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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]]
* [[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]
* [[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]]
* [[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'''
* [[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]]
* [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 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 Aralikatte]], [[Gopalakrishnan Srinivasaraghavan|G. Srinivasaraghavan]] ('''2016'''). ''Phoenix: A Self-Optimizing Chess Engine''. [http://arxiv.org/abs/1603.09051 arXiv:1603.09051]
* [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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