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Erschienen in:
1994 | ReviewPaper | Buchkapitel
A cooperative coevolutionary approach to function optimization
verfasst von : Mitchell A. Potter, Kenneth A. De Jong
Erschienen in: Parallel Problem Solving from Nature — PPSN III
Verlag: Springer Berlin Heidelberg
Enthalten in: Professional Book Archive
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A general model for the coevolution of cooperating species is presented. This model is instantiated and tested in the domain of function optimization, and compared with a traditional GA-based function optimizer. The results are encouraging in two respects. They suggest ways in which the performance of GA and other EA-based optimizers can be improved, and they suggest a new approach to evolving complex structures such as neural networks and rule sets.