Heuristic Crossovers for Real-Coded Genetic Algorithms Based on Fuzzy Connectives

Abstract

Abst rac t . A problem in the use of genetic algorithms is the premature convergence in a local optimum. Its main cause is the lack of diversity in the population due to a disproportionate relationship between exploitation and exploration. In this paper, we present heuristic crossover operators for real-coded genetic algorithms, which use the adaptation of… (More)
DOI: 10.1007/3-540-61723-X_998

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