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Verification Techniques for Hybrid Systems based on Interval Constraint Programming and Deductive Reasoning

Research Project

Project/Area Number 25880008
Research Category

Grant-in-Aid for Research Activity Start-up

Allocation TypeSingle-year Grants
Research Field Software
Research InstitutionTokyo Institute of Technology

Principal Investigator

ISHII Daisuke  東京工業大学, 情報理工学(系)研究科, 助教 (00454025)

Project Period (FY) 2013-08-30 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2013: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywordsハイブリッドシステム / 制約プログラミング / 区間解析 / 探索・論理・推論アルゴリズム / 並列分散処理 / 国際研究者交流 / 並列計算 / 演繹的推論 / 国際研究者交流: フランス、スウェーデン
Outline of Final Research Achievements

We have developed techniques for verifying various properties (e.g., safety and stability) about hybrid systems that involve continuous and discrete behaviors, using interval constraint programming and deductive reasoning. Development of this research is based on the notion of constraints that integrates reliable numerical computation and symbolic computation (e.g., formula manipulation and temporal logic verification). We have built (i) a parallel interval constraint solver that handles efficiently nonlinear arithmetic constraints, and (ii) a verifier for hybrid systems based on the constraint solver. In the experiments, we have shown that several models, which are difficult to handle with existing tools, can be verified with our tools.

Report

(3 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Annual Research Report
  • Research Products

    (9 results)

All 2015 2014 Other

All Journal Article (2 results) (of which Peer Reviewed: 2 results) Presentation (7 results)

  • [Journal Article] A branch and prune algorithm for the computation of generalized aspects of parallel robots2014

    • Author(s)
      S. Caro, D. Chablat, A. Goldsztejn, D. Ishii, C. Jermann
    • Journal Title

      Artificial Intelligence

      Volume: 211 Pages: 34-50

    • DOI

      10.1016/j.artint.2014.02.001

    • Related Report
      2014 Annual Research Report 2013 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 非線形ハイブリッドシステムの可到達集合の精度保証2014

    • Author(s)
      石井大輔, 上田和紀
    • Journal Title

      計測と制御

      Volume: 53(12) Pages: 1086-1092

    • NAID

      130005626615

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Presentation] Scalable Parallel Numerical Constraint Solver Using Global Load Balancing2015

    • Author(s)
      D. Ishii, K. Yoshizoe, T. Suzumura
    • Organizer
      X10 Workshop
    • Place of Presentation
      アメリカ合衆国・ポートランド
    • Year and Date
      2015-06-14
    • Related Report
      2014 Annual Research Report
  • [Presentation] Monitoring Bounded LTL Properties Using Interval Analysis2015

    • Author(s)
      D. Ishii, N. Yonezaki, A. Goldsztejn
    • Organizer
      8th International Workshop on Numerical Software Verification (NSV)
    • Place of Presentation
      アメリカ合衆国・シアトル
    • Year and Date
      2015-04-13
    • Related Report
      2014 Annual Research Report
  • [Presentation] 区間解析を用いたハイブリッドシステムの統計的モデル検査2015

    • Author(s)
      石井大輔, 米崎直樹
    • Organizer
      電子情報通信学会 ソフトウェアサイエンス研究会
    • Place of Presentation
      鳥取
    • Year and Date
      2015-01-27
    • Related Report
      2014 Annual Research Report
  • [Presentation] Scalable Parallel Numerical CSP Solver2014

    • Author(s)
      D. Ishii, K. Yoshizoe, T. Suzumura
    • Organizer
      The 20th International Conference on Principles and Practice of Constraint Programming (CP)
    • Place of Presentation
      フランス・リヨン
    • Year and Date
      2014-09-11
    • Related Report
      2014 Annual Research Report
  • [Presentation] 平行体計算を用いた非線形ハイブリッドシステムのシミュレーション

    • Author(s)
      石井大輔, A. Goldsztejn
    • Organizer
      システム数理と応用研究会 (MSS)
    • Place of Presentation
      豊田中央研究所
    • Related Report
      2013 Annual Research Report
  • [Presentation] PGAS言語X10による数値制約充足問題ソルバーRealpaverの並列化

    • Author(s)
      石井大輔, 鈴村豊太郎
    • Organizer
      第141回ハイパフォーマンスコンピューティング研究発表会
    • Place of Presentation
      沖縄産業支援センター
    • Related Report
      2013 Annual Research Report
  • [Presentation] 最強事後条件の計算を用いたハイブリッドオートマトンの帰納的検証

    • Author(s)
      石井大輔, G. Melquiond, 中島 震
    • Organizer
      日本ソフトウェア科学会第30回大会
    • Place of Presentation
      東京大学
    • Related Report
      2013 Annual Research Report

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Published: 2013-09-12   Modified: 2019-07-29  

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