A Language and Environment for Analysis of Dynamics by SimulaTiOn

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Abstract

This article presents the language and software environment LEADSTO that has been developed to model and simulate dynamic processes in terms of both qualitative and quantitative concepts. The LEADSTO language is a declarative order-sorted temporal language, extended with quantitative notions like integer and real. Dynamic processes can be modelled in LEADSTO by specifying the direct temporal dependencies between state properties in successive states. Based on the LEADSTO language, a software environment was developed that performs simulations of LEADSTO specifications, generates data-files containing traces of simulation for further analysis, and constructs visual representations of traces. The approach proved its worth in a number of research projects in different domains. © World Scientific Publishing Company.
Original languageEnglish
Pages (from-to)435-464
JournalInternational Journal on Artificial Intelligence Tools
Volume16
Issue number3
DOIs
Publication statusPublished - 2007

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IJAIT-07

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title = "A Language and Environment for Analysis of Dynamics by SimulaTiOn",
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author = "T. Bosse and C.M. Jonker and {van der Meij}, L. and J. Treur",
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A Language and Environment for Analysis of Dynamics by SimulaTiOn. / Bosse, T.; Jonker, C.M.; van der Meij, L.; Treur, J.

In: International Journal on Artificial Intelligence Tools, Vol. 16, No. 3, 2007, p. 435-464.

Research output: Contribution to JournalArticleAcademicpeer-review

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AB - This article presents the language and software environment LEADSTO that has been developed to model and simulate dynamic processes in terms of both qualitative and quantitative concepts. The LEADSTO language is a declarative order-sorted temporal language, extended with quantitative notions like integer and real. Dynamic processes can be modelled in LEADSTO by specifying the direct temporal dependencies between state properties in successive states. Based on the LEADSTO language, a software environment was developed that performs simulations of LEADSTO specifications, generates data-files containing traces of simulation for further analysis, and constructs visual representations of traces. The approach proved its worth in a number of research projects in different domains. © World Scientific Publishing Company.

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