AN IMPROVEMENT METHOD FOR THE WORKFLOW MANAGEMENT SYSTEMS BASED ON THE REALLOCATION OF FLOWS USING THE GENETIC PROGRAMMING AND ITS APPLICATIONS
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概要
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This paper deals with an improvement method for the Workflow Management Systems (WMSs) based on the reallocation of flows using the Genetic Programming (GP) and its applications Current WMSs are usually used in a static manner and WMSs are designed based on conventional experiences It is also necessary to modify the system by observing the failed tasks We propose a method for the improvement and reconfiguration of WMSs based on the GP It is expected that the scheme of approximation of chaotic dynamics by using the GP is extended to the WMS design In our method, each activity on WMSs is assumed to be a function having several inputs, and the combination of these functions and sequences of the functions are improved by using the GP. Links combining nodes are assumed to be flows in networks The syntactical validity of the individuals are checked by using a kind of counter for the parse tree obtained in the prefix representation If the validity is not satisfied, the individual is removed from the pool of individuals In the improvement, the evaluation function is composed of the the completion of underlying objectives as well as conventional measures such as costs and waiting time We apply the crossover operations to the individuals possessing relatively higher fitness in the reproduction phase The mutation operation is utilized especially to determine the configuration of split operations by reintroducing some diversity By using the result of simulation, sequences of database access obtained by the flows in WMSs are examined whether they included at least the control sequence imposed on the underlying WMS realization The method is applied to the improved design of WMSs and the extension to the hierarchical system design
- 社団法人日本オペレーションズ・リサーチ学会の論文
著者
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Tokinaga S
Kyushu Univ.
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Tokinaga Shozo
Kyushu University
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TOMINAGA MAKOTO
Department of Laboratory Medicine, Yamagata University School of Medicine
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Tominaga Makoto
Kyushu University
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Tominaga M
Kyushu University
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Tokinaga Shozo
Kyushu Univ. Fukuoka‐shi Jpn
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