The Research on the Optimal Control Strategy of a Serial Supply Chain Based on GA

Determination of optimal control strategy is one of the key factors for a successful supply chain management. This paper focuses on the research of an inventory control strategy of a serial supply chain. First, it proposes an optimization model of an inventory control that is based on the combinatio...

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Published inAdvances in Natural Computation pp. 657 - 665
Main Authors Huang, Min, Ding, Jianqin, Ip, W. H., Yung, K. L., Liu, Zhonghua, Wang, Xingwei
Format Book Chapter
LanguageEnglish
Published Berlin, Heidelberg Springer Berlin Heidelberg 2006
SeriesLecture Notes in Computer Science
Subjects
genetic algorithm
inventory control
pull control
push control
Supply chain management (SCM)
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Abstract Determination of optimal control strategy is one of the key factors for a successful supply chain management. This paper focuses on the research of an inventory control strategy of a serial supply chain. First, it proposes an optimization model of an inventory control that is based on the combination of a nonlinear integer programming model and the generally used push/pull control model. Then, the optimal control strategy is ratified by the fusion of genetic algorithm and simulation analysis. Case studies have demonstrated the effectiveness of the method.
AbstractList Determination of optimal control strategy is one of the key factors for a successful supply chain management. This paper focuses on the research of an inventory control strategy of a serial supply chain. First, it proposes an optimization model of an inventory control that is based on the combination of a nonlinear integer programming model and the generally used push/pull control model. Then, the optimal control strategy is ratified by the fusion of genetic algorithm and simulation analysis. Case studies have demonstrated the effectiveness of the method.
Author Ding, Jianqin
Yung, K. L.
Wang, Xingwei
Huang, Min
Liu, Zhonghua
Ip, W. H.
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DOI 10.1007/11881070_90
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Wu, Feng
Gao, Xin-bo
Jiao, Licheng
Liu, Jing
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Snippet Determination of optimal control strategy is one of the key factors for a successful supply chain management. This paper focuses on the research of an...
SourceID springer
SourceType Publisher
StartPage 657
SubjectTerms genetic algorithm
inventory control
pull control
push control
Supply chain management (SCM)
Title The Research on the Optimal Control Strategy of a Serial Supply Chain Based on GA
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