Title :
Modified Particle Swarm Optimization for sphere, Rastrigin, Schwefel and Schafer fuctions
Author :
Chou, PenChen ; Hon, SauBor
Author_Institution :
Dept. of Electr. Eng., DaYeh Univ., ChungHwa, Taiwan
Abstract :
Particle Swarm Optimization (PSO), proposed by J. Kennedy and R. Eberhart in 1995, attracts many attentions to solve for a lot of optimization problems nowadays. Due to its simplicity of parameter-setting and computational efficiency, it becomes one of the most popular algorithms for optimizations. For different optimization problems, different settings are required in order to solve problems with saving-time and efficiency. Four most popular problems are solved in this paper while modified PSO algorithms with different parameters are set.
Keywords :
functions; particle swarm optimisation; PSO algorithms; Rastrigin function; Schafer function; Schwefel function; Sphere function; optimization problems; particle swarm optimization; Benchmark testing; Genetic Algorithms; PSO; mutation; optimization;
Conference_Titel :
Cross Strait Quad-Regional Radio Science and Wireless Technology Conference (CSQRWC), 2011
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-9792-8
DOI :
10.1109/CSQRWC.2011.6037184
