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Building a Distributed Knowledge Information System Based on Model Generation

Research Project

Project/Area Number 08458080
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionKYUSHU UNIVERSITY

Principal Investigator

HASEGAWA Ryuzo  Graduate School of Information Science and Electrical Engineering, KYUSHU UNIVERSITY,Professor, 大学院・システム情報科学研究科, 教授 (20274483)

Co-Investigator(Kenkyū-buntansha) KOSHIMURA Miyuki  Graduate School of Information Science and Electrical Engineering, KYUSHU UNIVER, 大学院・システム情報科学研究科, 助手 (30274492)
FUJITA Hiroshi  Graduate School of Information Science and Electrical Engineering, KYUSHU UNIVER, 大学院・システム情報科学研究科, 助教授 (70284552)
Project Period (FY) 1996 – 1998
Project Status Completed (Fiscal Year 1998)
Budget Amount *help
¥5,700,000 (Direct Cost: ¥5,700,000)
Fiscal Year 1998: ¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 1997: ¥2,700,000 (Direct Cost: ¥2,700,000)
Fiscal Year 1996: ¥2,200,000 (Direct Cost: ¥2,200,000)
KeywordsModel Generation / NHM Method / Folding-up Method / Java Language / OR-Parallelization / N-Sequential Method / Constraint Processing / Search Control / N逐次実行方式 / Folding-up機能 / 多重環境 / 項インデキシング / 並列探索 / Java / 異機種分散 / モデル生成 / 定理証明 / 弁別木プログラム / 並列処理 / 知識情報処理
Research Abstract

We have developed a parallel model-generation based theorem-proving system MGTP with novel techniques for efficient proof-search and successful applications.
We have also developed CMGTP (Constraint MGTP) to deal with constraint satisfaction problems. By attaining the constraint propagation with negative atoms, CMGTP makes it possible to reduce search spaces by orders of magnitude compared to the original MGTP.
To enhance the ability to prune search spaces, we have developed a new method called non-Horn magic sets (NHM) and incorporated its relevancy testing function into the folding-up (FU) method proposed by Letz. The NHM method suppresses useless model generation with clauses irrelevant to the goal. The FU method avoids generating duplicated subproofs after case-splitting. With these methods we can eliminate two major kinds of redundancies in model-generation based theorem provers.
An efficient parallel execution method is presented for parallel programs which create many tasks at runtime on parallel machines with N number of processing elements (PEs) available at any time. In this method, the number of tasks activated at the same time is limited to at most N, and the exceeding number of created tasks are suspended until they are allowed to be activated, thus being processed sequentially. We implemented the method for the parallel theorem proving system MGTP written in the concurrent programming language KL1 running on the parallel inference machine PIM/m (128PE) as well as the shared-memory parallel machine Cray SuperServer6400 (20PE). The results show remarkable reduction of communication overhead achieving significant speedup.
We have studied heuristic proof-search based on the genetic algorithm.

Report

(4 results)
  • 1998 Annual Research Report   Final Research Report Summary
  • 1997 Annual Research Report
  • 1996 Annual Research Report
  • Research Products

    (15 results)

All Other

All Publications (15 results)

  • [Publications] 長谷川.井上.太田.越村.: "上昇型定理証明の探索効果を高めるノンホーン・マジックセット" 情報処理学会論文誌. 38・3. 453-461 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 松本.越村.久保山.長谷川.: "MGTPにおけるケース分割の重複削除手法とその評価" 九州大学大学院システム情報科学研究科報告. 2・1. 75-80 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 太田.井上.長谷川.: "ノンホーン・マジックセット法と関連性テストの等価性" 情報処理学会論文誌. 38・10. 1894-1904 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 藤田.長谷川.: "Java言語によるモデル生成型定理証明系MGTPの実装" 九州大学大学院システム情報科学研究科報告. 3・1. 63-68 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 長谷川.藤田.中田,力.: "並列プログラムのN逐次実行方式とMGTPへの適用" 九州大学大学院システム情報科学研究科報告. 2・2. 241-246 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 白井.長谷川: "モデル生成型定理証明システムによる制約充足問題の解決とその並列化" 電子情報通信学会論文誌. J80 D-II 1. 224-236 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Ryuzo Hasegawa, Katsumi Inoue, Yoshihiko Ohta and Miyuki Koshimura: "Non-Horn Magic Sets to Incorporate Top-down Inference into Bottom-up Theorem Proving" In Proc.Intl.Conf.on Automated Deduction, Lecture Notes in Artificial Intelligence, Springer-Verlag. No.1249. 176-190 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Miyuki Koshimura, Takashi Matsumoto, Hiroshi Fujita and Ryuzo Hasegawa: "A Method to Eliminate Redundant Case-Splittings in MGTP" IJCAI-97 Workshop on Model Based Automated Reasonging. 73-84 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] YOSHIHIKO Ohta, Katsumi Inoue and Ryuzo Hasegawa: "On the Relationship between Non-Horn Magic Sets and Relevancy Testing" In Proc.Intl.Conf.on Automated Deduction, Lecture Notes in Artificial Intelligence, Springer-Verlag. No.1421. 333-348 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Ryuzo Hasegawa, Hiroshi Fujita and Miyuki Koshimura: " MGTP : A Parallel Theorem-Proving Sys-tem Based on Model Generation" In Proc.11th Intl.Conf.on Applications of Prolog. 34-41 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] Ryuzo Hasegawa, Hiroshi Fujita and Miyuki Koshimura: "MGTP : A Model Generation Theorem Prover-Its Advanced Features and Applications-" In Proc.Intl.Conf.Analytic Tableaux and Related Methods (Invited Talk), Lecture Notes in Artificial Interlligence, Springer-Verlag. No.1227. 1-15 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1998 Final Research Report Summary
  • [Publications] 藤田博,長谷川隆三: "Jara言語によるモデル生成型定理証明系MGTPの実装" 九州大学大学院システム情報科学研究科報告. 3・1. 63-68 (1998)

    • Related Report
      1998 Annual Research Report
  • [Publications] 長谷川隆三,藤田博: "制約問題を解くためのモデル生成型定理証明系の新実装法" 九州大学大学院システム情報科学研究科報告. 4・1(印刷中). (1999)

    • Related Report
      1998 Annual Research Report
  • [Publications] 長谷川隆三 藤田博 中田健浩 力規晃: "並列プログラムのN逐次実行方式とMGTPへの適用" 九州大学大学院システム情報科学研究科報告. 2・2. 241-246 (1997)

    • Related Report
      1997 Annual Research Report
  • [Publications] 藤田博 長谷川隆三: "Java言語によるモデル生成型定理証明系MGTPの実装" 九州大学大学院システム情報科学研究科報告. 3・1(印刷中). (1998)

    • Related Report
      1997 Annual Research Report

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Published: 1996-04-01   Modified: 2016-04-21  

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