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A large-scale optimization stochastic method with adaptation and its application to VLSI layout

Research Project

Project/Area Number 05650369
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field System engineering
Research InstitutionChiba University

Principal Investigator

HIRATA Hironori  Chiba Univ., Faculty of Eng., Professor, 工学部, 教授 (60111415)

Co-Investigator(Kenkyū-buntansha) KOAKUTSU Seiichi  Chiba Univ., Faculty of Eng., Research Associate, 工学部, 助手 (70241940)
Project Period (FY) 1993 – 1994
Project Status Completed (Fiscal Year 1994)
Budget Amount *help
¥2,200,000 (Direct Cost: ¥2,200,000)
Fiscal Year 1994: ¥600,000 (Direct Cost: ¥600,000)
Fiscal Year 1993: ¥1,600,000 (Direct Cost: ¥1,600,000)
Keywordscombinatorial optimization / genetic / layout of VLSI / floorplan / learning / stochastic method / 確率的手法 / 組合わせ最適化 / 学昭 / 配置
Research Abstract

The project has studied the development of a new large-scale optimization method and applied to VLSI layout.
Practically speaking, we combined the simulated annealing methhod with gentic algorithm. This combination makes it possible to search a global minimum in the cost landscape. This method makes parallel computation possible using a parallel computer.
From the viewpoint of approximation, we studied mean field theory and got some useful results on the spead up of large-scale optimization.
We applied the proposed method to the VLSI layout of VLSI,such as floorplan. The simulation verified the effectiveness and usefulness of the method.

Report

(3 results)
  • 1994 Annual Research Report   Final Research Report Summary
  • 1993 Annual Research Report
  • Research Products

    (19 results)

All Other

All Publications (19 results)

  • [Publications] Seiichi Koakutsu: "Genetic Simulated Annealing for Floorplan Design" Control and Information Sciences. 197. 268-277 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 田沢 功: "免疫機構を取り入れた遺伝的アルゴリズムのVLSIフロアプラン設計への応用" 計測自動制御学会論文誌. (5月号掲載予定). (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 李 丙鎬: "チャネルグラフを用いたHVHD方式4層チャネル配線手法" 電子情報通信学会論文誌A分冊. J77-A. 671-679 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 銭 飛: "並列平均場近似計算法による組合せ最適化とボルツマンマシンの学習" 電子情報通信学会論文誌DII分冊. J76-DII. 2615-2625 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Fei Qian: "An associative memory modulation with reinfrcement learning automation netuvrk" Prc. of Int. Conf. on Neural Information Processing. 1. 679-682 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Hironori Hirata: "Information of Organization in Ecological Systems" J. of Theoretical Biology. 162. 187-194 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] S.Koakutsu and H.Hirata: "Genetic simulated annealing for floorplan design" Control and Information Sciences. Vol.197. 268-277 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] I.Tazawa, S.Koakutsu and H.Hirata: "A VLSI floorplan design based on genetic immune recruitment mechanism" Trans.SICE Japan. (in press). (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] B.Rhee.Y.Sugai and H.Hirata: "A new over-the-cell Channel routing with three-layr using a channel-graph" Trans.IP Japan. Vol.35, No.3. 380-390 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] B.Rhee.Y.Sugai and H.Hirata: "A new HVHD model four-layr channel router using a channel-graph" Trans.IEICE Japan. Vol.J77-A,No.4. 671-679 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] F.Qian and H.Hirata: "A parallel computaion based on mean field theory for combinatorial optimization and Boltzmann machines" Trans.IEICE Japan. Vol.J76-DII,No.12. 2615-2625 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] F.Qian and H.Hirata: "An associative memory modulation with reinforcement learning automaton network" Proc.Int.Conf.on Neural Inf.Processing. 1577-1581 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 田沢功: "免疫機構を取り入れた遺伝的アルゴリズムのVLSIフロアプラン設計への応用" 計測自動制御学会論文誌. (5月号)(掲載予定). (1995)

    • Related Report
      1994 Annual Research Report
  • [Publications] 李丙鎬: "チャネルグラフを用いたHVHD方式4層チャネル配線手法" 電子情報通信学会論文誌A分冊. J77-A. 671-679 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] Fei Qian: "An associative memory modulation mrith reimforcement learing automation netwwork" Proceedings of International Comference on Neural Information Prucessing. 1. 679-682 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] Seiichi Koakutsu: "Genetic Simulated Annealing for Floorplan Design" Control and Information Sciences. (掲載予定). (1994)

    • Related Report
      1993 Annual Research Report
  • [Publications] Fei Qian: "Computer Networking Representation for Parallel Distributed Computing Algorithms" Proc.Int.Joint Conf.Neural Networks'93. 2. 1577-1581 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] HIRONORI HIRATA: "Information of Organization in Ecological Systems" J.of Theoretical Biology. 162. 187-194 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] 銭 飛: "並列平均場近似計算法による組合せ最適化とボルツマンマシンの学習" 電子情報通信学会論文誌DII分冊. J76-DII. 2615-2625 (1993)

    • Related Report
      1993 Annual Research Report

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Published: 1993-04-01   Modified: 2016-04-21  

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