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29 March 2020
 
  » arxiv » nlin.AO/0204038

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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
AbstractSelf-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
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