关键词: 遗传算法 粒子群算法 变异算子 种群多样性 早熟收敛

Abstract: Premature convergence and weak local optimization are two key problems existing in the conventional genetic algorithm. To overcome the shortcomings, this paper proposes an improved genetic algorithm based on the particle swarm algorithm. The basic princip

Key words: Genetic algorithm, Particle swarm algorithm, Mutation operator, Population diversity, Premature convergence