Article
Forking genetic algorithms: GAs with search space division schemes.
Evolutionary computation - 1 Jan 1997
Tsutsui S, Fujimoto Y, Ghosh A
Abstract excerpt
In this article, we propose a new type of genetic algorithm (GA), the forking GA (fGA), which divides the whole search space into subspaces, depending on the convergence status of the population and the solutions obtained so far. The fGA is intended to deal with multimodal problems that are difficult to solve using conventional GAs. We use a multipopulation scheme that includes one parent population that explores...
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