%0 Book Section %1 koza:1994:eecb %A Koza, John R. %B Computing with Biological Metaphors %C London, UK %D 1994 %E Paton, Ray %I Chapman & Hall %K agents, algorithms, ants, artificial behavior, cooperative crossover, desert emergent genetic independent painted problem, programming, recombination %P 280--297 %T Evolution of emergent cooperative behavior using genetic programming %U http://www.genetic-programming.com/jkpdf/paton1994.pdf %X 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 recombination) operation to evolve progressively better solutions to problems. In this chapter, a computer program that governs the behaviour of a group of independently acting agents is genetically evolved to solve the painted desert problem. The evolved program exhibits emergent and cooperative behavior.

@incollection{koza:1994:eecb, 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 recombination) operation to evolve progressively better solutions to problems. In this chapter, a computer program that governs the behaviour of a group of independently acting agents is genetically evolved to solve the painted desert problem. The evolved program exhibits emergent and cooperative behavior.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {London, UK}, author = {Koza, John R.}, biburl = {https://www.bibsonomy.org/bibtex/2929c0ed730f72f7f61bd903a9cf186e5/brazovayeye}, booktitle = {Computing with Biological Metaphors}, editor = {Paton, Ray}, interhash = {a830944d0aaebd2290a5d076c141e08c}, intrahash = {929c0ed730f72f7f61bd903a9cf186e5}, keywords = {agents, algorithms, ants, artificial behavior, cooperative crossover, desert emergent genetic independent painted problem, programming, recombination}, pages = {280--297}, publisher = {Chapman \& Hall}, timestamp = {2008-06-19T17:43:58.000+0200}, title = {Evolution of emergent cooperative behavior using genetic programming}, url = {http://www.genetic-programming.com/jkpdf/paton1994.pdf}, year = 1994 }