Title :
Basin region recognition technique in particle swarm optimization
Author_Institution :
Dept. of Electr. Eng., Fukuoka Univ., Fukuoka, Japan
Abstract :
A new technique “basin region recognition” (BRR) is introduced to particle swarm optimization (PSO). BRR utilizes the objective function information obtained by PSO to recognize the attraction basin regions of local minima, and help the algorithm escapes from the attraction of local minima. It is also possible to get multiple local solutions in one experiment with BRR.
Keywords :
particle swarm optimisation; basin region recognition technique; objective function information; particle swarm optimization; Acceleration; Convergence; Electromagnetic compatibility; Electromagnetic scattering; Gradient methods; Inverse problems; Optimization methods; Particle swarm optimization; Timing; User-generated content;
Conference_Titel :
Electromagnetic Compatibility (APEMC), 2010 Asia-Pacific Symposium on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-5621-5
DOI :
10.1109/APEMC.2010.5475846
