DocumentCode
529938
Title
Simultaneous perturbation particle swarm optimization and FPGA realization
Author
Yamada, Takahiro ; Maeda, Yutaka ; Miyoshi, Seiji ; Hikawa, Hiroomi
Author_Institution
Dept. of Electr. & Electron. Eng., Kansai Univ., Suita, Japan
fYear
2010
fDate
18-21 Aug. 2010
Firstpage
1462
Lastpage
1465
Abstract
In this paper, we propose a combined optimization technique of the particle swarm optimization (PSO) and the simultaneous perturbation method. Moreover, FPGA implementation of the proposed method is handled. Details of the system are described. Using some test functions, we confirm feasibility of the proposed method and the hardware system.
Keywords
field programmable gate arrays; particle swarm optimisation; perturbation techniques; FPGA; particle swarm optimization; simultaneous perturbation method; Equations; Field programmable gate arrays; Mathematical model; Optimization methods; Particle swarm optimization; Perturbation methods; Random access memory; FPGA; optimization; particle swarm optimization; simultaneous perturbation;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE Annual Conference 2010, Proceedings of
Conference_Location
Taipei
Print_ISBN
978-1-4244-7642-8
Type
conf
Filename
5603388
Link To Document