Pipeline architecture of particle swarm optimization

Xiao Cai, Syahrulanuar Ngah, Hui Zhu, Yuji Tanabe, Takaaki Baba

研究成果: Conference contribution

2 引用 (Scopus)

抜粋

This paper develops pipeline architecture of particle swarm optimization with random time-varying inertia weight and acceleration coefficients (PSO-RTVIWAC) based on existing serial architecture. The proposed architecture incorporated two features to reduce calculation error and keep high speed calculation with acceptable chip area cost. First, actual hardware design is simplified. Then the pipeline mechanism is introduced. The developed system is implemented in field programmable gate array (FPGA) and achieves high stability with slightly increased speed.

元の言語English
ホスト出版物のタイトルProceedings - 9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2010
ページ3-8
ページ数6
DOI
出版物ステータスPublished - 2010
イベント9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2010 - Yamagata
継続期間: 2010 8 182010 8 20

Other

Other9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2010
Yamagata
期間10/8/1810/8/20

ASJC Scopus subject areas

  • Information Systems

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  • これを引用

    Cai, X., Ngah, S., Zhu, H., Tanabe, Y., & Baba, T. (2010). Pipeline architecture of particle swarm optimization. : Proceedings - 9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2010 (pp. 3-8). [5593142] https://doi.org/10.1109/ICIS.2010.42