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The distributed stochastic method of large-scale optimization with organization

Research Project

Project/Area Number 03650337
Research Category

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

Allocation TypeSingle-year Grants
Research Field 計測・制御工学
Research InstitutionChiba University

Principal Investigator

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

Co-Investigator(Kenkyū-buntansha) SUGAI Yasuo  Chiba Univ., Faculty of Eng., Associate Professor, 工学部, 助教授 (30187629)
Project Period (FY) 1991 – 1992
Project Status Completed (Fiscal Year 1992)
Budget Amount *help
¥2,100,000 (Direct Cost: ¥2,100,000)
Fiscal Year 1992: ¥400,000 (Direct Cost: ¥400,000)
Fiscal Year 1991: ¥1,700,000 (Direct Cost: ¥1,700,000)
Keywordsstochastic optimization / self-organization / layout of VLSI / floorplanning / placement / wiring / VLSエレイアウト
Research Abstract

The project has studied the development of a new stochastic optimization method based on biological phenomena and applied to VLSI layout problems.
Practically speaking, we combined the simulated annealing method with mutation and crossover concepts of biological evolution. Since this combination makes it possible to move freely in the cost landscape, we can try to search a global minimum in the large area. This method makes parallel computation possible. If we could implement on parallel processors, the computation time of the proposed method would be very fast.
From the viewpoint of approximation, we studied mean field theory and got some useful results on the speed up of stochastic optimization.
We applied the proposed method to the layout of VLSI, such as floorplanning, routing and placement problems. The simulation verified the effectiveness and usefulness of the method.

Report

(3 results)
  • 1992 Annual Research Report   Final Research Report Summary
  • 1991 Annual Research Report
  • Research Products

    (21 results)

All Other

All Publications (21 results)

  • [Publications] Yasuo SUGAI: "Hierarchical algorithm for a partition problem using simulated annealing" Int.J.Systems Suince. 22. 2471-2487

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 季 丙鎬: "ビア衝突の発生を抑制する効率的3層チャネル配線手法" 電子情報通信学会論文誌A分冊. 75. 56-64 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 小圷 成一: "遺伝的状態生成処理を取り入れた改良型アニーリング法によるフロアプラン" 電気学会論文誌C分冊. 112. 411-416 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Seiichi KOAKUTSU: "Block placement by improved simulated annealing based on genetic algorithm" Control and Informatim Sciences. 180. 648-656 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 小圷 成一: "組み合せ最適化問題における生物学的手法" 電気学会論文誌C分冊. 112. 585-590 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 銭 飛: "並列分散計算法における平均場近似手法" 電気学会論文誌C分冊. 112. 689-696 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] S.Koakutsu, Y.Sugai and H.Hirata: "Floorplanning by improved simulated annealing based on genetic algorithm" Trans. IEE Japan. Vol.112-C, No.7. 411-416 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] S.Koakutsu and H.Hirata: "Biological approaches for combinatorial optimization" Trans. IEE Japan. Vol.112-C, No.10. 585-590 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] F.Qian and H.Hirata: "Mean field approximation for parallel computation" Trans. IEE Japan. Vol.112-C, No.11. 689-696 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] B.Rheen, Y.Sugai and H.Hirata: "An efficient three-layer channel routing algorithm without vertical" Trans. IEICE Japan. Vol.J75-A, No.1. 56-64 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] S.Koakutsu, Y.Sugai and H.Hirata: "Block placement by improved simulated annealing based on genetic algorithm" Control and Information Sciences. Vol.180. 648-656 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Y.Sugai and H.Hirata: "Hierarchical algorithm for a partition problem using simulated annealing:application to placement in VLSI layout" Int. J. Systems Science. Vol.22, No.12. 2471-2487 (1991)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 小圷 成一: "遺伝的状態生成処理を取り入れた改良型アニーリング法によるフロアプラン" 電気学会論文誌 C分冊. 112. 411-416 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] Seiichi Koakutsu: "Block Placement by Improved Simulated A nnealing Based on Genetic Algorithm" Control and Information Sciences. 180. 648-656 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] 小圷 成一: "組み合せ最適化問題における生物学的方法" 電気学会論文誌 C分冊. 112. 585-590 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] 銭 飛: "並列分散計算法における平均場近似手法" 電気学会論文誌 C分冊. 112. 689-696 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] Seiichi Koakutsu: "Block Placement by Improved Simulatecl Annealing Based on Genetic Algorithm" Proc.of IFIP Cont on System Modelling and Optimization. 371-372 (1992)

    • Related Report
      1991 Annual Research Report
  • [Publications] Hironori Hirata: "Modelling of Flow Networks using Intormation Coding" Proc.of IFIP Cont on System Modelling and Optimization. 396-397 (1992)

    • Related Report
      1991 Annual Research Report
  • [Publications] 小圷 成一: "遺伝的状態生成処理を取り入れた改良型アニ-リング法によるフロアプラン" 電気学会論文誌C分冊.

    • Related Report
      1991 Annual Research Report
  • [Publications] 銭 飛: "平均場近似理論を用いた並列型学習アルゴリズム" 電子情報通信学会DI分冊.

    • Related Report
      1991 Annual Research Report
  • [Publications] 李 丙鎬: "3層配線におけるチャネルグラフを用いたセル列上配線" 電子情報通信学会A分冊.

    • Related Report
      1991 Annual Research Report

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Published: 1991-04-01   Modified: 2016-04-21  

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