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A Study of Redundancy and Neutrality in Evolutionary Optimization

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Some authors consider that evolutionary search may be positively influenced by the use of redundant representations, whereas others note that the addition of random redundancy to a representation could be useless in optimization. Given this lack of consensus, two new families of redundant binary representations are developed in this paper.

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Evolutionary algorithms Redundant binary representations Neutrality Error control codes NK fitness landscapes

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Correia, Marisol B.A Study of Redundancy and Neutrality in Evolutionary Optimization, Evolutionary Computation, 21, 3, 413-443, 2013.

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