Integrated production and delivery with single machine and multiple vehicles
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- 作者：Kai Lia ; b ; hfutlk@139.com" class="auth_mail" title="E-mail the corresponding author ; Chao Zhoua ; 571366626@qq.com" class="auth_mail" title="E-mail the corresponding author ; Joseph Y-T. Leung ; a ; b ; c ; leung@njit.edu" class="auth_mail" title="E-mail the corresponding author ; leung5of6@gmail.com" class="auth_mail" title="E-mail the corresponding author ; leung@oak.njit.edu" class="auth_mail" title="E-mail the corresponding author ; Ying Maa ; b ; 529868690@qq.com" class="auth_mail" title="E-mail the corresponding author
- 关键词：Production&ndash ; distribution scheduling ; Vehicle routing ; Pareto optimization ; PD-NSGA-II algorithm
- 刊名：Expert Systems with Applications
- 出版年：2016
- 出版时间：15 September 2016
- 年：2016
- 卷：57
- 期：Complete
- 页码：12-20
- 全文大小：668 K
文摘
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We consider multi-objective scheduling with a single machine and multiple vehicles.
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The goal is to minimize vehicle delivery and total customer waiting time.
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We propose a PD-NSGA-II algorithm for this NP-hard problem.
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The performance of the algorithm is tested through random data.
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It is shown that the algorithm can offer high-quality solutions in reasonable time.