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FOGA
2007

Neighborhood Graphs and Symmetric Genetic Operators

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Neighborhood Graphs and Symmetric Genetic Operators
In the case where the search space has a group structure, classical genetic operators (mutation and two-parent crossover) which respect the group action are completely characterized by formulas defining them in terms of the search space and its group operation. This provides a representation-free implementation for those operators, in the sense that the genotypic encoding of search space elements is irrelevant. The implementations are parameterized by distributions which may be chosen arbitrarily, and which are analogous to specifying distributions for mutation and crossover masks.
Jonathan E. Rowe, Michael D. Vose, Alden H. Wright
Added 29 Oct 2010
Updated 29 Oct 2010
Type Conference
Year 2007
Where FOGA
Authors Jonathan E. Rowe, Michael D. Vose, Alden H. Wright
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