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
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;
Conference_Titel :
SICE Annual Conference 2010, Proceedings of
Conference_Location :
Taipei
Print_ISBN :
978-1-4244-7642-8
