Neutrality: A Necessity for Self-Adaptation

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Self-adaptation is used in all main paradigms of evolutionary computation to increase efficiency. We claim that the basis of self-adaptation is the use of neutrality. In the absence of external control neutrality allows a variation of the search distribution without the risk of fitness loss.
6 pages, 3 figures, LaTeX

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Adaptation and Self-Organizing Systems, Neural and Evolutionary Computing, Quantitative Biology

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http://salesiana.dossiersoluciones.com/handle/123456789/80214

Consulte el texto completo en el siguiente enlace:

https://arxiv.org/abs/nlin/0204038
 http://arxiv.org/abs/nlin/0204038
 Proceedings of the Congress on Evolutionary Computation (CEC 2002), 1354-1359.

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arXiv