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Semantics and Proof Procedure for Abductive Logic Programming

Research Project

Project/Area Number 06452404
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Intelligent informatics
Research InstitutionOkayama University

Principal Investigator

YAMASAKI Susumu  Okayama University, Info.Tech.Dept., Professor, 工学部, 教授 (10026354)

Project Period (FY) 1994 – 1996
Project Status Completed (Fiscal Year 1996)
Budget Amount *help
¥3,200,000 (Direct Cost: ¥3,200,000)
Fiscal Year 1996: ¥1,500,000 (Direct Cost: ¥1,500,000)
Fiscal Year 1995: ¥700,000 (Direct Cost: ¥700,000)
Fiscal Year 1994: ¥1,000,000 (Direct Cost: ¥1,000,000)
KeywordsLogic program / Two-valued stable model / Three-valued stable model / negation as failure / SLDNF resolution / abductive proof procedure / abduction framework / semantics / アブダクション手続き / 3値論理 / 一般論理プログラム / アブダクション枠組の制約条件 / アブダクション / 拡張論理プログラム / 矛盾による否定 / 古典的否定 / 非単調推論
Research Abstract

Semantics of general logic programs may be defined by both 2-valued stable and 3-valued stable models, while SLDNF resolution (SLD resolution with negation as failure) is adopted as a procedure for the completion of general logic programs. When SLDNF resolution was well-organized as a basis of abductive proof procedure (Eshghi and Kowalski procedure), it was firstly examined whether the procedure is sound with respect to 2-valued stable model. However, it has been proved to be sound with respect to-3-valued stable model (Dung, 1991).
This research project is concerned with a generalization of negation as failure to be made use of for an abductive proof procedure, and an abduction framework in 3-valued logtic, a generalization of Eshghi and Kowalski framework.
When applying negation as failure, we usually take a safe ruls :
*(]SY.reverse left half-bracket.[)A suceeds if * A finitely fails, and
*(]SY.reverse left half-bracket.[)A finitely fails if * A succeeds,
where A is a ground atom. To ge … More t non-ground abducibles, we rather take Shepherdson's rule (a non-safe rule) :
*(]SY.reverse left half-bracket.[)Arheta succeeds if * Arheta finitely fails for some substitution rheta, and
*(]SY.reverse left half-bracket.[)A finitely fails if * A succeeds with the empty substitution,
for an abductive proof procedure. Soundness of a refined abductive proof procedure is proven with respect to a general 3-valued stable model, which is defined over a domain containing variables.
As another aspect, we have an abduction framework in 3-valued logic, where an integrity constraint is organized so that it may induce a generalized abductive proof procedure, which involves an adjustment to deal with any proposition to be neither an abducible nor derived from the theory and the abducibles. The integrity constraint is proved to be in a close relationship with a 3-valued stable model.
This reoport comprises these two aspects in three parts :
(1) Semantics for logic programs.
(2) Refinements of SLDNF resolution.
(3) Generalizations of abductive procedures and abduction framework. Less

Report

(4 results)
  • 1996 Annual Research Report   Final Research Report Summary
  • 1995 Annual Research Report
  • 1994 Annual Research Report
  • Research Products

    (27 results)

All Other

All Publications (27 results)

  • [Publications] S.Yamasaki and K.Iida: "Transformation of logic programs to FP programs based on data flows" J.of Symbolic Computation. 18,2. 157-182 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 西井・山崎: "一般論理プログラムに対する安全でないSLDNF導出と最小不動点意味論" 人工知能学会誌. 10,2. 262-270 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 定立・山崎: "矛盾による否定と二重否定問題" 人工知能学会誌. 10,6. 953-961 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] S.Yamasaki: "SLDNF nesolution with non-safe rule and fixpoint semautics for general logic programs" Theoretical Computer Scienee. 160. 283-303 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] S.Yamasaki: "An abstraction of fixpoint semautics for normal logic programs" IEICE Trans.on Information and Systems. E79-D,3. 196-208 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] S.Yamasaki: "Seguence domains and fixpoint semautics for logic psograms" IEICE Trans.on Information and Systems. E79-D,6. 840-854 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] S.Yamasaki and N.Ishil: "General stable model semantics and SLDNF resolution with non-safe rule for abduction" J.of Japanese Society for Artificial Iutelligence. 12,2. 245-257

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 川田・山崎: "状況理論に基づくプランニング争点解消手法" 人工知能学会誌. 12,3(予定). (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] S.Yamasaki et al.: "Transformation of logic programs to FP programs based on dataflows" J.of Symbolic Computation. 18,26. (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Y.Nishii et al.: "Non-sale SLDNF resolution and least fixpoint semantics of general logic programs" J.of Japanese Society for AI. 10,9. (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] W.Adachi et al.: "Negation as inconsistency and double negation law problem" J.of Japanese Society for AI.10,6. 9 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] S.Yamasaki: "Control problem of a class of pushdown automata based on posets and its application to resolution deductions" IEICE Trans.on Infor.Syst.E78-D. 10 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] S.Yamasaki: "SLDNF resolution with non-safe rule and fixpoint semantics for general logic programs" Theoretical Computer Science. 160. 21 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] S.Yamasaki: "An abstraction of fixpoint semantics for normal logic programs" IEICE Trans.on Infor.Syst.E79-D. 13 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] S.Yamasaki: "Sequence domains and fixpoint semantics for logic programs" IEICE Trans.on Infor.Syst.E79-D. 15 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] S.Yamasaki et al.: "General stable model semantics and SLDNF resolution with non-safe rule for abduction." J.of Japanese Society for AI. 12. 13 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] A.Kawada et al.: "Dissolution of points in dispute based on situation theory planning" J.of Japanese Society for AI. 12. 10 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] S.Yamasaki: "SLDNF resolution with non-safe rule and fixpoint semontics for general logic programs" Theoretical Computer Science. Vol.160. 283-303 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] S.Yamasaki: "An abstraction of fixpoint semautics for normal logic program" IEICE Trons on Information and Systems. Vol.E79-D. 196-208 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] S.Yamasaki: "Segnence domains and fixpoint semantics for logic programs" IEICE Trans on Information and Systems. Vol.E79-D. 840-854 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] S.Yamasaki and N.Ishiba: "General stable model semantics and SLDNF resolution with non-safe rule for abduction" J.of Japanese Society for Artifical Intelligeme. Vol.12No.3 (予定). (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] 川田・山崎: "状況理論に基づくプランニング争点解消手法" 人工知能学会誌. 12巻3号(予定). (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] S Yamasaki and K Iida: "Transformation of logic programs to FP programs based on dataflows" J.of Symbolic Computation. 18. 157-182 (1994)

    • Related Report
      1996 Annual Research Report
  • [Publications] 西井,山崎: "一般論理プログラムに対する安全でないSLDNF導出と最小不動点意味論" 人工知能学会誌. 10(予定). (1995)

    • Related Report
      1996 Annual Research Report
  • [Publications] S.Yamasaki and K Iida: "Transformation of logic programs to FP programs based on dataflows" Journal of Symbolic Computation. 18. 157-182 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 西井,山崎: "一般論理プログラムに対する安全でないSLDNF導出と最小不動点意味論" 人工知能学会誌. 10. 予定 (1995)

    • Related Report
      1994 Annual Research Report
  • [Publications] 足立,山崎: "矛盾による否定と二重否定問題" 人工知能学会誌. 10(予定). (1995)

    • Related Report
      1994 Annual Research Report

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Published: 1994-04-01   Modified: 2016-04-21  

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