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

DOI

書誌事項

タイトル別名
  • Hardware Design of Particle Calculating Block for Multi-Dimension Particle Swarm Optimization

説明

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.

収録刊行物

詳細情報 詳細情報について

  • CRID
    1390282680641537920
  • NII論文ID
    130005455871
  • DOI
    10.11527/jceeek.2011.0_84
  • データソース種別
    • JaLC
    • CiNii Articles
  • 抄録ライセンスフラグ
    使用不可

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