Neutrality: A Necessity for Self-Adaptation

Details Neutrality: A Necessity for Self-Adaptation Neutrality: A Necessity for Self-Adaptation

2002-04-16

arxiv.org/abs/nlin/0204038v1

Proceedings of the Congress on Evolutionary Computation (CEC 2002), 1354-1359.

Nonlinear Sciences

Adaptation and Self-Organizing Systems

6 pages, 3 figures, LaTeX

Scientific paper

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.

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