Incremental Particle Swarm Optimization
Xiaohua Xu, Zhoujin Pan, Yanqiu Xi, Ling Chen · Physics Procedia · 2012
By simulating the population size of the human evolution, a PSO algorithm with increment of particle size (IPPSO) was proposed. Without changing the PSO operations, IPPSO can obtain better solutions with less time cost by modifying the structure of traditional PSO. Experimental results show that IPPSO using logistic model is more efficient and requires less computation time than using linear function in solving more complex program problems.