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Theoretical Research on Optimal Planning of Health-Care Facilities by Application of AI Technology

Research Project

Project/Area Number 09450226
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Town planning/Architectural planning
Research InstitutionNagoya City University

Principal Investigator

YANAGISAWA Makoto  Nagoya City University, School of Design and Architecture, Professor, 芸術工学部, 教授 (40023048)

Co-Investigator(Kenkyū-buntansha) SHIDA Kouji  Nagoya City University, School of Design and Architecture, Associate Professor, 芸術工学部, 助教授 (70196385)
AOKI Takayoshi  Nagoya City University, School of Design and Architecture, Associate Professor, 芸術工学部, 助教授 (10202467)
TAKADA Toyofumi  Mie University, Faculty of Engineering, Research Associate, 工学部, 助手 (90242932)
KOHAMA Yoshiro  Mie University, Faculty of Engineering, Professor, 工学部, 教授 (50023304)
MIYAMURA Atsunori  Nagoya City University, School of Design and Architecture, Professor, 芸術工学部, 教授 (20076532)
Project Period (FY) 1997 – 1998
Project Status Completed (Fiscal Year 1998)
Budget Amount *help
¥10,500,000 (Direct Cost: ¥10,500,000)
Fiscal Year 1998: ¥2,400,000 (Direct Cost: ¥2,400,000)
Fiscal Year 1997: ¥8,100,000 (Direct Cost: ¥8,100,000)
Keywordsartificial intelligence technology / hospital planning / circulation / earthquake resistant element / knowledge-base / fazzy expression / optimal allocation / neural network / フアジイ表現
Research Abstract

The result of the first research year is summarized as follows. Planning method of medical architectural facility requires an optimal layout by means of an indexing parameter of closeness, which should be evaluated by practical investigation. Consequently, it is necessary to establish the database, which can be trpnsformed into the knowledge-base subsequently, from such practical examples whose lay-out or plan, its dimensions, dynamic parameters of customers, and others are included, where rather ambiguous data should be described by means of fazzy expressions. Application of such idea is carried out to architectural layout problem by means of the neural network method to search for its optimal solution. Then basic formulation on the fazzy constraints of such a layout problem is proposed with some of numerical examples, then, vvith further theoretical extension to practical medical facilities. When specified to an optimal layout of linear system, Voronoi theory can be applied, and some … More practical examples are compared to numerical results with considerable accordance between them. Regarding structural evaluation of safety against strong earthquakes, our emphasis is focused on the optimal allocation of shear elements against torsional moment about a vertical axis due to strong earthquakes in a 3D frame, which is important, particularly, from the view of architectural constraints. This can be described as a typical combinatorial optimality, and theoretical formulation is accomplished. Among various solution techniques, the branch-and-bound method with heuristics can fulfill prominently the goal allocation, which is numerically supported a series of 3D frame such as 8 story frames. The second research year was devoted to extension of the results of the first year theoretically and numerically. The optimal allocation of shear element at a 3D frame is discussed with further architectural constraints together with construction and structural ones. The other solution techniques such as the genetic algorithm or the alpha-beta method are applied and compared to one another through numerical simulation. Less

Report

(3 results)
  • 1998 Annual Research Report   Final Research Report Summary
  • 1997 Annual Research Report

Research Products

(44 results)

All Other

All Publications (44 results)

  • [Publications] 高田豊文・小浜芳朗・宮村篤典: "多層RC立体架構に対する連層耐震壁の最適配置に関する考察" 日本建築学会構造系論文集. No.522(掲載予定). (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 青木孝義・宮村篤典・久翁知巳: "分岐した直線状に並ぶ建築設備機器の最適配置計画の研究" 日本建築学会大会学術講演梗概集(中国). E-1(投稿中). (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 小浜芳朗・宮村篤典・高田豊文: "耐震壁の最適配置計画の最適配置に及ぼす制約条件の影響" 日本建築学会東海支部研究報告集. 第37号. 217-220 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 小浜芳朗・高田豊文: "多層RC立体架構に対する耐震壁の配置問題への分枝限定法の応用" 計算工学講演会論文集. 第3巻第2号. 667-670 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 高田豊文・小浜芳朗・宮村篤典: "保有水平耐力の制約条件を含むRC建物の最適壁配置計画その1.壁配置問題の定式化と最適化手法" 日本建築学会大会学術講演梗概集(九州). B-1. 381-382 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 小浜芳朗・宮村篤典・高田豊文: "保有水平耐力の制約条件を含むRC建物の最適壁配置計画その2.設計例への適用と力学性能の考察" 日本建築学会大会学術講演梗概集(九州). B-1. 383-384 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 宮村篤典・青木孝義・久翁知巳: "直線状に並ぶ建築設備機器の最適配置計画の研究" 日本建築学会大会学術講演梗概集(九州). E-1. 721-722 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 高田豊文・小浜芳朗・宮村篤典: "ねじれ応答を制約条件とした耐震壁の最適配置計画 その1.壁配置問題の定式化と最適化手法" 日本建築学会大会学術講演梗概集(関東). B-1. 413-414 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 小浜芳朗・宮村篤典・高田豊文: "ねじれ応答を制約条件とした耐震壁の最適配置計画 その2.最適配置の力学的考察" 日本建築学会大会学術講演梗概集(関東). B-1. 415-416 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 小浜芳朗・高田豊文・川口剛志: "ファジィ制約下の建築平面計画の最適化法に関する基礎的研究 住宅の平面計画" 日本建築学会大会学術講演梗概集(関東). A-2. 427-428 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Y.Kohama, T.Takada, N.Kozawa, and A.Miyamura,: "Collapse analysis of rigid frame by genetic algorithm" Proc.of OPT197. 193-202 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 小浜芳朗・高田豊文・宮村篤典: "逐次線形計画法によるファジィ制約下における最適平面計画" 日本建築学会大会学術講演梗概集(九州). A-2. 409-410 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 小浜芳朗・高田豊文・永井文枝: "保有水平体力を制約条件とした耐震壁の最適配置計画" 日本建築学会東海支部研究報告集. 第36号. 209-212 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 川口剛志・小浜芳朗・高田豊文: "ニューラルネットワークによる建築平面計画における最適化法" 日本建築学会東海支部研究報告集. 第36号. 525-528 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] A.Miyamura, Y.Kohama and T.Takada: "Minimum weight design of rigid frames subject to system reliability by genetic algorithm" Proc.of the 4th Int.conference on CST. Vol.A. 103-109 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 青木孝義・宮村篤典・葛川かおる: "人工知能工学を応用した空港旅客ターミナルビル計画試論" 芸術工学会誌. No.17. 68-72 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 青木孝義・宮村篤典・葛川かおる: "空港旅客ターミナルビルにおける施設設備の最適配置に関する研究" 日本建築学会大会学術講演梗概集(九州). E-1. 719-720 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Takada, Y.Kohama and A.Miyamura: "Study on optimal allocation of multi-story shear walls in 3D RC frames" Journal of Structural and Construction Engineering. No.522. (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Hisao, T., Kuzukawa, K., Aoki, T.and Miyamura, A.: "Optimal allocation of building facilities on branched linear path" Summaries of technical papers of annual meeting. AIJ, (preprint) E-1. (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] F.Nagai, Y.Kohama, A.Miyamura and T.Takada: "Effect of constraints on optimal shear wall allocation" AIJ Tokai Chapter Architectural Research Meeting. No.37. 217-220 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Y.Kohama, T.Takada and F.Nagai: "Application of the branch and bound method to allocation problem of shear walls in 3D RC frames" Proc.of Computational Engineering Conference. Vol.3, No.2. 667-670 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Takada, Y.Kohama, A.Miyamura and F.Nagai: "Optimal allocation of shear walls in RC frames under constraints of ultimate strength, Part 1. Formulation and optimality method" Summaries of Technical Papers of Annual Meeting AIJ. B-1. 381-382 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] F.Nagai, Y.Kohama, A.Miyamura and T.Takada: "Optimal allocation of shear walls in RC frames under constraints of ultimate strength, Part 2. Numerical examples and discussion on struc-tural properties" Summaries of Technical Papers of Annual Meeting AIJ. B-1. 383-384 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Kawaguchi, Y.Kohama, T.Takada and A.Miyamura: "Optimal space planning under fuzzy restrictive condition with sequential linear programming" Summaries of Technical Papers of Annual Meeting AIJ. A-2. 409-410 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] F.Nagai, Y.Kohama and T.Takada: "Optimality of shear wall allocation under constraints of ultimate strength" AIJ Tokai Chapter Architectural Research Meeting. No.36. 209-212 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Kawaguchi, Y.Kohama, T.Takada and A.Miyamura: "Optimal architectural planning by neural network" AIJ Tokai Chapter Architectural Research Meeting. No.36. 525-528 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] A.Miyamura, Y.Kohama and T.Takada: "Minimum weight design of rigid frames subject to system reliability by genetic algorithm" Proc.of the 4th Int.conference on CST. Vol.A. 103-109 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Kuzukawa K., Aoki T.and Miyamura A.: "Application of AI technology to terminal planning of air carrier airports" Design Research. No.17. 68-72 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Kuzukawa K., Aoki T.and Miyamura A.: "Optimal allocation of facilities at passenger-terminal building of airport" Summaries of technical papers of annual meeting, AIJ. E-1. 719-720 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Hisao T., Aoki T.and Miyamura A.: "Optimal allocation of building facilities on linear path" Summaries of technical papers of annual meeting, AIJ. E-1. 721-722 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Takada, Y.Kohama, A.Miyamura and F.Nagai: "Optimality of shear wall allocation under torsional response constraints, Part 1. Formulation and optimality method"" Summaries of Technical Papers of Annual Meeting AIJ. B-1. 413-414 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] F.Nagai, Y.Kohama, A.Miyamura and T.Takada: "Optimality of shear wall allocation under torsional response constraints, Part 2. Structural consideration of optimal allocation" Summaries of Technical Papers of Annual Meeting AIJ. B-1. 415-416 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] T.Kawaguchi, Y.Kohama and T.Takada: "Study on optimal space planning under fuzzy restrictive condition" Summaries of Technical Papers of Annual Meeting AIJ. A-2. 427-428 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Kohama, Y., Takada, T., Kozawa, N.and Miyamura A.: "Collapse analysis of rigid frame by genetic algorithm" Proc.of OPTI97. 193-202 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 青木孝義・宮村篤典・葛川かおる: "空港旅客ターミナルビルにおける施設設備の最適配置に関する研究" 日本建築学会大会学術講演梗概集(九州). E-1. 719-720 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 宮村篤典・青木孝義・久翁知巳: "直線状に並ぶ建築設備機器の最適配置計画の研究" 日本建築学会大会学術講演梗概集(九州). E-1. 721-722 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 小濱芳朗・宮村篤典・高田豊文・永井文枝: "保有水平耐力の制約条件を含むRC建物の最適壁配置計画" 日本建築学会大会学術講演梗概集(九州). B-1. 381-382 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 小濱芳朗・宮村篤典・高田豊文・永井文枝: "耐震壁の最適配置計画の最適配置に及ぼす制約条件の影響" 日本建築学会東海支部研究報告集. 第37号. 217-220 (1999)

    • Related Report
      1998 Annual Research Report
  • [Publications] 永井文枝・ 小浜芳朗・ 高田豊文: "保有水平耐力を制約条件とした耐震壁の最適配置計画" 日本建築学会東海支部研究報告集. 第36号. 209-212 (1998)

    • Related Report
      1997 Annual Research Report
  • [Publications] 川口剛志・ 小浜芳朗・ 高田豊文・ 宮村篤典: "ニューラルネットワークによる建築平面計画における最適化法" 日本建築学会東海支部研究報告集. 第36号. 525-528 (1998)

    • Related Report
      1997 Annual Research Report
  • [Publications] 川口剛志・ 小浜芳朗・ 高田豊文: "ファジイ制約下の平面計画の最適化法に関する基礎的研究(住宅の平面計画)" 日本建築学会大会学術講演梗概集. A-2. 727-428 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 高田豊文・ 小浜芳朗・ 宮村篤典・ 永井文枝: "ねじれ応答を制約条件とした耐震壁の最適配置計画(その1.壁配置問題の定式化と最適化手法)" 日本建築学会大会学術講演梗概集. B-1. 413-414 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 永井文枝・ 小浜芳朗・ 宮村篤典・ 高田豊文: "ねじれ応答を制約条件とした耐震壁の最適配置計画(その2.最適配置の力学的考察)" 日本建築学会大会学術講演梗概集. B-1. 415-416 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] Y.Kohama, T.Takada and A.Miyamura: "Collapse analysis of rigid frame by genetic algorithm" Proc.of OPTI97,Rome,Wessex Institue of Technology. 193-202 (1997)

    • Related Report
      1997 Annual Research Report

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Published: 1997-03-31   Modified: 2016-04-21  

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