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GECCO
2004
Springer

Crossover, Population Dynamics, and Convergence in the GAuGE System

14 years 4 months ago
Crossover, Population Dynamics, and Convergence in the GAuGE System
This paper presents a study of the effectiveness of a recently presented crossover operator for the GAuGE system. This crossover, unlike the traditional crossover employed previously, preserves the association of positions and values which exists in GAuGE genotype strings, and as such is more adequate for problems where the meaning of an allele is dependent on its placement in the phenotype string. Results obtained show that the new operator improves the performance of the GAuGE system on simple binary problems, both when position-sensitive data is manipulated and not.
Miguel Nicolau, Conor Ryan
Added 01 Jul 2010
Updated 01 Jul 2010
Type Conference
Year 2004
Where GECCO
Authors Miguel Nicolau, Conor Ryan
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