Data log and constraint satisfaction with infinite templates

被引:29
作者
Bodirsky, Manuel [1 ]
Dalmau, Victor [2 ]
机构
[1] Ecole Polytech, CNRS LIX, F-91128 Palaiseau, France
[2] Univ Pompeu Fabra, Barcelona, Spain
基金
欧洲研究理事会;
关键词
Logic in computer science; Computational complexity; Constraint satisfaction; Datalog; Countably categorical structures; EXPRESSIVE POWER; COMPLEXITY;
D O I
10.1016/j.jcss.2012.05.012
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
On finite structures, there is a well-known connection between the expressive power of Data log, finite variable logics, the existential pebble game, and bounded hypertree duality. we study this connection for infinite structures. This has applications for constraint satisfaction with infinite templates. If the template Gamma is omega-categorical, we present various equivalent characterizations of those Gamma such that the constraint satisfaction problem (CSP) for Gamma can be solved by a Data log program. We also show that CSP(Gamma) can be solved in polynomial time for arbitrary omega-categorical structures Gamma if the input is restricted to instances of bounded treewidth. Finally, we characterize those omega-categorical templates whose CSP has Datalog width 1, and those whose CSP has strict Datalog width k. (C) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:79 / 100
页数:22
相关论文
共 50 条
  • [21] Algebraic Approach to Promise Constraint Satisfaction
    Bulin, Jakub
    Krokhin, Andrei
    Oprsal, Jakub
    PROCEEDINGS OF THE 51ST ANNUAL ACM SIGACT SYMPOSIUM ON THEORY OF COMPUTING (STOC '19), 2019, : 602 - 613
  • [22] Constraint satisfaction with bounded treewidth revisited
    Samer, Marko
    Szeider, Stefan
    JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 2010, 76 (02) : 103 - 114
  • [23] Tractability in constraint satisfaction problems: a survey
    Carbonnel, Clement
    Cooper, Martin C.
    CONSTRAINTS, 2016, 21 (02) : 115 - 144
  • [24] BINARISATION FOR VALUED CONSTRAINT SATISFACTION PROBLEMS
    Cohen, David A.
    Cooper, Martin C.
    Jeavons, Peter G.
    Krokhin, Andrei
    Powell, Robert
    Zivny, Stanislav
    SIAM JOURNAL ON DISCRETE MATHEMATICS, 2017, 31 (04) : 2279 - 2300
  • [25] A Complexity Dichotomy for Poset Constraint Satisfaction
    Kompatscher, Michael
    Trung Van Pham
    34TH SYMPOSIUM ON THEORETICAL ASPECTS OF COMPUTER SCIENCE (STACS 2017), 2017, 66
  • [26] Strong Subalgebras and the Constraint Satisfaction Problem
    Zhuk, Dmitriy
    JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING, 2021, 36 (4-5) : 455 - 504
  • [27] The complexity of constraint satisfaction games and QCSP
    Boerner, F.
    Bulatov, A.
    Chen, H.
    Jeavons, P.
    Krokhin, A.
    INFORMATION AND COMPUTATION, 2009, 207 (09) : 923 - 944
  • [28] CONSTRAINT SATISFACTION PARAMETERIZED BY SOLUTION SIZE
    Bulatov, Andrei A.
    Marx, Daniel
    SIAM JOURNAL ON COMPUTING, 2014, 43 (02) : 573 - 616
  • [29] The Complexity of Temporal Constraint Satisfaction Problems
    Bodirsky, Manuel
    Kara, Jan
    STOC'08: PROCEEDINGS OF THE 2008 ACM INTERNATIONAL SYMPOSIUM ON THEORY OF COMPUTING, 2008, : 29 - 38
  • [30] CONSTRAINT SATISFACTION - ALGORITHMS AND COMPLEXITY ANALYSIS
    HOWER, W
    INFORMATION PROCESSING LETTERS, 1995, 55 (03) : 171 - 178