Pipeline architecture of particle swarm optimization

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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

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.

Original languageEnglish
Title of host publicationProceedings - 9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2010
Pages3-8
Number of pages6
DOIs
Publication statusPublished - 2010
Event9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2010 - Yamagata
Duration: 2010 Aug 182010 Aug 20

Other

Other9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2010
CityYamagata
Period10/8/1810/8/20

Keywords

  • Field programmable gate array
  • Particle swarm optimization
  • Pipeline
  • Positioning system

ASJC Scopus subject areas

  • Information Systems

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  • Cite this

    Cai, X., Ngah, S., Zhu, H., Tanabe, Y., & Baba, T. (2010). Pipeline architecture of particle swarm optimization. In 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