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A generic agent-based dynamic process simulation framework: A self-adaptive modelling approach

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dc.citedby2
dc.contributor.authorLoo Y.L.en_US
dc.contributor.authorTang A.Y.C.en_US
dc.contributor.authorAhmad A.en_US
dc.contributor.authorMustapha A.en_US
dc.contributor.authorid57188931634en_US
dc.contributor.authorid36806985400en_US
dc.contributor.authorid55390963300en_US
dc.contributor.authorid57200530694en_US
dc.date.accessioned2023-05-29T06:39:25Z
dc.date.available2023-05-29T06:39:25Z
dc.date.issued2017
dc.description.abstractAgent-based simulation (ABS) modelling had been a prevalent approach in simulating dynamic processes for a variety of domains. However, the constructed models are usually domain-specific in nature. The proprietary issue of existing modelling approaches limit the possibilities of reusing those constructed models in other application domains. Such limitation also poses issues in model extensibility and customization. Thus, this paper presents a generic ABS framework with self-adaptive modelling approach to address the aforesaid limitations. In the ABS framework, self-adaptive modelling architecture supports construction and re-construction of models autonomously. Simulations were conducted for a few dynamic processes derived from two case studies of New Student Registration and Crime Investigation. Simulation results show that different ABS models were successfully developed, extended and customized by the self-adaptive modelling component in the framework. � 2005 - 2017 JATIT & LLS. All rights reserved.en_US
dc.description.natureFinalen_US
dc.identifier.epage351
dc.identifier.issue2
dc.identifier.scopus2-s2.0-85011684965
dc.identifier.spage340
dc.identifier.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85011684965&partnerID=40&md5=655af4ec3693b9931bfe233221dd1835
dc.identifier.urihttps://irepository.uniten.edu.my/handle/123456789/23315
dc.identifier.volume95
dc.publisherAsian Research Publishing Networken_US
dc.sourceScopus
dc.sourcetitleJournal of Theoretical and Applied Information Technology
dc.titleA generic agent-based dynamic process simulation framework: A self-adaptive modelling approachen_US
dc.typeArticleen_US
dspace.entity.typePublication
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