Hardware Design of Particle Calculating Block for Multi-Dimension Particle Swarm Optimization

Dong Huijiao, Chen Darong, Jia Molin, Baba Takaaki

doi:10.11527/jceeek.2011.0_84

Bibliographic Information

Other Title

多次元粒子群最適アルゴリズムにおける粒子演算部のハードウェア実装

Description

This paper presents a hardware design of particle calculating block (PCB) for multi-dimension particle swarm optimization (PSO). The proposed design incorporates two distinctive features to improve the processing speed. One is employing ROM to store predefined random numbers. The other is using multiple parallel PCB to calculate the position and the velocity of every particle. Therefore the proposed hardware architecture can work effectively in a high speed and accuracy. By setting the number of PCB, this design can be applied to any kind of PSO systems with different dimensions.

Journal

Record of Joint Conference of Electrical and Electronics Engineers in Kyushu

Record of Joint Conference of Electrical and Electronics Engineers in Kyushu 2011 (0), 84-84, 2011

Committee of Joint Conference of Electrical, Electronics and Information Engineers in Kyushu

Keywords

Details 詳細情報について

CRID: 1390282680641537920

NII Article ID: 130005455871

DOI: 10.11527/jceeek.2011.0_84

Data Source

JaLC
CiNii Articles

Abstract License Flag: Disallowed

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