Title :
Specification and Verification of Dynamics in Cognitive Agent Models
Author :
Bosse, Tibor ; Jonker, Catholijn M. ; van der Meij, L. ; Sharpanskykh, Alexei ; Treur, Jan
Author_Institution :
Dept. of Artificial Intell., Vrije Univ. Amsterdam, Amsterdam
Abstract :
Within many domains, among which biological and cognitive areas, multiple interacting processes occur among agents with dynamics that are hard to handle. Current approaches to analyse the dynamics of such processes, often based on differential equations, are not always successful. As an alternative to differential equations, this paper presents the predicate logical temporal trace language (TTL) for the formal specification and analysis of dynamic properties. This language supports the specification of both qualitative and quantitative aspects, and therefore subsumes specification languages based on differential equations. A software environment has been developed for TTL, that supports editing TTL properties and enables the formal verification of properties against a set of traces. The TTL environment proved its value in a number of projects within different domains.
Keywords :
difference equations; formal specification; formal verification; multi-agent systems; programming environments; specification languages; cognitive agent model dynamics; differential equations; formal specification; multiple interacting processes; specification languages; temporal trace language; Analytical models; Artificial intelligence; Biological system modeling; Cognition; Cognitive science; Differential equations; Formal specifications; Formal verification; Logic; Specification languages;
Conference_Titel :
Intelligent Agent Technology, 2006. IAT '06. IEEE/WIC/ACM International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
0-7695-2748-5
DOI :
10.1109/IAT.2006.112