动态变异率的多群体进化计算
Dynamic Mutation Ratio and Multi-Population In Evolutionary Algorithms
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摘要: 针对进化计算中存在收敛速度慢和易陷入局部收敛的弱点,本文提出将多群体和动态变异率相结合,对传统的进化计算进行改进。通过实验表明,改进的进化计算是有效的。Abstract: An improved evolutionary Algorithm,which combines dynamic mutation with muliti-population,is proposed in this paper.It can improve the convergence velocity and avoid getting stuck at local optima in conventional Evolutional Evolutionary Algorithms.The effectiveness of the approach is examined using multi-peak function.
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