English  |  正體中文  |  简体中文  |  全文筆數/總筆數 : 51281/86342 (59%)
造訪人次 : 8151403      線上人數 : 80
RC Version 7.0 © Powered By DSPACE, MIT. Enhanced by NTU Library & TKU Library IR team.
搜尋範圍 查詢小技巧:
  • 您可在西文檢索詞彙前後加上"雙引號",以獲取較精準的檢索結果
  • 若欲以作者姓名搜尋,建議至進階搜尋限定作者欄位,可獲得較完整資料
  • 進階搜尋
    請使用永久網址來引用或連結此文件: http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/75248


    題名: Hardware/Software Co-design for Particle Swarm Optimization Algorithm
    作者: Li, Shih-an;Wong, Ching-chang;Yu, Chia-jun;Hsu, Chen-chien
    貢獻者: 淡江大學電機工程學系
    關鍵詞: Field Programmable Gate Array (FPGA);HW/SW Co-design;Particle swarm optimization (PSO);system on a programmable chip (SOPC)
    日期: 2010-10
    上傳時間: 2012-03-16 21:27:11 (UTC+8)
    出版者: Institute of electrical and electronics engineers (IEEE)
    摘要: This paper presents a hardware/software (HW/SW) co-design approach using SOPC technique and pipeline design method to improve the performance of particle swarm optimization (PSO) for embedded applications. Based on modular design architecture, a particle updating accelerator module via hardware implementation for updating velocity and position of particles and a fitness evaluation module implemented on a soft-cored processor for evaluating the objective functions are respectively designed and work closely together to accelerate the evolution process. Thanks to a flexible design, the proposed approach can tackle various optimization problems of embedded applications without the need for hardware redesign. To compensate the deficiency in generating truly random numbers by hardware implementation, a particle re-initialization scheme is also presented in this paper to further improve the execution performance of the PSO. Experiment results have demonstrated that the proposed HW/SW co-design approach to realize PSO is capable of achieving a high-quality solution effectively.
    關聯: Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, pp.3762-3767
    DOI: 10.1109/ICSMC.2010.5641826
    顯示於類別:[電機工程學系暨研究所] 會議論文

    文件中的檔案:

    檔案 描述 大小格式瀏覽次數
    Hardware Software Co-design for Particle Swarm.pdf全文檔795KbAdobe PDF505檢視/開啟
    index.html0KbHTML145檢視/開啟

    在機構典藏中所有的資料項目都受到原著作權保護.

    TAIR相關文章

    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library & TKU Library IR teams. Copyright ©   - 回饋