双变异率自适应遗传算法研究及其应用

The study of adaptive GA based on dual mutation and its application

摘要: 针对标准遗传算法的不收敛性,提出一种双变异自适应遗传算法,即通过全局变异算子和局部变异算子共同作用,增加种群的多样性,提高算法的全局收敛能力.实例证明:改进算法具有很好的寻优能力和效率.

Abstract: Considering the deficiency of standard genetic algorithm,the Dual Mutation Adaptive genetic algorithm was introduced,which can increase the population diversity by the global mutation operator and local mutation operator.It has improved the algorithm's capability of reaching global best.An example is presented to testify its ability.