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Qinghua Wu
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Research of Function Optimization Algorithm Qinghua Wu; Hanmin Liu; Yuxin Sun; Fang Xie; Jin Zhang; Xuesong Yan
Indonesian Journal of Electrical Engineering and Computer Science Vol 10, No 4: August 2012
Publisher : Institute of Advanced Engineering and Science

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Abstract

Traditional evolutionary algorithm trapped into the local minimum easily. Therefore, based on a simple evolutionary algorithm and combine the base ideology of orthogonal test then applied it to the population initialization, crossover operator, as well as the introduction of Inver-Over operator to prevent local convergence to form a new evolutionary algorithm. Through the series of numerical experiments, the new algorithm has been proved is efficiency for function optimization. DOI: http://dx.doi.org/10.11591/telkomnika.v10i4.877
Co-Authors Fang Xie Hanmin Liu Jin Zhang Xuesong Yan Yuxin Sun