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Development of Expert System of Supporting Bridge Design with Learning Ability

Research Project

Project/Area Number 01850103
Research Category

Grant-in-Aid for Developmental Scientific Research (B).

Allocation TypeSingle-year Grants
Research Field 土木構造
Research InstitutionKyoto University

Principal Investigator

FURUTA Hitoshi  Kyoto Univ., Dept. of Civil Engin., Assoc. Prof., 工学部, 助教授 (70109031)

Co-Investigator(Kenkyū-buntansha) SAWARAGI Tetsuo  Kyoto Univ., Dept. of Precision Engin., Instructor, 工学部, 助手 (10187304)
SUGIURA Kunitomo  Kyoto Univ., Dept. of Civil Engin., Instructor, 工学部, 助手 (70216307)
SUGITO Masata  Kyoto Univ., Dept. of Transportation Engin., Instructor, 工学部, 助手 (60115863)
AKIYAMA Takamasa  Kyoto Univ., Dept. of Transportation Engin., Lecturer, 工学部, 講師 (70159341)
大志万 和也  阪神高速道路公団, 工務部, 調査役
白土 博通  京都大学, 工学部, 助手 (70150323)
Project Period (FY) 1989 – 1990
Project Status Completed (Fiscal Year 1990)
Budget Amount *help
¥4,100,000 (Direct Cost: ¥4,100,000)
Fiscal Year 1990: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 1989: ¥3,200,000 (Direct Cost: ¥3,200,000)
KeywordsExpert system / Learning / Bridge / Aesthetic factor / Production Rule / Design Supporting system / 学習機能 / 設計 / 景観 / 維持管理 / 信頼性 / 損傷度
Research Abstract

In the design of bridges, it is necessary to consider various design factors such as safety, economy, beauty and maintenance. To obtain an adequate bridge design which satisfies the above all requirements, intuition and experience may play an important role. However, it is very difficult to accumulate such experience enough to make a good design from the point of practical design situation. In this study, an attempt is made to develop an expert system which can support for inexperienced engineers to design a bridge. Especially, attention is paid to the stage of design planning, in which aesthetic factors are important as well as safety and economical factors. In the evaluation of the aesthetic factors, it is inevitable to include the qualitative evaluation which sometimes varies due to the subjectivity of designers. The present system has such a learning ability that it can automatically generate rules necessary for the inference. By the automatic generation of rules, it is possible to reduce the loads necessary to collect the sufficient amount of rules. This procedure is also useful in generating the rules from the source of qualitative information.

Report

(3 results)
  • 1990 Annual Research Report   Final Research Report Summary
  • 1989 Annual Research Report
  • Research Products

    (15 results)

All Other

All Publications (15 results)

  • [Publications] 白石 成人,古田 均 他: "学習機能をもったエキスパ-トシステムに関する一考察" 土木学会関西支部平成元年度年次学術講演会. I30 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 細谷 学,白石 成人,古田 均: "学習機能をもった橋梁設計支援エキスパ-トシステムに関する研究" 第44回土木学会年次学術講演会講演概要集第I部. 622-623 (1989)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 白石 成人,古田 均 他: "学習機能を持った橋梁設計支援エキスパ-トシステムに関する研究" 構造工学論文集. 36. 525-534 (1990)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] N. Shiraishi, H. Furuta et al.: "A Consideration on Expert System with Learning Ability" Proc. JSCE Kansai Branch. 130. (1989)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] M. Hosotani, N. shiraihsi and H. Furuta: "Expert System for Bridge Design with Learning Ability" Proc. of JSCE. 622-623 (1989)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] N. Shiraishi, H. Furuta et al.: "A Machine Learning Expert System for Design Planning of Bridge Sructures" Jour. of Structural Engineering. Vol. 36A. 525-534 (1990)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1990 Final Research Report Summary
  • [Publications] 白石 成人,古田 均 他: "学習機能をもったエキスパ-トシステムに関する一考察" 土木学会関西支部平成元年次学術講演会. I30 (1989)

    • Related Report
      1990 Annual Research Report
  • [Publications] 細谷 学,白石 成人,古田 均: "学習機能をもった橋梁設計支援エキスパ-トシステムに関する研究" 第44回土木学会年次学術講演会講演概要集第I部. 622-623 (1989)

    • Related Report
      1990 Annual Research Report
  • [Publications] 白石 成人,古田 均 他: "学習機能を持った橋梁設計支援エキスパ-トシステムに関する研究" 構造工学論文集. 36. 525-534 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 白石成人,古田均、馬野元香 他: "構造信頼性評価のためのファジィエキスパ-トシステム" 材料. 39. 19-25 (1990)

    • Related Report
      1989 Annual Research Report
  • [Publications] 白石成人,古田均 他: "学習機能を持った橋梁設計支援エキスパ-トシステムに関する研究" 構造工学論文集. 36A. (1990)

    • Related Report
      1989 Annual Research Report
  • [Publications] Hitoshi Furuta and Naruhito Shiraichi: "An Expert System for Damage Assessment of Bridge Structures Using Fuzzy Production Rules" Final Report of IABSE Colloquium or Expert Systems in Civil Engineering. 197-206 (1989)

    • Related Report
      1989 Annual Research Report
  • [Publications] 白石成人,古田均,大谷裕生: "ニュ-ラルネットワ-クの補修工法への適用" 平成2年度土木学会関西支部年次学術講演会概要集. (1990)

    • Related Report
      1989 Annual Research Report
  • [Publications] クスナン・スパ-ト,古田均,渡邊英一: "鋼薄肉構造物の設計のためのエキスパ-トシステムの開発" 平成2年度土木学会関西支部年次学術講演会概要集. (1990)

    • Related Report
      1989 Annual Research Report
  • [Publications] 矢川元基他: "ファジィ理論の計算機力学への応用" 校風館, (1990)

    • Related Report
      1989 Annual Research Report

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Published: 1989-04-01   Modified: 2016-04-21  

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