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Genetic Programming

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* [[Dynamic Programming]]
* [[Falcon#GA|GA in Falcon]]
* [[David E. Moriarty#SANE|SANE]]
* [[Simulated Annealing]]
* [[Trial and Error]]
* [[John Maynard Smith]] ('''1982'''). ''[https://en.wikipedia.org/wiki/Evolution_and_the_Theory_of_Games Evolution and the Theory of Games]''. Cambridge; New York, Cambridge University Press.
* [[Mathematician#RAxelrod|Robert Axelrod]] ('''1987'''). ''The Evolution of Strategies in the Iterated Prisoner’s Dilemma''. in [http://www.cs.bham.ac.uk/~wbl/biblio/gp-html/LawrenceDavidDavis.html Lawrence D. Davis] (ed.) ''[http://dl.acm.org/citation.cfm?id=535531 Genetic Algorithms and Simulated Annealing]''. [http://www-personal.umich.edu/~axe/research/Evolving.pdf 2001 reprint as pdf] <ref>[https://en.wikipedia.org/wiki/Prisoner%27s_dilemma Prisoner's dilemma from Wikipedia]</ref>
* [[David E. Goldberg]], [[Mathematician#Holland|John H. Holland]] ('''1988'''). ''[httphttps://wwwlink.springerlinkspringer.com/contentarticle/rw3572714v41q50710.1023/ A:1022602019183 Genetic Algorithms and Machine Learning]''. [httphttps://www.informatikspringer.uni-trier.de/~ley/dbcom/journalsjournal/ml/ml3.html#GoldbergH88 10994 Machine Learning 3], [https://enVol.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Kluwer Academic Publishers]3* [[David E. Goldberg]] ('''1989'''). ''Genetic algorithms Algorithms in search, optimizationSearch, Optimization and machine learningMachine Learning''. [https://en.wikipedia.org/wiki/Addison-Wesley Addison-Wesley]. [http://www.amazon.com/Genetic-Algorithms-Optimization-Machine-Learning/dp/0201157675 amazon.com]
* [[John Maynard Smith]] ('''1989'''). ''Evolutionary Genetics''. Oxford; New York, Oxford University Press.
* [[Greg M. Gupton]] ('''1989'''). ''Genetic Learning Algorithm Applied to the Game of Othello''. [[1st Computer Olympiad#Workshop|Heuristic Programming in AI 1]]
==1990 ...==
* [https://en.wikipedia.org/wiki/John_Koza John Koza] ('''1990'''). ''Genetic Programming: A Paradigm for Genetically Breeding Populations of Computer Programs to Solve Problems''. Stanford University Computer Science Department technical report STAN-CS-90-1314, [http://www.genetic-programming.com/jkpdf/tr1314.pdf pdf]
* [[David E. Goldberg]] ('''1991'''). ''[https://www.complex-systems.com/abstracts/v05_i02_a02/ Real-coded genetic algorithms. Genetic Algorithms, Virtual alphabetsAlphabets, and blockingBlocking]''. Complex Systems 5, pp. 139–167. [httphttps://wwwen.complex-systemswikipedia.comorg/pdfwiki/05-Complex_Systems_(journal) Complex Systems], Vol. 5, No. 2-2.pdf pdf]
* [[William Tunstall-Pedoe]] ('''1991'''). ''Genetic Algorithms Optimizing Evaluation Functions''. [[ICGA Journal#14_3|ICCA Journal, Vol. 14, No. 3]]
* [https://en.wikipedia.org/wiki/John_Koza John Koza] ('''1992'''). ''Genetic Programming: On the Programming of Computers by Means of Natural Selection''. [https://en.wikipedia.org/wiki/MIT_Press MIT Press], [https://en.wikipedia.org/wiki/Special:BookSources/0262111705 ISBN 0-262-11170-5]
* [[Deniz Yuret]] ('''1994'''). ''[http://home.ku.edu.tr/%7Edyuret/pub/aitr1569/index.html From Genetic Algorithms To Efficient Optimization]''. Ms.C. Thesis, Supervisor: [[Patrick Winston|Patrick Henry Winston]]
* [[Kurt Thearling]], [https://en.wikipedia.org/wiki/Thomas_S._Ray Thomas S. Ray] ('''1994'''). ''[http://www.thearling.com/text/alife4/alife4.htm Evolving Multi-cellular Artificial Life]''. [http://mitpress.mit.edu/catalog/item/default.asp?ttype=2&tid=8335 Artificial Life IV], [https://en.wikipedia.org/wiki/Rodney_Brooks R. Brooks] and [http://web.media.mit.edu/%7Epattie/ P. Maes] (eds.), [https://en.wikipedia.org/wiki/MIT_Press MIT Press]
* [[David E. Moriarty]], [[Risto Miikkulainen]] ('''1994'''). ''[http://nn.cs.utexas.edu/?moriarty:aaai94 Evolving Neural Networks to focus Minimax Search]''. [[Conferences#AAAI-94|AAAI-94]], » [[http://www.cs.utexas.edu/~ai-lab/pubs/moriarty.focus.pdf pdfOthello]]
==1995 ...==
* [[David E. Moriarty]], [[Risto Miikkulainen]] ('''1995'''). ''[http://nn.cs.utexas.edu/?moriarty:connsci95 Discovering Complex Othello Strategies Through Evolutionary Neural Networks]''. [https://www.scimagojr.com/journalsearch.php?q=24173&tip=sid Connection Science], Vol. 7
* [[Omar Syed]] ('''1995'''). ''[http://arimaa.com/arimaa/about/Thesis/ Applying Genetic Algorithms to Recurrent Neural Networks for Learning Network Parameters and Architecture]'', Masters Thesis, [https://en.wikipedia.org/wiki/Case_Western_Reserve_University Case Western Reserve University]
* [[Eric B. Baum]], [https://en.wikipedia.org/wiki/Dan_Boneh Dan Boneh], [[Charles Garrett]] ('''1995'''). ''[http://dl.acm.org/citation.cfm?id=225326 On Genetic Algorithms]''. [http://dblp.uni-trier.de/db/conf/colt/colt1995.html#BaumBG95 COLT 1995]
* [[Christopher D. Rosin]] ('''1997'''). ''Coevolutionary Search Among Adversaries''. Ph.D. thesis, [https://en.wikipedia.org/wiki/University_of_California,_San_Diego University of California, San Diego], [http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.26.6404 CiteSeerX]
* [https://en.wikipedia.org/wiki/John_Koza John Koza] et al. (Eds.) ('''1998'''). ''Genetic Programming''. [https://en.wikipedia.org/wiki/Morgan_Kaufmann_Publishers Morgan Kaufmann Publishers], [https://en.wikipedia.org/wiki/Special:BookSources/1558605487 ISBN 1-55860-548-7]
* [[Norman Richards]], [[David E. Moriarty]], [[Risto Miikkulainen]] ('''1998'''). ''[http://nn.cs.utexas.edu/?richards:apin98 Evolving Neural Networks to Play Go]''. [https://www.springer.com/journal/10489 Applied Intelligence], Vol. 8, No. 1
* [https://en.wikipedia.org/wiki/John_Koza John Koza] et al. ('''1999'''). ''Genetic Programming III: Darwinian Invention and Problem Solving''. [https://en.wikipedia.org/wiki/Morgan_Kaufmann_Publishers Morgan Kaufmann], [https://en.wikipedia.org/wiki/Special:BookSources/1558605436 ISBN 1-55860-543-6]
* [[Kumar Chellapilla]], [[David B. Fogel]] ('''1999'''). ''[http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=784222 Evolution, Neural Networks, Games, and Intelligence]''. [[IEEE#Proceedings|Proceedings of the IEEE]]
'''2002'''
* [[Yngvi Björnsson]], [[Tony Marsland]] ('''2002'''). ''Learning Control of Search Extensions''. Proceedings of the 6th Joint Conference on Information Sciences (JCIS 2002), pp. 446-449. [http://www.ru.is/faculty/yngvi/pdf/BjornssonM02.pdf pdf]
* [[David E. Goldberg]] ('''2002'''). ''[https://www.springer.com/gp/book/9781475736458 The design Design of innovationInnovation: Lessons from and for competent genetic algorithmsCompetent Genetic Algorithms]''. [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Kluwer Academic Publishers], [http://books.google.com/books/about/The_design_of_innovation.html?id=DGBxj3z5mi4C google books], [http://www.amazon.com/Innovation-Genetic-Algorithms-Evolutionary-Computation/dp/1402070985 amazon.com]
* [[Roderich Groß]], [[Keno Albrecht]], [[Wolfgang Kantschik]], [[Wolfgang Banzhaf]] ('''2002'''). ''Evolving Chess Playing Programs''. [http://www.informatik.uni-trier.de/~ley/db/conf/gecco/gecco2002.html#GrossAKB02 GECCO 2002], [http://naturalrobotics.group.shef.ac.uk/publications/gecco02.pdf pdf]
* [[Krzysztof Krawiec]] ('''2002'''). ''[http://link.springer.com/article/10.1023/A:1020984725014 Genetic Programming-based Construction of Features for Machine Learning and Knowledge Discovery Tasks]''. [http://www.informatik.uni-trier.de/~ley/db/journals/gpem/gpem3.html#Krawiec02 Genetic Programming and Evolvable Machines, Vol. 3], No. 4
* [[Kenneth O. Stanley]], [[Risto Miikkulainen]] ('''2002'''). ''[http://nn.cs.utexas.edu/?stanley:ec02 Evolving Neural Networks Through Augmenting Topologies]''. [https://en.wikipedia.org/wiki/Evolutionary_Computation_(journal) Evolutionary Computation], Vol. 10, No. 2
'''2003'''
* [[Matthew Pratola]], [[Thomas Wolf]] ('''2003'''). ''[http://ilk.uvt.nl/icga/journal/contents/content26-1.htm#GOTOOLS Optimizing GOTOOLS' Search Heuristics using Genetic Algorithms]''. [[ICGA Journal#26_1|ICGA Journal, Vol. 26, No. 1]] » [[Go]]
* [[Mathieu Autonès]], [[Aryel Beck]], [[Phillippe Camacho]], [[Nicolas Lassabe]], [[Hervé Luga]], [[François Scharffe]] ('''2004'''). ''[http://link.springer.com/chapter/10.1007/978-3-540-24650-3_1 Evaluation of Chess Position by Modular Neural network Generated by Genetic Algorithm]''. [http://www.informatik.uni-trier.de/~ley/db/conf/eurogp/eurogp2004.html#AutonesBCLLS04 EuroGP 2004]
* [[Shan-Tai Chen]], [[Shun-Shii Lin]], [[Li-Te Huang]], [https://dblp.uni-trier.de/pers/hd/w/Wei:Chun=Jen Chun-Jen Wei] ('''2004''') ''[https://link.springer.com/article/10.1023/B:HEUR.0000026899.63797.f9 Towards the Exact Minimization of BDDs-An Elitism-Based Distributed Evolutionary Algorithm]''. [https://dblp.uni-trier.de/db/journals/heuristics/heuristics10.html Journal of Heuristics, Vol. 10], No. 3 <ref>[https://en.wikipedia.org/wiki/Binary_decision_diagram Binary decision diagram from Wikipedia]</ref>
* [[Kenneth O. Stanley]], [[Risto Miikkulainen]] ('''2004'''). ''[http://nn.cs.utexas.edu/?stanley:gecco04 Evolving a Roving Eye for Go]''. [https://dblp.uni-trier.de/db/conf/gecco/gecco2004-2.html GECCO 2004]
==2005 ...==
* [[Ami Hauptman]], [[Moshe Sipper]] ('''2005'''). ''[http://www.researchgate.net/publication/228780904_Analyzing_the_intelligence_of_a_genetically_programmed_chess_player Analyzing the Intelligence of a Genetically Programmed Chess Player]''. [http://www.informatik.uni-trier.de/~ley/db/conf/gecco/gecco2005.html GECCO 2005]
* [[Ami Hauptman]], [[Moshe Sipper]] ('''2005'''). ''GP-EndChess: Using Genetic Programming to Evolve Chess Endgame Players''. [http://www.informatik.uni-trier.de/~ley/db/conf/eurogp/eurogp2005.html#HauptmanS05 EuroGP 2005], [http://www.cs.bgu.ac.il/~sipper/papabs/eurogpchess-final.pdf pdf]
* [[David B. Fogel]], [[Timothy J. Hays]], [[Sarah L. Hahn]], [[James Quon]] ('''2005'''). ''Further Evolution of a Self-Learning Chess Program''. [[IEEE#CIG|IEEE Symposium on Computational Intelligence & Games]], [http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.112.5288 CiteSeerX]
* [httphttps://wwwdblp.linkedinuni-trier.comde/pers/hd/ins/kumarasastry Sastry:Kumara Kumara Sastry], [[David E. Goldberg]], [[Graham Kendall]] ('''2005'''). ''[httphttps://link.springer.com/chapter/10.1007/0-387-28356-0_4 Genetic algorithmsAlgorithms]''. [https://link.springer.com/book/10.1007/0-387-28356-0 Search Methodologies], [https://en.wikipedia.org/wiki/Springer_Science%2BBusiness_Media Springer]
* [[Kokolo Ikeda]] ('''2005'''). ''Exemplar-based direct policy search with evolutionary optimization''. [http://www.informatik.uni-trier.de/~ley/db/conf/cec/cec2005.html#Ikeda05 CEC 2005]
* [[Thomas Philip Runarsson]], [[Mathematician#XYao|Xin Yao]] ('''2005'''). ''Search biases in constrained evolutionary optimization''. [[IEEE#SMC|IEEE Transactions on Systems, Man, and Cybernetics]], Vol. 35, No. 2, [https://www.researchgate.net/profile/Thomas_Runarsson/publication/3421612_Search_Biases_in_Constrained_Evolutionary_Optimization/links/543fa8810cf21227a11a4b5d.pdf pdf]
* [[Ami Hauptman]] ('''2007'''). ''[http://scholar.google.co.il/citations?view_op=view_citation&hl=en&user=T5aZ-skAAAAJ&citation_for_view=T5aZ-skAAAAJ:Tyk-4Ss8FVUC Evolving Machine Chess Players]''. EvoPhD 2007
* [[Krzysztof Krawiec]] ('''2007'''). ''[http://www.sciencedirect.com/science/article/pii/S0167865507002462 Generative Learning of Visual Concepts using Multiobjective Genetic Programming]''. [https://en.wikipedia.org/wiki/Pattern_Recognition_Letters Pattern Recognition Letters], Vol. 28, No. 16
* [[Alan J. Lockett]], [[Charles L. Chen]], [[Risto Miikkulainen]] ('''2007'''). ''[http://nn.cs.utexas.edu/?lockett:gecco07 Evolving Explicit Opponent Models for Game Play]''. [https://dblp.uni-trier.de/db/conf/gecco/gecco2007c.html GECCO 2007]
* [[Joseph Reisinger]], [[Erkin Bahçeci]], [[Igor Karpov]], [[Risto Miikkulainen]] ('''2007'''). ''[https://www.semanticscholar.org/paper/Coevolving-Strategies-for-General-Game-Playing-Reisinger-Bah%C3%A7eci/9a39c1411b6e68457ece391b057dcc26142c23a7 Coevolving Strategies for General Game Playing]''. [https://dblp.uni-trier.de/db/conf/cig/cig2007.html CIG 2007]
'''2008'''
* [[Wojciech Jaśkowski]], [[Krzysztof Krawiec]], [[Bartosz Wieloch]] ('''2008'''). ''Evolving Strategy for a Probabilistic Game of Imperfect Information using Genetic Programming''. Genetic Programming and Evolvable Machines, Vol. 9, No. 4, [http://www.cs.put.poznan.pl/wjaskowski/pub/papers/jaskowski08evolving.pdf pdf]
* [[Borko Bošković]], [[Sašo Greiner]], [[Janez Brest]], [[Aleš Zamuda]], [[Viljem Žumer]] ('''2008'''). ''An Adaptive Differential Evolution Algorithm with Opposition-Based Mechanisms, Applied to the Tuning of a Chess Program''. [http://www.springer.com/engineering/computational+intelligence+and+complexity/book/978-3-540-68827-3 Advances in Differential Evolution], Studies in Computational Intelligence, ISBN: 978-3-540-68827-3
* [[Eli David|Omid David]], [[Moshe Koppel]], [[Nathan S. Netanyahu]] ('''2008'''). ''Genetic Algorithms for Mentor-Assisted Evaluation Function Optimization''. ACM Genetic and Evolutionary Computation Conference ([http://www.sigevo.org/gecco-2008/ GECCO '08]), pp[https://arxiv.org/abs/1711. 1469-1475, Atlanta, GA, July 200806839 arXiv:1711.06839]
* [[Pieter Spronck]], [[Ida Sprinkhuizen-Kuyper]], [[Eric Postma]] ('''2008'''). ''Deca: the doping-Driven Evolutionary Control Algorithm''. [http://www.informatik.uni-trier.de/~ley/db/journals/aai/aai22.html#SpronckSP08 Applied Artificial Intelligence, Vol. 22]
'''2009'''
* [[Eli David|Omid David]], [[Jaap van den Herik]], [[Moshe Koppel]], [[Nathan S. Netanyahu]] ('''2009'''). ''Simulating Human Grandmasters: Evolution and Coevolution of Evaluation Functions''. [[ACM]] Genetic and Evolutionary Computation Conference ([http://www.sigevo.org/gecco-2009/ GECCO '09]), pp. 1483 - 1489, [https://en.wikipediaarxiv.org/wikiabs/Montreal Montreal1711.06840 arXiv:1711.06840], Canada
* [[Eli David|Omid David]] ('''2009'''). ''Genetic Algorithms Based Learning for Evolving Intelligent Organisms''. Ph.D. Thesis <ref>[[Dap Hartmann]] ('''2010'''). ''Mimicking the Black Box - Genetically evolving evaluation functions and search algorithms''. Review on Omid David's Ph.D. Thesis, [[ICGA Journal#33_1|ICGA Journal, Vol. 33, No. 1]]</ref>
* [[Ami Hauptman]] ('''2009'''). ''Evolving Search Heuristics for Combinatorial Games with Genetic Programming''. [https://en.wikipedia.org/wiki/Ben-Gurion_University_of_the_Negev Ben-Gurion University of the Negev]
* [http://www.informatik.uni-trier.de/~ley/pers/hd/c/Chen:Gang.html Gang Chen], [http://www.informatik.uni-trier.de/~ley/pers/hd/l/Low:Chor_Ping.html Chor Ping Low], [[Zhonghua Yang]] ('''2009'''). ''Preserving and Exploiting Genetic Diversity in Evolutionary Programming Algorithms''. [[IEEE#EC|IEEE Transactions Evolutionary Computation]], Vol. 13, No. 3, pp. 661-673
* [[Yun Bao]], [http://dblp.uni-trier.de/pers/hd/z/Zhao:Erbo Erbo Zhao], [[Xiaocong Gan]], [http://dblp.uni-trier.de/pers/hd/l/Luo:Dan Dan Luo], [[Zhangang Han]] ('''2009'''). ''A Review on Cutting-Edge Techniques in Evolutionary Algorithms''. [http://www.informatik.uni-trier.de/~ley/db/conf/icnc/icnc2009-5.html#BaoZGLH09 5. ICNC 2009]
* [[Marcin Szubert]] ('''2009'''). ''Coevolutionary Reinforcement Learning and its Application to Othello''. M.Sc. thesis, [https://en.wikipedia.org/wiki/Pozna%C5%84_University_of_Technology Poznań University of Technology], supervisor [[Krzysztof Krawiec]], [https://mszubert.github.io/papers/Szubert_2009_MSC.pdf pdf]
==2010 ...==
* [[Dmitry Batenkov]] ('''2010'''). ''[http://xrds.acm.org/article.cfm?aid=1836558 Hands-on introduction to genetic programming]''. [[ACM#XRDS|ACM Crossroads]], Vol. 17, No. 1
* [[Eli David|Omid David]], [[Moshe Koppel]], [[Nathan S. Netanyahu]] ('''2010'''). ''[http://www.springerlink.com/content/3346t8432n718821 Expert-Driven Genetic Algorithms for Simulating Evaluation Functions]''. * [[Eli David|Omid David]], [[Nathan S. Netanyahu]], Yoav Rosenberg and , Moshe Shimoni ('''2010'''). ''Genetic Algorithms for Automatic Classification of Moving Objects''. [[ACM]] Genetic and Evolutionary Computation Conference ([http://www.sigevo.org/gecco-2010/ GECCO '10]), [https://en.wikipedia.org/wiki/Portland,_Oregon Portland, OR]
* [[Eli David|Omid David]], [[Moshe Koppel]], [[Nathan S. Netanyahu]] ('''2010'''). ''Genetic Algorithms for Automatic Search Tuning''. [[ICGA Journal#33_2|ICGA Journal, Vol. 33, No. 2]]
* [[Eli David|Omid David]], [[Moshe Koppel]], [[Nathan S. Netanyahu]] ('''2010'''). ''Optimizing Selective Search in Chess''. [https://icml.cc/Conferences/2010/program.html ICML Workshop on Machine Learning and Games], [https://arxiv.org/abs/1009.0550 arXiv:1009.0550]
* [[Jean-Baptiste Hoock]], [[Olivier Teytaud]] ('''2010'''). ''[http://hal.inria.fr/inria-00452887/en/ Bandit-Based Genetic Programming]''. 13th European Conference on Genetic Programming (2010), [http://hal.inria.fr/docs/00/45/28/87/PDF/pattern.pdf pdf]
* [[Borko Bošković]] ('''2010'''). ''[http://labraj.uni-mb.si/en/PhD_Thesis_Defence_%28Borko_Bo%C5%A1kovi%C4%87%29 Differential evolution for the Tuning of a Chess Evaluation Function]''. Ph.D. thesis, [[University of Maribor]]
* [[Borko Bošković]], [[Janez Brest]] ('''2011'''). ''[http://www.informatica.si/index.php/informatica/article/view/353 Tuning Chess Evaluation Function Parameters using Differential Evolution]''. Algorithm. Informatica, 35, No. 2
* [[Borko Bošković]], [[Janez Brest]], [[Aleš Zamuda]], [[Sašo Greiner]], [[Viljem Žumer]] ('''2011'''). ''[http://www.springerlink.com/content/y62h14743364x2l7/ History mechanism supported differential evolution for chess evaluation function tuning]''. [http://www.springer.com/engineering/computational+intelligence+and+complexity/journal/500 Soft Computing], Vol. 15, No. 4
* [[Eli David|Omid David]], [[Moshe Koppel]], [[Nathan S. Netanyahu]] ('''2011'''). ''[https://link.springer.com/article/10.1007/s10710-010-9103-4 Expert-Driven Genetic Algorithms for Simulating Evaluation Functions]''. [https://www.springer.com/journal/10710 Genetic Programming and Evolvable Machines], Vol. 12, No. 1, [httphttps://u.cs.biu.acarxiv.ilorg/~koppelabs/papers/expertga-oct211711.06841 arXiv:1711.pdf pdf06841]
* [[Eduardo Vázquez-Fernández]], [[Carlos Artemio Coello Coello]], [[Feliú Davino Sagols Troncoso]] ('''2011'''). ''An Evolutionary Algorithm for Tuning a Chess Evaluation Function''. [http://www.informatik.uni-trier.de/~ley/db/conf/cec/cec2011.html#Vazquez-FernandezCT11 CEC 2011], [http://delta.cs.cinvestav.mx/~ccoello/conferences/eduardo-cec2011-final.pdf.gz pdf]
* [[Eduardo Vázquez-Fernández]], [[Carlos Artemio Coello Coello]], [[Feliú Davino Sagols Troncoso]] ('''2011'''). ''[http://dl.acm.org/citation.cfm?id=2001882 An Adaptive Evolutionary Algorithm Based on Typical Chess Problems for Tuning a Chess Evaluation Function]''. [http://www.informatik.uni-trier.de/~ley/db/conf/gecco/gecco2011c.html#Vazquez-FernandezCT11 GECCO 2011], [http://delta.cs.cinvestav.mx/~ccoello/conferences/vazquez-gecco2011.pdf.gz pdf]
* [[Krzysztof Krawiec]], [[Wojciech Jaśkowski]], [[Marcin Szubert]] ('''2011'''). ''[http://www.degruyter.com/view/j/amcs.2011.21.issue-4/v10006-011-0057-3/v10006-011-0057-3.xml Evolving small-board Go players using Coevolutionary Temporal Difference Learning with Archives]''. [http://www.degruyter.com/view/j/amcs Applied Mathematics and Computer Science], Vol. 21, No. 4
* [[Moshe Sipper]] ('''2011'''). ''[http://www.moshesipper.com/etw/ Evolved to Win]''. [https://en.wikipedia.org/wiki/Lulu_%28company%29 Lulu]
* [[Alan J. Lockett]], [[Risto Miikkulainen]] ('''2011'''). ''[http://www.cs.utexas.edu/users/ai-lab/?lockett:gecco11 Real-Space Evolutionary Annealing]''. [https://dblp.uni-trier.de/db/conf/gecco/gecco2011.html GECCO 2011]
'''2012'''
* [http://www.informatik.uni-trier.de/~ley/pers/hd/o/Orlov:Michael.html Michael Orlov], [[Moshe Sipper]], [[Ami Hauptman]] ('''2012'''). ''[http://link.springer.com/content/pdf/10.1007/978-1-4614-1800-9_81.pdf Genetic and evolutionary algorithms and programming: General introduction and application to game playing]''. [http://www.springer.com/birkhauser/computer+science/journal/37 Computational Complexity], [https://en.wikipedia.org/wiki/Springer_Publishing Springer New York]
* [[Ilya Loshchilov]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2012'''). ''Self-Adaptive Surrogate-Assisted Covariance Matrix Adaptation Evolution Strategy''. [https://arxiv.org/abs/1204.2356 arXiv:1204.2356]
* [[Ilya Loshchilov]], [[Marc Schoenauer]], [[Michèle Sebag]] ('''2012'''). ''Alternative Restart Strategies for CMA-ES''. [https://arxiv.org/abs/1207.0206 arXiv:1207.0206]
* [[Alan J. Lockett]] ('''2012'''). ''General-Purpose Optimization Through Information Maximization''. Ph.D. thesis, [https://en.wikipedia.org/wiki/University_of_Texas_at_Austin University of Texas at Austin], advisor [[Risto Miikkulainen]], [http://www.alockett.com/static/pdf/lockett-thesis.pdf pdf]
'''2013'''
* [[Marcin Szubert]], [[Wojciech Jaśkowski]], [[Krzysztof Krawiec]] ('''2013'''). ''[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6504736 On Scalability, Generalization, and Hybridization of Coevolutionary Learning: a Case Study for Othello]''. [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]], Vol. 5, No. 3 » [[Othello]]
* [[Wojciech Jaśkowski]], [[Paweł Liskowski]], [[Marcin Szubert]], [[Krzysztof Krawiec]] ('''2013'''). ''Improving Coevolution by Random Sampling''. [http://www.informatik.uni-trier.de/~ley/db/conf/gecco/gecco2013.html#JaskowskiLSK13 GECCO 2013], [http://www.cs.put.poznan.pl/mszubert/pub/jaskowski2013gecco.pdf pdf]
* [[S. Ali Mirsoleimani]], [http://dblp.uni-trier.de/pers/hd/k/Karami:Ali Ali Karami], [http://dblp.uni-trier.de/pers/hd/k/Khunjush:Farshad Farshad Khunjush] ('''2013'''). ''[https://scholar.google.de/citations?view_op=view_citation&hl=en&user=VvkRESgAAAAJ&citation_for_view=VvkRESgAAAAJ:ufrVoPGSRksC A parallel memetic algorithm on GPU to solve the task scheduling problem in heterogeneous environments]''. [http://www.sigevo.org/gecco-2013/program.html GECCO '13], [https://www.lri.fr/~hansen/proceedings/2013/GECCO/proceedings/p1181.pdf pdf]
* [[Bartosz Wieloch]] ('''2013'''). ''Semantic Extensions for Genetic Programming''. Ph.D. thesis, [https://en.wikipedia.org/wiki/Pozna%C5%84_University_of_Technology Poznań University of Technology], supervisor [[Krzysztof Krawiec]], [http://www.cs.put.poznan.pl/bwieloch/papers/Wieloch_PhD.pdf pdf]
* [[Ilya Loshchilov]] ('''2013'''). ''[http://loshchilov.com/phd.html Surrogate-Assisted Evolutionary Algorithms]''. Ph.D. thesis, [[University of Paris#11|Paris-Sud 11 University]], advisors [[Marc Schoenauer]] and [[Michèle Sebag]]
* [[Risto Miikkulainen]] ('''2013'''). ''Evolving Neural Networks''. [https://dblp.org/db/conf/ijcnn/ijcnn2013 IJCNN 2013], [http://nn.cs.utexas.edu/downloads/slides/miikkulainen.ijcnn13.pdf pdf]
'''2014'''
* [[Eli David|Omid E. David]], [[Jaap van den Herik]], [[Moshe Koppel]], [[Nathan S. Netanyahu]] ('''2014'''). ''Genetic Algorithms for Evolving Computer Chess Programs''. [[IEEE#EC|IEEE Transactions on Evolutionary Computation]], [httphttps://www.genetic-programmingarxiv.org/hc2014abs/David-Paper1711.pdf pdf] <ref>[http08337 arXiv://www.liacs1711.nl/nieuws/jaap-van-den-herik-wint-humies-award-2014/ Jaap van den Herik wint Humies Award 2014 - LIACS - Leiden Institute of Advanced Computer Science08337]</ref> <ref>[http://www.sigevo.org/gecco-2014/humies.html GECCO 2014]</ref>
* [[Wojciech Jaśkowski]], [[Marcin Szubert]], [[Paweł Liskowski]] ('''2014'''). ''Multi-Criteria Comparison of Coevolution and Temporal Difference Learning on Othello''. [http://www.evostar.org/2014/ EvoApplications 2014], [http://www.springer.com/computer/theoretical+computer+science/book/978-3-662-45522-7 Springer, volume 8602] » [[Othello]]
* [http://people.csail.mit.edu/ignacioarnaldo/ Ignacio Arnaldo], [[Krzysztof Krawiec]], [http://people.csail.mit.edu/unamay/ Una-May O'Reilly] ('''2014'''). ''Multiple Regression Genetic Programming''. [http://www.informatik.uni-trier.de/~ley/db/conf/gecco/gecco2014.html#ArnaldoKO14 GECCO 2014], [http://www.cs.put.poznan.pl/kkrawiec/wiki/uploads/Site/2015GeccoMRGP.pdf pdf]
* [[Rahul A. R.Aralikatte]] ('''2014'''). ''Phoenix : A Self Learning Chess Engine''. for the Award of M. Tech in Information Technology, [https://en.wikipedia.org/wiki/International_Institute_of_Information_Technology,_Bangalore International Institute of Information Technology, Bangalore], [https://en.wikipedia.org/wiki/Bangalore Bangalore], advisor [[Gopalakrishnan Srinivasaraghavan|G. Srinivasaraghavan]], [https://github.com/rahular/phoenix/blob/master/docs/ThesisReport.pdf pdf] <ref>[http://www.talkchess.com/forum/viewtopic.php?t=55476&start=4 Re: PHOENIX=CuckooChess with learning function in Falcon style] by [[Peter Österlund]], [[CCC]], March 20, 2016</ref>* [[Alan J. Lockett]], [[Risto Miikkulainen]] ('''2014'''). ''[http://nn.cs.utexas.edu/?lockett:jogo13 Evolutionary Annealing: Global Optimization in Arbitrary Measure Spaces]''. [https://www.springer.com/journal/10898 Journal of Global Optimization], Vol. 58* [[Simon Lucas]], [[Spyridon Samothrakis]], [[Diego Perez]] ('''2014'''). ''[https://link.springer.com/chapter/10.1007/978-3-662-45523-4_29 Fast Evolutionary Adaptation for Monte Carlo Tree Search]''. [https://dblp.uni-trier.de/db/conf/evoW/evoappl2014.html EvoApplications 2014], [http://www.diego-perez.net/papers/FastEvoMCTS.pdf pdf]
==2015 ...==
* [[Rahul A. R.Aralikatte]], [[Gopalakrishnan Srinivasaraghavan|G. Srinivasaraghavan]] ('''2016'''). ''Phoenix: A Self-Optimizing Chess Engine''. [http://arxiv.org/abs/1603.09051 arXiv:1603.09051]
* [[Ilya Loshchilov]], [[Frank Hutter]] ('''2016'''). ''CMA-ES for Hyperparameter Optimization of Deep Neural Networks''. [https://arxiv.org/abs/1604.07269 arXiv:1604.07269] <ref>[https://en.wikipedia.org/wiki/CMA-ES CMA-ES from Wikipedia]</ref>
* [[Wojciech Jaśkowski]], [[Marcin Szubert]] ('''2016'''). ''[https://ieeexplore.ieee.org/document/7180338 Coevolutionary CMA-ES for Knowledge-Free Learning of Game Position Evaluation]''. [[IEEE#TOCIAIGAMES|IEEE Transactions on Computational Intelligence and AI in Games]], Vol. 8, No. 4
* [[Wojciech Jaśkowski]], [[Paweł Liskowski]], [[Marcin Szubert]], [[Krzysztof Krawiec]] ('''2016'''). ''[https://content.sciendo.com/view/journals/amcs/26/1/article-p215.xml The performance profile: A multi–criteria performance evaluation method for test–based problems]''. [https://en.wikipedia.org/wiki/International_Journal_of_Applied_Mathematics_and_Computer_Science International Journal of Applied Mathematics and Computer Science], Vol. 26, No. 1
* [[Risto Miikkulainen]], et al. ('''2017'''). ''Evolving Deep Neural Networks''. [https://arxiv.org/abs/1703.00548 arXiv:1703.00548]
* [[Aditya Rawal]], [[Risto Miikkulainen]] ('''2018'''). ''From Nodes to Networks: Evolving Recurrent Neural Networks''. [https://arxiv.org/abs/1803.04439 arXiv:1803.04439]
* [[Risto Miikkulainen]] ('''2019'''). ''Creative AI Through Evolutionary Computation''. [https://arxiv.org/abs/1901.03775 arXiv:1901.03775]
=Forum Posts=
* [http://www.talkchess.com/forum/viewtopic.php?t=59738 Genetical learning (again)] by [[Stefano Gemma]], [[CCC]], April 03, 2016
* [http://www.talkchess.com/forum/viewtopic.php?t=66105 Genetic optimization re-started] by [[Stefano Gemma]], December 23, 2017
==2020 ...==
* [http://www.talkchess.com/forum3/viewtopic.php?f=2&t=75342 Determining evaluation by a genetic algorithm] by [[Marcel Vanthoor]], [[CCC]], October 09, 2020
=External Links=
* [https://en.wikipedia.org/wiki/Gene Gene from Wikipedia]
* [http://www.geneticprogramming.com/Tutorial/ The GP Tutorial]
* [https://en.wikipedia.org/wiki/Cartesian_genetic_programming Cartesian genetic programming from Wikipedia]
* [https://github.com/connormcmonigle/cartesian-gp-chess-engine GitHub - connormcmonigle/cartesian-gp-chess-engine: Experiment involving evolving cartesian genetic programs to evaluate chess positions] by [[Connor McMonigle]]
==Evolutionary Programming==
* [https://en.wikipedia.org/wiki/Evolutionary_programming Evolutionary programming from Wikipedia]

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