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10

GECCO
2004
Springer

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Topological Interpretation of Crossover

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Topological Interpretation of Crossover

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Abstract. In this paper we give a representation-independent topological definition of crossover that links it tightly to the notion of fitness landscape. Building around this definition, a geometric/topological framework for evolutionary algorithms is introduced that clarifies the connection between representation, genetic operators, neighbourhood structure and distance in the landscape. Traditional genetic operators for binary strings are shown to fit the framework. The advantages of this interpretation are discussed

Alberto Moraglio, Riccardo Poli

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GECCO 2004 | Genetic Operators | Representation-independent Topological Definition | Traditional Genetic Operators |

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Added	01 Jul 2010
Updated	01 Jul 2010
Type	Conference
Year	2004
Where	GECCO
Authors	Alberto Moraglio, Riccardo Poli

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