On the Computational Complexity of Spatio-Temporal Logics

Recently, a hierarchy of spatio-temporal languages based on the propositional temporal logic PTL and the spatial languages RCC-8, BRCC-8 and S4u has been introduced. Although a number of results on their computational properties were obtained, the most important questions were left open. In this paper, we solve these problems and provide a clear picture of the balance between expressiveness and ‘computational realisability’ within the hierarchy.

[1]  A. Tarski Der Aussagenkalkül und die Topologie , 1938 .

[2]  Emil L. Post A variant of a recursively unsolvable problem , 1946 .

[3]  Max J. Cresswell,et al.  A New Introduction to Modal Logic , 1998 .

[4]  Bowman L. Clarke,et al.  A calculus of individuals based on "connection" , 1981, Notre Dame J. Formal Log..

[5]  A. Prasad Sistla,et al.  The complexity of propositional linear temporal logics , 1982, STOC '82.

[6]  James F. Allen Maintaining knowledge about temporal intervals , 1983, CACM.

[7]  Kit Fine,et al.  Logics containing K4. Part I , 1974, Journal of Symbolic Logic.

[8]  Bowman L. Clarke,et al.  Individuals and points , 1985, Notre Dame J. Formal Log..

[9]  Bogdan S. Chlebus Domino-Tiling Games , 1986, J. Comput. Syst. Sci..

[10]  Anthony G. Cohn,et al.  A Spatial Logic based on Regions and Connection , 1992, KR.

[11]  Temporal Logic , 1994, Lecture Notes in Computer Science.

[12]  D. Gabbay,et al.  Temporal Logic Mathematical Foundations and Computational Aspects , 1994 .

[13]  Kai Zimmermann,et al.  Measuring without Measures: The Delta-Calculus , 1995, COSIT.

[14]  D. Peled,et al.  Temporal Logic: Mathematical Foundations and Computational Aspects, Volume 1 , 1995 .

[15]  Brandon Bennett,et al.  Modal Logics for Qualitative Spatial Reasoning , 1996, Log. J. IGPL.

[16]  Oliver Lemon,et al.  On the Incompleteness of Modal Logics of Space: Advancing Complete Modal Logics of Place , 1996, Advances in Modal Logic.

[17]  A. Chagrov,et al.  Modal Logic (Oxford Logic Guides, vol. 35) , 1997 .

[18]  Bernhard Nebel,et al.  Artificial intelligence: a computational perspective , 1997 .

[19]  Jochen Renz,et al.  On the Complexity of Qualitative Spatial Reasoning : A Maximal Tractable Fragment of RCC-8 , 1997 .

[20]  Eliseo Clementini,et al.  Qualitative Representation of Positional Information , 1997, Artif. Intell..

[21]  Gérard Ligozat,et al.  Reasoning about Cardinal Directions , 1998, J. Vis. Lang. Comput..

[22]  Stefan Schwendimann Aspects of Computational Logic , 1998 .

[23]  Bernhard Nebel,et al.  Spatial Reasoning with Topological Information , 1998, Spatial Cognition.

[24]  Philippe Muller,et al.  A Qualitative Theory of Motion Based on Spatio-Temporal Primitives , 1998, KR.

[25]  Bernhard Nebel,et al.  On the Complexity of Qualitative Spatial Reasoning: A Maximal Tractable Fragment of the Region Connection Calculus , 1999, Artif. Intell..

[26]  Antony Galton,et al.  Qualitative Outline Theory , 1999, IJCAI.

[27]  B Shehtman Valentin,et al.  “Everywhere” and “Here”. , 1999 .

[28]  Frank Wolter,et al.  Spatio-temporal representation and reasoning based on RCC-8 , 2000, International Conference on Principles of Knowledge Representation and Reasoning.

[29]  Frank Wolter,et al.  Spatial Reasoning in RCC-8 with Boolean Region Terms , 2000, ECAI.

[30]  F. Wolter,et al.  Fragments of first-order temporal logics , 2000 .

[31]  Frank Wolter,et al.  Decidable fragments of first-order modal logics , 2001, Journal of Symbolic Logic.

[32]  M. Egenhofer,et al.  Point-Set Topological Spatial Relations , 2001 .

[33]  Michael Fisher,et al.  Towards First-Order Temporal Resolution , 2001, KI/ÖGAI.

[34]  Frank Wolter,et al.  Monodic fragments of first-order temporal logics: 2000-2001 A.D , 2001, LPAR.

[35]  J. Benthem,et al.  Logical Patterns in Space , 2002 .

[36]  U. Hustadt,et al.  TRP + + : A temporal resolution prover ⋆ , 2002 .

[37]  Frank Wolter,et al.  Decidable and undecidable fragments of first-order branching temporal logics , 2002, Proceedings 17th Annual IEEE Symposium on Logic in Computer Science.

[38]  Jochen Renz,et al.  A Canonical Model of the Region Connection Calculus , 1997, J. Appl. Non Class. Logics.

[39]  Jean-François Condotta,et al.  Computational Complexity of Propositional Linear Temporal Logics Based on Qualitative Spatial or Temporal Reasoning , 2002, FroCoS.

[40]  F. Wolter,et al.  Qualitative spatiotemporal representation and reasoning: a computational perspective , 2003 .

[41]  Sebastian Bauer,et al.  Monodic fragments of first-order temporal logics , 2004 .

[42]  Carsten Lutz,et al.  Temporalising Tableaux , 2004, Stud Logica.

[43]  Richard Spencer-Smith,et al.  Modal Logic , 2007 .