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Issues in Scaling Genetic Programming: Breeding Strategies, Tree Generation, and Code Bloat

. Department of Computer Science, University of Maryland, A. V. Williams Building, University of Maryland, College Park, MD 20742 USA, (2000)

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A Comparison of Crossover and Mutation in Genetic Programming, and . Genetic Programming 1997: Proceedings of the Second Annual Conference, page 240--248. Stanford University, CA, USA, Morgan Kaufmann, (13-16 July 1997)When Short Runs Beat Long Runs. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), page 74--80. San Francisco, California, USA, Morgan Kaufmann, (7-11 July 2001)Genetic Programming Produced Competitive Soccer Softbot Teams for RoboCup97. Genetic Programming 1998: Proceedings of the Third Annual Conference, page 214--222. University of Wisconsin, Madison, Wisconsin, USA, Morgan Kaufmann, (22-25 July 1998)A Survey and Comparison of Tree Generation Algorithms, and . Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-2001), page 81--88. San Francisco, California, USA, Morgan Kaufmann, (7-11 July 2001)Cultural Transmission of Information in Genetic Programming, and . Genetic Programming 1996: Proceedings of the First Annual Conference, page 209--214. Stanford University, CA, USA, MIT Press, (28--31 July 1996)Ontology-based Web Agents., , , and . Agents, page 59-66. ACM, (1997)Tunably decentralized algorithms for cooperative target observation., , , and . AAMAS, page 911-917. ACM, (2005)Cooperative coevolution and univariate estimation of distribution algorithms., , and . FOGA, page 141-150. ACM, (2009)Evolutionary computation and the c-value paradox.. GECCO, page 91-97. ACM, (2005)A Demonstration of Neural Programming Applied to Non-Markovian Problems., and . GECCO (2), volume 3103 of Lecture Notes in Computer Science, page 422-433. Springer, (2004)