Reasoning with disjunctive fuzzy temporal constraint networks

The disjunctive fuzzy temporal constraint network (DFTCN) model is a framework that allows reasoning with fuzzy qualitative and quantitative complex temporal constraints. However, its general complexity is exponential. In this work, we review methods that can reduce this complexity, based on graph topology and preprocessing. The final goal is to integrate all these methods into a general tool for temporal reasoning with DFTCN.

[1]  Roque Marín,et al.  Obtaining solutions in fuzzy constraint networks , 1997, Int. J. Approx. Reason..

[2]  Barbara Pernici,et al.  LaTeR: A General Purpose Manager of Temporal Information , 1994, ISMIS.

[3]  Witold Pedrycz,et al.  Handbook of fuzzy computation , 1998 .

[4]  Manolis Koubarakis,et al.  Backtracking algorithms for disjunctions of temporal constraints , 1998, Artif. Intell..

[5]  Ugo Montanari,et al.  Networks of constraints: Fundamental properties and applications to picture processing , 1974, Inf. Sci..

[6]  Shimon Even,et al.  Graph Algorithms , 1979 .

[7]  Rina Dechter,et al.  Processing Disjunctions in Temporal Constraint Networks , 1997, Artif. Intell..

[8]  Eddie Schwalb,et al.  Temporal Constraints: A Survey , 1998, Constraints.

[9]  Peter van Beek,et al.  A Theoretical Evaluation of Selected Backtracking Algorithms , 1995, IJCAI.

[10]  Rina Dechter,et al.  Network-based heuristics for constraint satisfaction problems , 1988 .

[11]  Rina Dechter,et al.  Uncovering Trees in Constraint Networks , 1996, Artif. Intell..

[12]  Roque Marín,et al.  Modeling the representation of time from a fuzzy perspective , 1994 .

[13]  Senén Barro,et al.  A model and a language for the fuzzy representation and handling of time , 1994 .

[14]  Alan K. Mackworth Consistency in Networks of Relations , 1977, Artif. Intell..

[15]  D. Senén Barro Ameneiro,et al.  An approach to fuzzy temporal reasoning in medicine , 1994 .

[16]  Rina Dechter,et al.  Enhancement Schemes for Constraint Processing: Backjumping, Learning, and Cutset Decomposition , 1990, Artif. Intell..

[17]  Didier Dubois,et al.  Possibility Theory - An Approach to Computerized Processing of Uncertainty , 1988 .

[18]  Edward P. K. Tsang,et al.  Foundations of constraint satisfaction , 1993, Computation in cognitive science.

[19]  Charles J. Colbourn,et al.  Steiner trees, partial 2-trees, and minimum IFI networks , 1983, Networks.

[20]  Rina Dechter,et al.  Coping With Disjunctions in Temporal Constraint Satisfaction Problems , 1993, AAAI.

[21]  Rina Dechter,et al.  Temporal Constraint Networks , 1989, Artif. Intell..

[22]  Lars Hildebrand,et al.  USING FUZZY LOGIC TO INCREASE THE PERFORMANCE OF FEM MODULES , 1994 .

[23]  Eugene C. Freuder A Sufficient Condition for Backtrack-Free Search , 1982, JACM.

[24]  Isabel Navarrete,et al.  Tree Decomposition of Disjunctive Fuzzy Temporal Constraint Networks , 2001 .