A Multi-objective, simulation-based optimization framework for supply chains with premium freights
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- 作者：Mualla Gonca Avci ; gonca.yunusoglu@deu.edu.tr" class="auth_mail" title="E-mail the corresponding author ; Hasan Selim hasan.selim@deu.edu.tr" class="auth_mail" title="E-mail the corresponding author
- 关键词：Simulation-based optimization ; Differential evolution ; NSGA-II ; Inventory management
- 刊名：Expert Systems with Applications
- 出版年：2017
- 出版时间：January 2017
- 年：2017
- 卷：67
- 期：Complete
- 页码：95-106
- 全文大小：1971 K
文摘
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A simulation-based optimization framework is developed for inventory optimization.
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A decomposition-based multi-objective differential evolution algorithm is developed.
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The proposed framework is implemented to a multi-national automotive supply chain.
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The framework yields better results than NSGA-II and the current operating condition.