On evolutionary strategy based on hybrid crossover operators | IEEE Conference Publication | IEEE Xplore

On evolutionary strategy based on hybrid crossover operators


Abstract:

Crossover operators play an important role in evolutionary strategy. Several different crossover operators have been developed in the past decades. However, each crossove...Show More

Abstract:

Crossover operators play an important role in evolutionary strategy. Several different crossover operators have been developed in the past decades. However, each crossover operator is only efficient in some type of problems, but fails in another one. In order to overcome the disadvantage, a possible solution is to use a mixed crossover strategy, which mixes various crossover operators. In this paper, an example of such strategies is introduced which employs four different crossover strategies: two-point crossover, uniform crossover, arithmetic crossover. The simulation results show that the mixed crossover strategy is superior to any pure crossover strategy.
Date of Conference: 12-14 August 2011
Date Added to IEEE Xplore: 19 September 2011
ISBN Information:
Conference Location: Harbin, China

References

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