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Research on Optimizeation of Implementing Telephone Netwarks by Using Learning Theory

Research Project

Project/Area Number 04650355
Research Category

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

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

Principal Investigator

SATO Mitsuo (1993)  Tohoku University, GSIS, Assistant Professor, 大学院・情報科学研究科, 助教授 (80111251)

竹田 宏 (1992)  東北大学, 工学部, 教授 (60005220)

Co-Investigator(Kenkyū-buntansha) SATO Mituo  Tohoku University, GSIS, Assistant Professor (80111251)
Project Period (FY) 1992 – 1993
Project Status Completed (Fiscal Year 1993)
Budget Amount *help
¥1,700,000 (Direct Cost: ¥1,700,000)
Fiscal Year 1993: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 1992: ¥1,000,000 (Direct Cost: ¥1,000,000)
KeywordsTelephone Network / Routing / Learning Control / Load Equalization / Blicking / Routing Domain / 迂回候補路
Research Abstract

In 1992, by applying our previously presented learning control scheme to a telephone network we designed and presented a a routing scheme with aim at load equalization on the network. This scheme chooses a route which minimizeds a weighted blocking frequency from an appropriately determined set of routes. It was shown that this scheme achieves the load equalization in the sense that the blocking frequencies asymptotically become equal amoug the set of routes. According to computer simulation, it was ascertained that our scheme is superior in blocking count and average route length to the scheme using learning automata. However, it was found that the characteristic of load equalization greatly depends on determination of the set of routes.
Viewing recent rapid development of functions of network observation and control, we can expect that higher performance routing than that considered in 1992 is realizable. From this, in 1993, we presented a learning routing scheme which achieves more strict load equalization based on information about call generation at all stations. This scheme seeks blocking equalization among links by adaptively assigning overflow calls from main sources generating congestion to vacant routes. According to detailed computer simulation, it was ascertained that our new scheme is most superior compared with our previous one and the state-dependent scheme under various conditions in the case that we determined the set of routes using the design method of a routing domain presented by other investigators.
Significance of this research is that it was shown theoretically and practically that our schemes achieve load equalization which is not ensured by the present schemes. Our research results will be useful for development of available routing schemes in future.

Report

(3 results)
  • 1993 Annual Research Report   Final Research Report Summary
  • 1992 Annual Research Report
  • Research Products

    (6 results)

All Other

All Publications (6 results)

  • [Publications] 佐藤光男: "呼損頻度を用いた電話ネットワークの適応的ルーチング" 電気学会論文誌. 112-C. 398-404 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] 本間経康: "最適制御入力の学習的ランダム探索アルゴリズム" 計測自動制御学会論文集. 29. 1086-1093 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] Mituo Sato: "Adaptive Routing in Telephone Networks by Using a Blocking Frequency" Trans. IEE of Japan. 112-C. 398-404 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] Noriyasu Honma: "Learning Algorithm of Random Search for Optimal Control Inputs" Trans. SICE. 29. 1086-1093 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] 本間経康: "最適制御入力の学習的ランダム探索アルゴリズム" 計測自動制御学会論文集. 29. 1086-1093 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] 佐藤 光男: "呼損頻度を用いた電話ネットワークの適応的ルーチング" 電気学会論文誌C. 112. 398-404 (1992)

    • Related Report
      1992 Annual Research Report

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Published: 1992-04-01   Modified: 2016-04-21  

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