基于差分变异算子的改进人工蜂群算法

文章针对传统人工蜂群算法收敛速度慢、精度不高的问题,基于差分进化算法中的变异算子,对人工蜂群算法搜索方程进行改进,在种群更新过程中引入当前种群最优个体信息,以提升算法的收敛速度和局部优化能力。

An improved artificial bee colony algorithm based on differential mutation operator

Aiming at the problems of low convergence speed and accuracy in traditional artificial bee colony algorithm, this paper modifies the relevant search equation based on the mutation operator of differential evolution algorithm, and introduces the optimal individual information of current population during population updating to improve the convergence speed and local optimization ability of the artificial bee colony algorithm.