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Neutrality: A Necessity for Self-Adaptation | | Marc Toussaint
; Christian Igel
; | | Date: |
16 Apr 2002 | | Journal: | Proceedings of the Congress on Evolutionary Computation (CEC 2002), 1354-1359. | | Subject: | Adaptation and Self-Organizing Systems; Neural and Evolutionary Computing | nlin.AO cs.NE q-bio | | Abstract: | 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. | | Source: | arXiv, nlin.AO/0204038 | | Services: | Forum | Review | PDF | Favorites | |
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