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oaioai:drops-oai.dagstuhl.de:2814

2-bit Flip Mutation Elementary Fitness Landscapes

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Publication date
1 January 2010
Publisher
Dagstuhl Seminar Proceedings. 10361 - Theory of Evolutionary Algorithms
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    Abstract

    Genetic Programming parity is not elementary. GP parity cannot be represented as the sum of a small number of elementary landscapes. Statistics, including fitness distance correlation, of Parity\u27s fitness landscape are calculated. Using Walsh analysis the eigen values and eigenvectors of the Laplacian of the two bit flip fitness landscape are given and a ruggedness measure for elementary landscapes is proposed. An elementary needle in a haystack (NIH) landscape is given

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    Last time updated on 17/11/2016

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