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Abstract: To successfully apply evolutionary algorithms to the solution of increasingly complex problems, we must develop effective techniques for evolving solutions in the form of interacting coadapted subcomponents. One of the major difficulties is finding computational extensions to our current evolutionary paradigms that will enable such subcomponents to "emerge" rather than being hand designed. In this paper, we describe an architecture for evolving such subcomponents as a collection of... (Update)
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BibTeX entry: (Update)
M. Potter and K. DeJong. Cooperative coevolution: An architecture for evolving coadapted subcomponents. Evolutionary Computation, 8(1):1--29, 2000. http://citeseer.ist.psu.edu/article/potter00cooperative.html More
@article{ potter00cooperative,
author = "Mitchell A. Potter and Kenneth A. De Jong",
title = "Cooperative Coevolution: An Architecture for Evolving Coadapted Subcomponents",
journal = "Evolutionary Computation",
volume = "8",
number = "1",
pages = "1-29",
year = "2000",
url = "citeseer.ist.psu.edu/article/potter00cooperative.html" }
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295 Some studies in machine learning using the game of checkers (context) - Samuel - 1959
205 Co-evolving parasites improve simulated evolution as an opti.. (context) - Hillis - 1991
185 Escaping brittleness: The possibilities of general purpose l.. (context) - Holland - 1986
76 Learning to tell two spirals apart (context) - Lang, Witbrock - 1988
58 A cooperative coevolutionary approach to function optimizati.. - Potter, De Jong - 1994
43 A coevolutionary approach to learning sequential decision ru.. - Potter, De Jong et al. - 1995
41 Methods for competitive co-evolution: Finding opponents wort.. - Rosin, Belew - 1995
36 Using genetic algorithms to explore pattern recognition in t.. - Forrest, Javornik et al. - 1993
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17 The symbiotic evolution of solutions and their representatio.. (context) - Paredis - 1995
16 Evolving neural networks with collaborative species - Potter, De Jong - 1995
16 Hierarchical learning of robot skills by reinforcement (context) - Lin - 1993
13 A genetic cascade-correlation learning algorithm - Potter - 1992
13 Forming neural networks through efficient and adaptive coevo.. - Moriarty, Miikkulainen - 1997
11 Searching for diverse (context) - Smith, Forrest et al. - 1993
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1 Character displacement (context) - Jr, Wilson - 1956
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