DocumentCode
2516877
Title
Basin region recognition technique in particle swarm optimization
Author
Meng, Zhiqi
Author_Institution
Dept. of Electr. Eng., Fukuoka Univ., Fukuoka, Japan
fYear
2010
fDate
12-16 April 2010
Firstpage
191
Lastpage
194
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Electromagnetic Compatibility (APEMC), 2010 Asia-Pacific Symposium on
Conference_Location
Beijing
Print_ISBN
978-1-4244-5621-5
Type
conf
DOI
10.1109/APEMC.2010.5475846
Filename
5475846
Link To Document