensions. In
R. Poli, et al.,
editors, Genetic Programming, Proceedings
of EuroGP'99, volume 1598 of
LNCS, pages 65-82,
Goteborg, Sweden, 26-27 May 1999b. Springer-Verlag. ISBN 3-540-65899-8.
URL http://www.cs.essex.ac.uk/staff/poli/papers/Poli-EUROGP1999.pdf. GPBiB
R. Poli. Hyperschema theory for GP with one-point crossover,
building blocks, and some new results in GA
theory. In R. Poli, et al.,
editors, Genetic Programming, Proceedings of EuroGP'2000, volume 1802
of LNCS, pages
163-180, Edinburgh, 15-16 April 2000a.
Springer-Verlag. ISBN 3-540-67339-3. URL http://www.springerlink.com/openurl. asp?genre=article&issn=0302-9743&vo%lume=1802&spage=163. GPBiB
R. Poli. Exact schema theorem and effective fitness for GP
with one-point crossover. In D. Whitley,
et al., editors,
Proceedings of the Genetic and Evolutionary Computation
Conference, pages 469-476, Las Vegas, July
2000b. Morgan Kaufmann.
R. Poli. Exact schema theory for genetic programming and
variable-length genetic algorithms with
one-point crossover. Genetic Programming
and Evolvable Machines,
2(2):123-163, 2001a.
R. Poli. General schema theory for genetic programming with
subtree-swapping crossover. In
Genetic Programming, Proceedings of EuroGP 2001,
LNCS, Milan, 18-20 April 2001b.
Springer-Verlag.
R. Poli.
A simple but theoretically-motivated method to control bloat in genetic programming. In C. Ryan, et al., editors, Genetic
Programming, Proceedings of the 6th
European Conference, EuroGP 2003, LNCS,
pages 211-223, Essex, UK, 14-16 April 2003.
Springer-Verlag.
R. Poli. Tournament selection, iterated coupon-collection problem,
and backward-chaining evolutionary
algorithms. In A. H. Wright, et al.,
editors, Foundations of Genetic
Algorithms 8, volume 3469 of
Lecture Notes in Computer Science, pages
132-155, Aizu-Wakamatsu City, Japan, 5-9
January 2005. Springer-Verlag. ISBN 3-540-27237-2.
URL http://www.cs.essex.ac.uk/staff/rpoli/papers/foga2005_Poli.pdf. GPBiB
R. Poli,
C. Di Chio, and W. B.
Langdon. Exploring extended particle swarms: a genetic
programming approach. In H.-G. Beyer, et al.,
editors, GECCO 2005: Proceedings of the 2005 conference on Genetic and evolutionary
computation, volume 1,
pages 169-176, Washington DC, USA, 25-29
June 2005. ACM Press. ISBN 1-59593-010-8.
URL http://www.cs.essex.ac.uk/staff/poli/papers/geccopso2005.pdf. GPBiB
R. Poli
and W. B. Langdon. A new schema theory for
genetic programming with one-point crossover
and point mutation. In J. R. Koza, et al., editors, Genetic Programming 1997: Proceedings of the Second Annual
Conference, pages 278-285,
Stanford University, CA, USA, 13-16 July 1997. Morgan Kaufmann. URL
http: //citeseer.ist.psu.edu/327495.html.
GPBiB
R. Poli
and W. B. Langdon. Schema theory for genetic
programming with one-point crossover and
point mutation. Evolutionary Computation, 6(3):231-252, 1998a. URL http://cswww.essex.ac.uk/staff/poli/papers/Poli-ECJ1998.pdf. GPBiB
R. Poli
and W. B. Langdon. On the search properties
of different crossover operators in genetic
programming. In J. R. Koza, et al.,
editors, Genetic Programming 1998: Proceedings of the Third Annual Conference,
pages 293-301, University of Wisconsin,
Madison, Wisconsin, USA, 22-25 July 1998b. Morgan Kaufmann. ISBN
1-55860-548-7. URL http://www.cs.essex.ac.uk/staff/poli/papers/Poli-GP1998.pdf. GPBiB
R. Poli
and W. B. Langdon. Sub-machine-code genetic
programming. In L. Spector,
et al., editors,
Advances in Genetic Programming 3, chapter 13, pages 301-323. MIT Press,
Cambridge, MA, USA, June 1999. ISBN 0-262-19423-6. URL http:
//cswww.essex.ac.uk/staff/rpoli/papers/Poli-AIGP3-1999.pdf. GPBiB
R. Poli and W. B. Langdon.
Running genetic programming backward. In R. L.
Riolo, et al.,
editors, Genetic Programming Theory and
Practice. Kluwer, 2005a.
R. Poli
and W. B. Langdon. Running genetic
programming backward. In T. Yu,
et al., editors,
Genetic Programming Theory and Practice III,
volume 9 of
Genetic Programming,
chapter 9, pages 125-140. Springer, Ann
Arbor, 12-14 May 2005b. ISBN 0-387-28110-X.
URL http://www.cs.essex.ac.uk/staff/poli/papers/GPTP2005. pdf. GPBiB
R. Poli
and W. B. Langdon. Backward-chaining
evolutionary algorithms. Artificial Intelligence,
170(11):953-982, August 2006a. URL http://www.cs.essex.ac.uk/
staff/poli/papers/aijournal2006.pdf.
GPBiB
R. Poli
and W. B. Langdon. Efficient markov chain
model of machine code program execution and
halting. In R. L. Riolo, et al.,
editors, Genetic Programming Theory and Practice IV, volume 5 of Genetic and Evolutionary
Computation, chapter 13. Springer, Ann Arbor, 11-13 May 2006b. ISBN 0-387-33375-4.
URL http://www.cs.
essex.ac.uk/staff/poli/papers/GPTP2006.pdf.
GPBiB
R. Poli,
W. B. Langdon, and S. Dignum.
On the limiting distribution of program sizes
in tree-based genetic programming. In M. Ebner,
et al., editors,
Proceedings of the 10th European Conference
on Genetic Programming, volume 4445 of Lecture Notes in Computer
Science, pages 193-204, Valencia, Spain, 11
- 13 April 2007. Springer. ISBN
3-540-71602-5. GPBiB
R. Poli,
W. B. Langdon, and O. Holland.
Extending particle swarm optimisation via
genetic programming. In M. Keijzer, et al., editors, Proceedings of
the 8th European Conference on Genetic
Programming, volume 3447 of
Lecture Notes in Computer Science, pages 291-300, Lausanne, Switzerland, 30 March - 1 April
2005. Springer. ISBN 3-540-25436-6. URL
http://www.cs.essex.ac.uk/staff/poli/
papers/eurogpPSO2005.pdf. GPBiB
R. Poli,
W. B. Langdon, and N. F. McPhee. A field guide to
genetic programming. Published via http://lulu.com and freely available at
http://www.gp-field-guide.org.uk, 2008.
(With contributions by J. R. Koza). GPBiB
R. Poli and N. F. McPhee. A
linear estimation-of-distribution GP system. In
Proceedings of EuroGP 2008,
2008a. GPBiB
R. Poli and N. F. McPhee.
Covariant parsimony pressure in genetic programming.
Technical Report CES-480, Department of Computing and Electronic
Systems, University of Essex, January 2008b.
R. Poli and N. F. McPhee. Exact
schema theorems for GP with one-point and standard
crossover operating on linear structures and their application to the
study of the evolution of size. In J. F. Miller, et al., editors, Genetic Programming, Proceedings
of EuroGP'2001, volume 2038 of
LNCS, pages 126-142, Lake Como, Italy, 18-20
April 2001. Springer-Verlag. ISBN
3-540-41899-7. URL http://www.springerlink.com/
openurl.asp?genre=article&issn=0302-9743&vo%lume=2038&spage=126. GPBiB
R. Poli and N. F. McPhee. General
schema theory for genetic programming with
subtree-swapping crossover: Part I.
Evolutionary Computation, 11(1):53-66, March 2003a. URL http://cswww.essex.ac.uk/staff/rpoli/papers/ecj2003partI.pdf. GPBiB
R. Poli and N. F. McPhee. General
schema theory for genetic programming with
subtree-swapping crossover: Part II.
Evolutionary Computation, 11(2):169-206,
June 2003b. URL http://cswww.essex.ac.uk/staff/rpoli/papers/ecj2003partII.pdf. GPBiB
R. Poli,
N. F. McPhee, and J. E.
Rowe. Exact schema theory and markov chain models
for genetic programming and variable-length genetic algorithms with
homologous crossover.
Genetic Programming and Evolvable Machines,
5(1):31-70, March 2004. ISSN 1389-2576. URL
http://cswww.essex.ac.uk/staff/rpoli/papers/GPEM2004. pdf. GPBiB
R. Poli
and J. Page. Solving high-order boolean
parity problems with smooth uniform
crossover, sub-machine code GP and demes.
Genetic Programming and Evolvable Machines, 1(1/2):37-56, April 2000. ISSN 1389-2576. URL http://citeseer.ist. psu.edu/335584.html.
GPBiB
R. Poli,
J. Page, and W. B.
Langdon. Smooth uniform crossover, sub-machine code
GP and demes: A recipe for solving high-order boolean parity problems.
In W. Banzhaf, et al., editors, Proceedings of
the Genetic and Evolutionary Computation
Conference, volume 2,
pages 1162-1169, Orlando, Florida, USA, 13-17 July 1999.
Morgan Kaufmann. ISBN 1-55860-611-4. URL http://www.cs.bham.ac.uk/~wbl/
biblio/gecco1999/GP-466.pdf. GPBiB
R. Poli,
J. E. Rowe, and N. F.
McPhee. Markov chain models for GP and variable-length
GAs with homologous crossover. In L. Spector,
et al., editors,
Proceedings of the Genetic and Evolutionary
Computation Conference (GECCO-2001), pages 112-119, San Francisco, California, USA, 7-11 July 2001.
Morgan Kaufmann. ISBN 1-55860-774-9. URL
http://www.cs.bham.ac.uk/~wbl/biblio/gecco2001/d01.pdf. GPBiB
R. Poli, J. Woodward, and E. K. Burke. A histogram-matching approach to the evolution of bin-packing strategies. In
Proceedings of the IEEE Congress on
Evolutionary Computation, Singapore, 2007.
accepted.
R. Poli,
W. B. Langdon, M. Schoenauer,
T. Fogarty, and W. Banzhaf,
editors. Late Breaking Papers at EuroGP'98:
the First European Workshop on Genetic
Programming, Paris, France, 14-15 April
1998. URL http://www.cs.ucl.ac.uk/
staff/W.Langdon/ftp/papers/csrp-98-10.pdf.
GPBiB
R. Poli,
P. Nordin, W. B.
Langdon, and T. C. Fogarty, editors. Genetic Programming,
Proceedings of EuroGP'99, volume 1598 of LNCS, Goteborg, Sweden, 26-27
May 1999. Springer-Verlag. URL http://www.springerlink.com/openurl.asp?genre= article&issn=0302-9743&vo%lume=1598.
GPBiB
R. Poli,
W. Banzhaf, W. B.
Langdon, J. F. Miller, P. Nordin,
and T. C. Fogarty,
editors. Genetic Programming, Proceedings
of EuroGP'2000, volume 1802 of
LNCS, Edinburgh,
15-16 April 2000. Springer-Verlag. ISBN 3-540-67339-3. GPBiB
E. Popovici
and K. De Jong. The effects of interaction
frequency on the optimization performance of
cooperative coevolution. In M. Keijzer, et al., editors, GECCO 2006: Proceedings of the 8th annual conference on Genetic and
evolutionary computation,
volume 1, pages 353-360, Seattle,
Washington, USA, 8-12 July 2006. ACM Press.
ISBN 1-59593-186-4. URL http://www.cs.bham.ac.uk/~wbl/biblio/gecco2006/ docs/p353.pdf.
M. A.
Potter. The Design and Analysis of a
Computational Model of Cooperative
Coevolution. PhD thesis, George Mason
University, Washington, DC, spring 1997. URL
http://www.cs.gmu.edu/~mpotter/dissertation.html.
S. Priesterjahn, O. Kramer, A. Weimer, and A. Goebels.
Evolution of human-competitive agents in
modern computer games. In G. G. Yen, et al., editors, Proceedings of
the 2006 IEEE Congress on Evolutionary Computation,
pages 777-784, Vancouver, BC, Canada, 16-21
July 2006. IEEE Press. ISBN 0-7803-9487-9. URL http://ieeexplore.ieee.org/servlet/opac?punumber=11108.
A. Prügel-Bennett and J. L. Shapiro. An analysis of genetic algorithms using
statistical mechanics.
Physical Review Letters, 72:1305-1309, 1994.
J. C. F. Pujol. Evolution of
Artificial Neural Networks Using a Two-dimensional
Representation. PhD thesis, School of
Computer Science, University of Birmingham,
UK, April 1999. GPBiB
J. C. F. Pujol and R. Poli.
Evolution of the topology and the weights of neural
networks using genetic programming with a dual representation.
Technical Report CSRP-97-7, University of
Birmingham, School of Computer Science, February 1997.
URL ftp://ftp.cs.bham.ac.uk/pub/tech-reports/1997/CSRP-97-07.ps.gz. GPBiB
B. Punch
and D. Zongker. lil-gp Genetic Programming
System, 1998. URL http:
//garage.cse.msu.edu/software/lil-gp/index.html.
M. I.
Quintana, R. Poli, and E. Claridge.
On two approaches to image processing
algorithm design for binary images using GP. In G. R.
Raidl, et al., editors,
Applications of Evolutionary Computing, EvoWorkshops2003: EvoBIO,
EvoCOP, EvoIASP, EvoMUSART, EvoROB, EvoSTIM, volume 2611 of LNCS, pages 422-431, University of
Essex, England, UK, 14-16 April 2003. Springer-Verlag. GPBiB
M. I. Quintana, R. Poli, and E. Claridge. Morphological algorithm design for binary images using genetic programming.
Genetic Programming and Evolvable Machines,
7 (1):81-102, March 2006. ISSN 1389-2576.
URL http://cswww.essex.ac.uk/staff/
rpoli/papers/gpem2005.pdf. GPBiB
A. Ratle
and M. Sebag. Genetic programming and domain
knowledge: Beyond the limitations of
grammar-guided machine discovery. In M. Schoenauer,
et al., editors,
Parallel Problem Solving from Nature - PPSN VI 6th International
Conference,
volume 1917 of LNCS,
pages 211-220, Paris, France, 16-20 September 2000. Springer Verlag. URL http://www.lri.fr/~sebag/REF/PPSN00.ps.
GPBiB
A. Ratle
and M. Sebag. Avoiding the bloat with
probabilistic grammar-guided genetic
programming. In P. Collet, et al.,
editors, Artificial Evolution 5th International Conference, Evolution Artificielle, EA
2001, volume 2310 of
LNCS, pages
255-266, Creusot, France, October 29-31 2001. Springer Verlag. ISBN 3-540-43544-1. URL http://link.springer.de/link/service/series/0558/papers/ 2310/23100255.p%df.
GPBiB
J. Reggia, M. Tagamets, J. Contreras-Vidal, D. Jacobs, S. Weems, W. Naqvi,
R. Winder, T. Chabuk,
J. Jung, and C. Yang.
Development of a large-scale integrated
neurocognitive architecture - part 2: Design and architecture.
Technical Report TR-CS-4827,
UMIACS-TR-2006-43, University of Maryland, USA, October
2006. URL https://drum.umd.edu/dspace/bitstream/1903/3957/1/MarylandPart2. pdf. GPBiB
E. N.
Regolin and A. T. R.
Pozo. Bayesian automatic programming. In M. Keijzer, et al., editors, Proceedings of the 8th European Conference on Genetic Programming, volume
3447 of Lecture Notes in Computer Science, pages 38-49, Lausanne,
Switzerland, 30 March - 1 April 2005. Springer. ISBN
3-540-25436-6. URL http://springerlink.metapress.com/openurl.asp?genre= article&issn=0302-9%743&volume=3447&spage=38. GPBiB
D. M.
Reif, B. C. White, and J. H.
Moore. Integrated analysis of genetic, genomic, and
proteomic data. Expert Review of Proteomics, 1(1):67-75, 2004. ISSN 1473-7159. URL http://www.future-drugs.com/doi/abs/10.1586/14789450.1.1.67. GPBiB
C. W.
Reynolds. Flocks, herds, and schools: A distributed behavioral model. SIGGRAPH Computer Graphics, 21(4):25-34, July 1987. ISSN 0097-8930. URL http://www. red3d.com/cwr/papers/1987/boids.html.
R. L.
Riolo and B. Worzel.
Genetic Programming Theory and Practice,
volume 6 of
Genetic Programming. Kluwer, Boston, MA,
USA, 2003. ISBN 1-4020-7581-2. URL http://www.wkap.nl/prod/b/1-4020-7581-2.
Series Editor - John Koza. GPBiB
R. L.
Riolo, T. Soule, and B. Worzel,
editors. Genetic Programming Theory and Practice IV, volume 5 of Genetic and Evolutionary
Computation, Ann Arbor, 11-13
May 2007a. Springer. ISBN 0-387-33375-4. URL http://www.springer.com/west/
home/computer/foundations?SGWID=4-156-22-1%73660377-0.
GPBiB
R. L.
Riolo, T. Soule, and B. Worzel,
editors. Genetic Programming Theory and Practice V, Genetic and
Evolutionary Computation, Ann Arbor, 17-19 May 2007b.
Springer. GPBiB
M. D.
Ritchie, A. A. Motsinger, W. S.
Bush, C. S. Coffey, and J. H.
Moore. Genetic programming neural networks:
A powerful bioinformatics tool for human genetics.
Applied Soft Computing, 7(1):471-479,
January 2007. GPBiB
M. D.
Ritchie, B. C. White, J. S.
Parker, L. W. Hahn, and J. H.
Moore. Optimization of neural network
architecture using genetic programming improves detection and modeling of gene-gene interactions in studies of human
diseases. BMC Bioinformatics, 4(28), 7 July 2003. URL http://www.biomedcentral.com/1471-2105/4/28. GPBiB
D. Rivero,
J. R. R. nal, J. Dorado, and A. Pazos. Using
genetic programming for character
discrimination in damaged documents. In G. R.
Raidl, et al.,
editors, Applications of Evolutionary
Computing, EvoWorkshops2004: EvoBIO,
EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, EvoSTOC,
volume 3005 of LNCS,
pages 349-358, Coimbra, Portugal, 5-7 April 2004. Springer Verlag. ISBN 3-540-21378-3. GPBiB
RML Technologies.
Discipulus Genetic-Programming Software, 1998-2007. URL http:
//www.rmltech.com/.
A. Robinson and L. Spector. Using
genetic programming with multiple data types
and automatic modularization to evolve decentralized and coordinated
navigation in multi-agent systems. In E. Cantú-Paz, editor,
Late Breaking Papers at the Genetic and
Evolutionary Computation Conference (GECCO-2002),
pages 391-396, New York, NY, July 2002.
AAAI. GPBiB
K. Rodriguez-Vazquez, C. M.
Fonseca, and P. J. Fleming. Multiobjective
genetic programming: A nonlinear system
identification application. In J. R. Koza,
editor, Late Breaking Papers at the 1997
Genetic Programming Conference, pages
207-212, Stanford University, CA, USA, 13-16
July 1997. Stanford Bookstore. ISBN
0-18-206995-8. URL http://www.lania.mx/~ccoello/EMOO/katya97.ps.gz. GPBiB
K. Rodriguez-Vazquez, C. M.
Fonseca, and P. J. Fleming. Identifying the
structure of nonlinear dynamic systems using
multiobjective genetic programming. IEEE Transactions on Systems, Man and Cybernetics, Part A, 34(4):531-545, July 2004.
ISSN 1083-4427. GPBiB
J. P.
Rosca. Generality versus size in genetic programming. In J. R.
Koza, et al.,
editors, Genetic Programming 1996:
Proceedings of the First Annual Conference, pages 381-387, Stanford University, CA, USA, 28-31 July
1996. MIT Press. URL ftp://ftp.cs.rochester.edu/pub/u/rosca/gp/96.gp.ps.gz. GPBiB
J. P.
Rosca. Analysis of complexity drift in genetic programming. In J. R. Koza, et al.,
editors, Genetic Programming 1997:
Proceedings of the Second Annual Conference, pages 286-294, Stanford University, CA, USA, 13-16 July
1997. Morgan Kaufmann. URL ftp://ftp.cs.rochester.edu/pub/u/rosca/gp/97.gp.ps.gz. GPBiB
J. P.
Rosca. A probabilistic model of size drift. In R. L.
Riolo and B. Worzel, editors,
Genetic Programming Theory and Practice,
chapter 8, pages 119-136. Kluwer, 2003.
GPBiB
J. P.
Rosca and D. H. Ballard. Discovery of
subroutines in genetic programming. In P. J. Angeline and K. E. Kinnear,
Jr., editors, Advances in Genetic
Programming 2,
chapter 9, pages 177-202. MIT Press,
Cambridge, MA, USA, 1996a. ISBN
0-262-01158-1. URL ftp://ftp.cs.rochester.edu/pub/u/rosca/gp/96.aigp2.dsgp. ps.gz. GPBiB
J. P.
Rosca and D. H. Ballard. Complexity drift in
evolutionary computation with tree
representations. Technical Report NRL5, University of Rochester,
Computer Science Department, Rochester, NY,
USA, December 1996b. URL ftp://ftp.cs.rochester.
edu/pub/u/rosca/gp/96.drift.ps.gz.
GPBiB
J. P.
Rosca and D. H. Ballard. Rooted-tree
schemata in genetic programming. In L. Spector, et al., editors, Advances in Genetic Programming 3,
chapter 11, pages
243-271. MIT Press, Cambridge, MA, USA, June 1999. ISBN 0-262-19423-6.
URL http://www.cs.bham.ac.uk/~wbl/aigp3/ch11.pdf. GPBiB
B. J.
Ross, A. G. Gualtieri, F. Fueten,
and P. Budkewitsch. Hyperspectral image analysis using genetic programming.
Applied Soft Computing, 5(2):147-156,
January 2005. URL http://www.cosc.brocku.ca/~bross/research/gp_hyper.pdf. GPBiB
B. J.
Ross and H. Zhu. Procedural texture
evolution using multiobjective optimization.
New Generation Computing, 22(3):271-293,
2004. URL http://www.cosc.brocku.
ca/files/downloads/research/cs0218.pdf.
GPBiB
R. Rossi,
V. Liberali, and A. G. B. Tettamanzi. An application of genetic programming to electronic design automation: from frequency
specifications to VHDL code. In R. Roy, et al., editors, Soft Computing and Industry Recent Applications, pages 809-820.
Springer-Verlag, 10-24 September 2001. ISBN 1-85233-539-4. URL http:
//mago.crema.unimi.it/pub/RossiLiberaliTettamanzi2001.pdf. Published 2002. GPBiB
F. Rothlauf. Representations for genetic and evolutionary algorithms. Springer-Verlag, pub-SV:adr,
second edition, 2006. ISBN 3-540-25059-X. URL http://
download-ebook.org/index.php?target=desc&ebookid=5771.
First published 2002, 2nd edition available
electronically.
C. Ryan.
Pygmies and civil servants. In K. E.
Kinnear, Jr., editor, Advances in Genetic Programming, chapter 11, pages 243-263. MIT Press, 1994. URL http: //cognet.mit.edu/library/books/view?isbn=0262111888. GPBiB
C. Ryan. Reducing Premature Convergence in
Evolutionary Algorithms. PhD thesis,
University College, Cork, Ireland, 2 July 1996.
URL http://citeseer.ist.psu.edu/cache/papers/cs/6401/ftp:zSzzSzodyssey. ucc.%iezSzpubzSzgeneticzSzthesis.pdf/ryan96reducing.pdf. GPBiB
C. Ryan. Automatic Re-engineering of Software Using Genetic
Programming, volume 2 of Genetic Programming. Kluwer Academic Publishers, 1 November 1999. ISBN 0-7923-8653-1. URL http://www.wkap.nl/book.htm/0-7923-8653-1.
GPBiB
C. Ryan,
J. J. Collins, and M. O'Neill.
Grammatical evolution: Evolving programs for
an arbitrary language. In W. Banzhaf, et al., editors, Proceedings of
the First European Workshop on Genetic
Programming, volume 1391 of
LNCS, pages 83-95,
Paris, 14-15 April 1998. Springer-Verlag. ISBN 3-540-64360-5. URL
http://www. lania.mx/~ccoello/eurogp98.ps.gz.
GPBiB
C. Ryan,
T. Soule, M. Keijzer,
E. P. K. Tsang,
R. Poli, and E. Costa,
editors. Genetic Programming, Proceedings
of the 6th European Conference, EuroGP 2003, volume 2610 of LNCS, Essex, UK, 14-16 April 2003. Springer-Verlag. ISBN 3-540-00971-X. URL http://www.springerlink.com/openurl.asp?genre= article&issn=0302-9743&vo%lume=2610.
GPBiB
R. P.
Salustowicz and J. Schmidhuber.
Probabilistic incremental program evolution.
Evolutionary Computation, 5(2):123-141,
1997. URL ftp://ftp.idsia.ch/pub/
rafal/PIPE.ps.gz. GPBiB
R. P.
Sa
ustowicz,
M. A. Wiering, and J. Schmidhuber.
Learning team strategies: Soccer case
studies. Machine Learning,
33(2-3):263-282, 12 November 1998. ISSN 0885-6125.
URL ftp://ftp.idsia.ch/pub/rafal/soccer.ps.gz.
R. P. Salustowicz and J. Schmidhuber.
From probabilities to programs with probabilistic
incremental program evolution. In D. Corne,
et al., editors,
New Ideas in Optimization,
Advanced Topics in Computer Science, chapter 28,
pages 433-450. McGraw-Hill, Maidenhead,
Berkshire, England, 1999. ISBN 0-07-709506-5. GPBiB
A. L. Samuel. AI, where it has been and where it is going.
In IJCAI, pages
1152-1157, 1983.
A. Sarafopoulos. Automatic generation of affine IFS and
strongly typed genetic programming. In R. Poli, et al., editors, Genetic Programming, Proceedings of
EuroGP'99, volume 1598 of
LNCS, pages 149-160, Goteborg, Sweden, 26-27
May 1999. Springer-Verlag. ISBN
3-540-65899-8. URL http://www.springerlink.com/openurl. asp?genre=article&issn=0302-9743&vo%lume=1598&spage=149. GPBiB
K. Sastry and D. E. Goldberg.
Probabilistic model building and competent genetic
programming. In R. L. Riolo and B. Worzel, editors, Genetic
Programming Theory and Practise,
chapter 13, pages 205-220. Kluwer, 2003.
ISBN 1-4020-7581-2. GPBiB
M. D.
Schmidt and H. Lipson. Co-evolving fitness
predictors for accelerating and reducing
evaluations. In R. L. Riolo, et al.,
editors, Genetic Programming Theory and Practice IV, volume 5 of Genetic and Evolutionary
Computation, chapter 17, pages -. Springer, Ann Arbor,
11-13 May 2006. ISBN 0-387-33375-4. GPBiB
F. Schmiedle, N. Drechsler, D. Grosse, and R. Drechsler.
Priorities in multi-objective optimization
for genetic programming. In L. Spector, et al., editors, Proceedings of the Genetic and Evolutionary Computation Conference
(GECCO-2001), pages
129-136, San Francisco, California, USA, 7-11 July 2001. Morgan
Kaufmann. ISBN 1-55860-774-9. URL http://www.cs.bham.ac.uk/~wbl/biblio/gecco2001/d01.pdf. GPBiB
M. Schoenauer,
B. Lamy, and F. Jouve.
Identification of mechanical behaviour by
genetic programming part II: Energy formulation. Technical report,
Ecole Polytechnique, 91128 Palaiseau,
France, 1995. GPBiB
M. Schoenauer and M. Sebag. Using
domain knowledge in evolutionary system
identification. In K. C. Giannakoglou, et al., editors, Evolutionary
Methods for Design, Optimization and
Control with Applications to Industrial Problems,
Athens, 19-21 September 2001. URL http://arxiv.org/abs/cs/0602021. GPBiB
M. Schoenauer, M. Sebag, F. Jouve, B. Lamy, and H. Maitournam. Evolutionary
identification of macro-mechanical models. In P. J.
Angeline and K. E. Kinnear, Jr.,
editors, Advances in Genetic Programming 2, chapter 23, pages 467-488.
MIT Press, Cambridge, MA, USA, 1996. ISBN
0-262-01158-1. URL http://citeseer.ist.psu.
edu/cache/papers/cs/902/http:zSzzSzwww.eeaax.po%lytechnique.
frzSzpaperszSzmarczSzAGP2.pdf/schoenauer96evolutionary.pdf. GPBiB
M. Schoenauer,
K. Deb, G. Rudolph,
X. Yao, E. Lutton,
J. J. Merelo, and H.-P.
Schwefel, editors. Parallel Problem Solving
from Nature - PPSN VI 6th International
Conference, volume 1917 of
LNCS, Paris, France, 16-20 September 2000.
Springer Verlag. ISBN 3-540-41056-2. URL
http://www.springer.de/cgi-bin/search_book.
pl?isbn=3-540-41056-2. GPBiB
D. P.
Searson, G. A. Montague, and M. J.
Willis. Evolutionary design of process
controllers. In In Proceedings of the 1998
United Kingdom Automatic Control Council
International Conference on Control (UKACC International Conference on
Control '98),
volume 455 of IEE Conference Publications, University of Wales, Swansea,
UK, 1-4 September 1998. Institution of Electrical Engineers (IEE). URL
http:
//www.staff.ncl.ac.uk/d.p.searson/docs/Searsoncontrol98.pdf. GPBiB
L. Sekanina. Evolvable
Components: From Theory to Hardware Implementations. Natural Computing. Springer-Verlag, 2003. ISBN
3-540-40377-9. URL http:
//www.fit.vutbr.cz/~sekanina/ehw/books.html.en.
H.-S. Seok, K.-J.
Lee, and B.-T. Zhang. An on-line learning method for object-locating robots using genetic programming on evolvable hardware.
In M. Sugisaka and
H. Tanaka, editors,
Proceedings of the Fifth International Symposium on Artificial Life and Robotics, volume 1, pages 321-324, Oita, Japan, 26-28 January 2000. URL
http://bi.snu.ac.kr/Publications/Conferences/International/AROB00.ps. GPBiB
C. Setzkorn. On The Use Of Multi-Objective Evolutionary Algorithms
For Classification Rule Induction. PhD thesis, University of Liverpool, UK, March 2005.
GPBiB
S. C.
Shah and A. Kusiak. Data mining and genetic
algorithm based gene/SNP selection. Artificial Intelligence in Medicine,
31(3):183-196, July 2004. URL http:
//www.icaen.uiowa.edu/~ankusiak/Journal-papers/Gen_Shital.pdf. GPBiB
Y. Shan,
H. Abbass, R. I.
McKay, and D. Essam. AntTAG: a further
study. In R. Sarker
and B. McKay, editors,
Proceedings of the Sixth Australia-Japan Joint
Workshop on Intelligent and Evolutionary Systems,
Australian National University, Canberra,
Australia, 30 November 2002. GPBiB
Y. Shan,
R. I. McKay, H. A.
Abbass, and D. Essam. Program evolution with
explicit learning: a new framework for
program automatic synthesis. In R. Sarker,
et al., editors, Proceedings of the 2003 Congress on Evolutionary
Computation CEC2003,
pages 1639-1646, Canberra, 8-12 December 2003. IEEE Press. ISBN
0-7803-7804-0. URL http://citeseer.ist.psu.edu/560804.html.
GPBiB
Y. Shan,
R. I. McKay, R. Baxter,
H. Abbass, D. Essam,
and N. X. Hoai. Grammar
model-based program evolution. In
Proceedings of the 2004 IEEE Congress on
Evolutionary Computation, pages 478-485,
Portland, Oregon, 20-23 June 2004. IEEE
Press. ISBN 0-7803-8515-2. URL http://sc.snu.ac.kr/courses/2006/fall/pg/aai/
GP/shan/scfgcec04.pdf. GPBiB
Y. Shan,
R. I. McKay, D. Essam,
and H. A. Abbass. A survey of probabilistic
model building genetic programming. In M. Pelikan, et al., editors, Scalable Optimization via
Probabilistic Modeling: From Algorithms to Applications.
Springer, 2006. ISBN 3-540-34953-7. GPBiB
S. Sharabi
and M. Sipper. GP-sumo: Using genetic
programming to evolve sumobots. Genetic
Programming and Evolvable Machines,
7(3):211-230, October 2006. ISSN 1389-2576.
GPBiB
K. C. Sharman and A. I.
Esparcia-Alcazar. Genetic evolution of symbolic signal models. In Proceedings of the Second
International Conference on Natural Algorithms in
Signal Processing, NASP'93, Essex
University, UK, 15-16 November 1993. URL http://www.iti.upv.es/~anna/papers/natalg93.ps. GPBiB
K. C.
Sharman, A. I. Esparcia Alcazar, and Y. Li. Evolving signal processing algorithms
by genetic programming. In A. M. S.
Zalzala, editor, First International
Conference on Genetic Algorithms in
Engineering Systems: Innovations and Applications,
GALESIA, volume 414, pages 473-480,
Sheffield, UK, 12-14 September 1995. IEE.
ISBN 0-85296-650-4. URL http://www.iti.upv.es/~anna/papers/galesi95.ps. GPBiB
A. D.
Shaw, M. K. Winson, A. M.
Woodward, A. C.
McGovern, H. M. Davey, N. Kaderbhai,
D. Broadhurst, R. J.
Gilbert, J. Taylor,
E. M. Timmins, R. Goodacre,
D. B. Kell, B. K.
Alsberg, and J. J. Rowland.
Bioanalysis and biosensors for bioprocess monitoring rapid analysis of
high-dimensional bioprocesses using
multivariate spectroscopies and advanced chemometrics.
Advances in Biochemical
Engineering/Biotechnology, 66:83-113,
January 2000. ISSN 0724-6145. URL http://www.springerlink.com/link.asp?id=t8b4ya0bl42jnjj3. GPBiB
Y. Shichel, E. Ziserman, and M. Sipper. GP-robocode: Using genetic programming to evolve robocode players. In M. Keijzer,
et al., editors,
Proceedings of the 8th European Conference
on Genetic Programming, volume 3447 of Lecture Notes in Computer
Science, pages 143-154, Lausanne,
Switzerland, 30 March - 1 April 2005.
Springer. ISBN 3-540-25436-6. URL http://www.cs.bgu.ac.il/~sipper/papabs/
eurogprobo-final.pdf. GPBiB
H. Z.
Si, T. Wang, K. J.
Zhang, Z. D. Hu, and B. T.
Fan. QSAR study of 1,4-dihydropyridine
calcium channel antagonists based on gene expression
programming. Bioorganic & Medicinal
Chemistry, 14(14):4834-4841, 15 July 2006.
GPBiB
R. P. S. Sidhu, A. Mei, and V. K. Prasanna. Genetic programming using
self-reconfigurable FPGAs. In 9th
International Workshop on Field Programmable
Logic and Applications, volume 1673 of LNCS, pages 301-312, Glasgow,
UK, 30 August - 1 September 1998.
Springer-Verlag. ISBN 3-540-66457-2. URL http:
//ceng.usc.edu/~prasanna/papers/sidhuFPL99.ps.
GPBiB
E. V.
Siegel. Competitively evolving decision trees against fixed training
cases for natural language processing. In K. E. Kinnear, Jr., editor,
Advances in Genetic Programming,
chapter 19, pages 409-423. MIT Press, 1994.
URL http://www1.cs.columbia.edu/
nlp/papers/1994/siegel_94.pdf. GPBiB
S. Silva
and J. Almeida. Dynamic maximum tree depth.
In E. Cantú-Paz,
et al., editors,
Genetic and Evolutionary Computation - GECCO-2003,
volume 2724 of LNCS,
pages 1776-1787, Chicago, 12-16 July 2003.
Springer-Verlag. ISBN 3-540-40603-4. URL http://cisuc.dei.uc.pt/ecos/dlfile.php?fn=109_pub_27241776.pdf. GPBiB
S. Silva and E. Costa. Dynamic
limits for bloat control: Variations on size and depth.
In K. Deb, et al.,
editors, Genetic and Evolutionary
Computation - GECCO-2004, Part II, volume 3103 of Lecture Notes
in Computer Science, pages 666-677, Seattle, WA, USA, 26-30 June 2004. Springer-Verlag. ISBN
3-540-22343-6. URL http:
//cisuc.dei.uc.pt/ecos/dlfile.php?fn=714_pub_31030666.pdf&idp=714. GPBiB
S. Silva
and E. Costa. Comparing tree depth limits
and resource-limited GP. In D. Corne,
et al., editors,
Proceedings of the 2005 IEEE Congress on Evolutionary
Computation, volume 1,
pages 920-927, Edinburgh, UK, 2-5 September 2005a. IEEE
Press. ISBN 0-7803-9363-5. GPBiB
S. Silva
and E. Costa. Resource-limited genetic
programming: the dynamic approach. In H.-G.
Beyer, et al., editors,
GECCO 2005: Proceedings of the 2005 conference
on Genetic and evolutionary computation,
volume 2, pages 1673-1680, Washington DC, USA, 25-29 June 2005b. ACM Press. ISBN 1-59593-010-8.
URL http:
//www.cs.bham.ac.uk/~wbl/biblio/gecco2005/docs/p1673.pdf. GPBiB
S. Silva, P. J. N.
Silva, and E. Costa. Resource-limited
genetic programming: Replacing tree depth
limits. In B. Ribeiro, et al.,
editors, Adaptive and Natural Computing Algorithms, Springer Computer
Series, pages 243-246, Coimbra, Portugal, 21-23 March
2005. Springer. ISBN 3-211-24934-6. URL http://www.lri.fr/~sebag/Examens/
sara.icannga05.pdf. GPBiB
K. Sims.
Artificial evolution for computer graphics.
ACM Computer Graphics, 25
(4):319-328, July 1991. URL http://delivery.acm.org/10.1145/130000/122752/ p319-sims.pdf. SIGGRAPH
'91 Proceedings. GPBiB
W. Smart
and M. Zhang. Applying online gradient
descent search to genetic programming for
object recognition. In J. Hogan, et al., editors, CRPIT '04: Proceedings of the second workshop on Australasian
information security, Data Mining and Web
Intelligence, and Software Internationalisation,
volume 32 no. 7, pages 133-138, Dunedin, New
Zealand, January 2004. Australian Computer Society,
Inc. ISBN 1-920682-14-7. URL http://crpit.com/confpapers/CRPITV32Smart.pdf. GPBiB
T. Smith, S. Bullock, and J. Bird. Beyond fitness: Visualising evolution - workshop overview. In E. Bilotta, et al., editors, ALife VIII:
Workshop proceedings, pages
100-102, 2002. URL http://www.alife.org/alife8/workshops/14.pdf.
T. Soule. Code Growth in Genetic Programming.
PhD thesis, University of Idaho, Moscow,
Idaho, USA, 15 May 1998. URL http://www.cs.uidaho.edu/~tsoule/
research/the3.ps. GPBiB
T. Soule.
Cooperative evolution on the intertwined spirals problem. In C. Ryan, et al.,
editors, Genetic Programming, Proceedings
of EuroGP'2003,
volume 2610 of LNCS,
pages 434-442, Essex, 14-16 April 2003. Springer-Verlag.
ISBN 3-540-00971-X. URL http://www.springerlink.com/openurl.asp?genre= article&issn=0302-9743&vo%lume=2610&spage=434. GPBiB
T. Soule
and J. A. Foster. Removal bias: a new cause
of code growth in tree based evolutionary
programming. In 1998 IEEE International
Conference on Evolutionary Computation, pages 781-186, Anchorage, Alaska, USA, 5-9 May 1998a.
IEEE Press. URL http://citeseer.ist.psu.edu/313655.html.
GPBiB
T. Soule and J. A. Foster.
Effects of code growth and parsimony pressure on populations in genetic programming.
Evolutionary Computation, 6(4):293-309,
Winter 1998b. URL http://mitpress.mit.edu/journals/EVCO/Soule.pdf. GPBiB
T. Soule
and P. Komireddy. Orthogonal evolution of
teams: A class of algorithms for evolving
teams with inversely correlated errors. In R. L.
Riolo, et al., editors,
Genetic Programming Theory and Practice IV,
volume 5 of
Genetic and Evolutionary Computation, chapter 8, pages -.
Springer, Ann Arbor, 11-13 May 2006. ISBN
0-387-33375-4. GPBiB
L. Spector. Autoconstructive evolution: Push, pushGP, and
pushpop. In L. Spector,
et al., editors,
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), pages 137-146,
San Francisco, California, USA, 7-11 July 2001.
Morgan Kaufmann. ISBN 1-55860-774-9. URL http://hampshire.edu/lspector/
pubs/ace.pdf. GPBiB
L. Spector. Adaptive populations of endogenously
diversifying pushpop organisms are reliably
diverse. In R. K. Standish, et al.,
editors, Proceedings of Artificial Life VIII, the 8th International Conference on the Simulation
and Synthesis of Living Systems,
pages 142-145, University of New South Wales, Sydney, NSW, Australia, 9th-13th December 2002. The MIT Press. URL http://hampshire.edu/lspector/ pubs/spector-alife8.pdf.
GPBiB
L. Spector. Automatic Quantum Computer Programming: A Genetic
Programming Approach,
volume 7 of
Genetic Programming. Kluwer Academic
Publishers, Boston/Dordrecht/New
York/London, June 2004. ISBN 1-4020-7894-3. URL http:
//www.wkap.nl/prod/b/1-4020-7894-3.
GPBiB
L. Spector and A. Alpern.
Criticism, culture, and the automatic generation of artworks. In Proceedings of Twelfth
National Conference on Artificial Intelligence,
pages 3-8, Seattle, Washington, USA, 1994.
AAAI Press/MIT Press. GPBiB
L. Spector and A. Alpern.
Induction and recapitulation of deep musical structure. In
Proceedings of International Joint Conference on Artificial
Intelligence, IJCAI'95 Workshop on Music
and AI, Montreal, Quebec, Canada, 20-25
August 1995. URL http://hampshire.edu/lspector/pubs/IJCAI95mus-toappear.ps. GPBiB
L. Spector,
H. Barnum, and H. J.
Bernstein. Genetic programming for quantum
computers. In J. R. Koza, et al.,
editors, Genetic Programming 1998:
Proceedings of the Third Annual Conference, pages 365-373, University of Wisconsin, Madison, Wisconsin, USA, 22-25 July 1998. Morgan Kaufmann. ISBN
1-55860-548-7. GPBiB
L. Spector, H. Barnum, H. J. Bernstein, and N. Swamy.
Finding a better-than-classical quantum
AND/OR algorithm using genetic programming. In P. J.
Angeline, et al.,
editors, Proceedings of the Congress on
Evolutionary Computation, volume 3,
pages 2239-2246, Mayflower Hotel, Washington
D.C., USA, 6-9 July 1999. IEEE Press. ISBN
0-7803-5536-9 (softbound). URL http://hampshire.edu/~lasCCS/pubs/
spector-cec99.ps. GPBiB
L. Spector
and J. Klein. Multidimensional tags,
cooperative populations, and genetic
programming. In R. L. Riolo, et al.,
editors, Genetic Programming Theory and Practice IV, volume 5 of Genetic and Evolutionary
Computation, chapter 15,
pages -.
Springer, Ann Arbor, 11-13 May 2006. ISBN 0-387-33375-4. GPBiB
L. Spector,
J. Klein, and M. Keijzer.
The push3 execution stack and the evolution
of control. In H.-G. Beyer, et al., editors, GECCO 2005: Proceedings of the 2005
conference on Genetic and evolutionary computation,
volume 2, pages 1689-1696,
Washington DC, USA, 25-29 June 2005a. ACM Press. ISBN 1-59593-010-8.
URL http://www.cs.bham.ac.uk/~wbl/biblio/gecco2005/docs/p1689.pdf. GPBiB
L. Spector,
J. Klein, C. Perry,
and M. Feinstein. Emergence of collective
behavior in evolving populations of flying
agents. Genetic Programming and Evolvable
Machines,
6(1):111-125, March 2005b. ISSN 1389-2576. URL http://hampshire.edu/lspector/
pubs/emergence-collective-GPEM.pdf.
GPBiB
L. Spector,
W. B. Langdon, U.-M. O'Reilly, and P. J. Angeline, editors.
Advances in Genetic Programming 3. MIT Press, Cambridge, MA, USA, June 1999. ISBN 0-262-19423-6. URL http://www.cs.bham.ac.uk/~wbl/aigp3.
GPBiB
L. Spector, E. D. Goodman, A. Wu, W. B. Langdon, H.-M.
Voigt, M. Gen, S. Sen, M. Dorigo, S. Pezeshk,
M. H. Garzon, and E. Burke,
editors. Proceedings of the
Genetic and Evolutionary Computation Conference, GECCO-2001,
San Francisco, California, USA, 7-11 July
2001. Morgan Kaufmann. ISBN 1-55860-774-9. URL http://www.cs.bham.ac.uk/~wbl/biblio/gecco2001/. GPBiB
J. Stender,
editor. Parallel Genetic Algorithms: Theory
and Applications. IOS press,
1993.
C. R.
Stephens and H. Waelbroeck. Effective
degrees of freedom in genetic algorithms and
the block hypothesis. In T. Bäck,
editor, Proceedings of the Seventh
International Conference on Genetic
Algorithms (ICGA97), pages 34-40, East
Lansing, 1997. Morgan Kaufmann.
C. R. Stephens and H. Waelbroeck.
Schemata evolution and building blocks.
Evolutionary Computation, 7(2):109-124,
1999.
T. Sterling. Beowulf-class clustered computing: Harnessing
the power of parallelism in a pile of PCs.
In J. R. Koza, et al.,
editors, Genetic Programming 1998:
Proceedings of the Third Annual Conference, page 883, University of Wisconsin, Madison, Wisconsin, USA, 22-25 July 1998. Morgan Kaufmann. ISBN
1-55860-548-7. Invited talk.
A. Stoica,
J. Lohn, and D. Keymeulen,
editors. The First NASA/DoD Workshop on Evolvable Hardware, Pasadena,
California, 19-21 July 1999. IEEE Computer Society.
URL http://cism.jpl.nasa.gov/ehw/events/nasa_eh/.
www.gp-field-guide.org.uk
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