Generic evolutionary framework for simulating business processes
Veng-Ian Chan; Yain-Whar Si
2011-12-23
Conference NameInternational Conference on u-Service and e-Service, Science and Technology (UNESST 2011)
Source PublicationU- and E-Service, Science and Technology
Volume264 CCIS
Pages31-41
Conference DateDEC 08-10, 2011
Conference PlaceJeju Island, SOUTH KOREA
Abstract

Business process simulation enables detail analysis of resource allocation strategies without actually deploying the processes. Although business process simulation has been widely researched in recent years, less attention has been devoted to automating the simulation of business processes with the help of evolutionary computation. In this research, we aim to implement a generic GA modeling framework which can be used to simulate different kinds of business processes. Specifically, optimum resource allocation scheme for the simulation can be effectively chosen by the evolution process of a genetic algorithm (GA). The proposed generic GA modeling framework is capable of automatically retrieving information regarding available resources, temporal constraints of the tasks, and process models from a given business process and can produce the best resource assignment scheme. © 2011 Springer-Verlag.

KeywordBusiness Process Color Petri Nets Genetic Algorithm Resource Allocation
DOI10.1007/978-3-642-27210-3_4
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaComputer Science
WOS SubjectComputer Science, Hardware & Architecture ; Computer Science, Theory & Methods
WOS IDWOS:000310547700004
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Cited Times [WOS]:0   [WOS Record]     [Related Records in WOS]
Document TypeConference paper
CollectionDEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
AffiliationFaculty of Science and Technology, University of Macau
First Author AffilicationFaculty of Science and Technology
Recommended Citation
GB/T 7714
Veng-Ian Chan,Yain-Whar Si. Generic evolutionary framework for simulating business processes[C],2011:31-41.
APA Veng-Ian Chan,&Yain-Whar Si.(2011).Generic evolutionary framework for simulating business processes.U- and E-Service, Science and Technology,264 CCIS,31-41.
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