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AAAI 2002

A Method for Metric Temporal Reasoning

Conference Paper Actions and Temporal Reasoning Artificial Intelligence

Abstract

Several methods for temporal reasoning with metric time have been suggested—for instance, Horn Disjunctive Linear Relations (Horn DLRs). However, it has been noted that implementing this algorithm is non-trivial since it builds on fairly complicated polynomial-time algorithms for linear programming. Instead, an alternative approach which augments Allen’s interval algebra with a Simple Temporal Problem (STP) has been suggested (Condotta, 2000). In this paper, we present a new point-based approach STP∗ for reasoning about metric temporal constraints. STP∗ subsumes the tractable preconvex fragment of the augmented interval algebra and can be viewed as a slightly restricted version of Horn DLRs. We give an easily implementable algorithm for deciding satisfiability of STP∗ and demonstrate experimentally its efficiency. We also give a method for finding solutions to consistent STP∗ problem instances.

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Context

Venue
AAAI Conference on Artificial Intelligence
Archive span
1980-2026
Indexed papers
28718
Paper id
21474898384173158