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