Title :
Constraint-based qualitative simulation
Author :
Apt, Krzysztof R. ; Brand, Sebastian
Author_Institution :
Singapore Nat. Univ., Singapore
Abstract :
We consider qualitative simulation involving a finite set of qualitative relations in presence of complete knowledge about their interrelationship. We show how it can be naturally captured by means of constraints expressed in temporal logic and constraint satisfaction problems. The constraints relate at each stage the past of a simulation with its future. The benefit of this approach is that it readily leads to an implementation based on constraint technology that can be used to generate simulations and to answer queries about them.
Keywords :
common-sense reasoning; constraint theory; temporal logic; constraint satisfaction; constraint-based qualitative simulation; qualitative reasoning; simulations; temporal logic; Appropriate technology; Artificial intelligence; Differential equations; Discrete event simulation; Logic; Monitoring; Motion planning; Shape; Space technology;
Conference_Titel :
Temporal Representation and Reasoning, 2005. TIME 2005. 12th International Symposium on
Print_ISBN :
0-7695-2370-6
DOI :
10.1109/TIME.2005.19