Niche Particle Swarm Algorithm and Application Study

摘要

To the multi-modal function optimization problem, after analyzing characteristics and deficiencies of traditional niche genetic and niche clonal selection algorithms, it proposes a niche particle swarm algorithm (NPSA), which based on principle of particle swarm algorithm. By the convergence analysis and simulation experiments of four typical multi-modal functions, conclusions show that the NPSA has eximious simplicity and high efficiency.