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本文在分析了标准遗传算法所存在的缺陷的基础上,运用小生境技术和局部寻优方法,提出了一种新的遗传算法通过实例证明,该方法在收敛速度、解的精度及全域寻优能力等方面有明显的优越性。
Based on the analysis of the defects of standard genetic algorithm, this paper proposes a new genetic algorithm based on niche technology and local optimization method. The results show that the proposed method has good performance in convergence rate, solution accuracy and global optimization Ability and so on have obvious superiority.