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Abstract: : The recently developed genetic programming paradigm provides a way to genetically breed a computer program to solve a wide variety of problems. Genetic programming employs Darwinian survival and reproduction of the fittest and the genetic crossover (sexual recominbation) operation to evolve progressively better solutions to problems. In this chapter, a computer program that governs the behavior of a group of independently acting agents is genetically evolved to solve the "painted desert"... (Update)
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BibTeX entry: (Update)
John R. Koza. Evolution of emergent cooperative behavior using genetic programming. In Ray Paton, editor, Computing with Biological Metaphors, pages 280--297. London: Chapman and Hall, 1994. http://citeseer.ist.psu.edu/article/koza93evolution.html More
@incollection{ koza94evolution,
author = "John R. Koza",
title = "Evolution of emergent cooperative behavior using genetic programming",
booktitle = "Computing with Biological Metaphors",
publisher = "Chapman \& Hall",
address = "London, UK",
editor = "Ray Paton",
pages = "280--297",
year = "1994",
url = "citeseer.ist.psu.edu/article/koza93evolution.html" }
Citations (may not include all citations):1053 Genetic Programming: On the Programming of Computers by Mean.. (context) - John - 1992
85 The genetic programming paradigm: Genetically breeding popul.. - John - 1992
62 Genetic Programming: The Movie (context) - John, Rice
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14 SFI Studies in the Sciences of Complexity (context) - Christopher, Charles et al. - 1991
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1 The collective behavior of ants: An example of self-organiza.. (context) - Bernard, Frans - 1988
1 Cooperation between distributed agents using self-organizati.. (context) - Luc - 1990
1 Self-organization versus programming in massively parallel s.. (context) - Frans, Bernard - 1990
1 Animal simulations with *Logo: Massive parallelism for the m.. (context) - Mitchel - 1991
1 Behavioral dynamics of an ant colony: Views from three Level.. (context) - Michael, Mitchel - 1991
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