Study on network reliability based carrier selection problem for stochastic logistics network

Yi-Kuei Lin, Cheng Ta Yeh

研究成果: Conference contribution同行評審

摘要

This paper focuses on determining the optimal carrier selection with maximal network reliability for a stochastic logistics network. In a logistics network, there are several carriers to serve on each route connecting two transfer stations. Each carrier owns multiple available capacities with a probability distribution because the carrier's capacity may be partially reserved by other orders. A carrier selection is to determine exact one carrier on each route, and the logistics network according to the carrier selection is thus a stochastic logistic network. The network reliability is defined as the probability that d units of commodity are successfully transmitted from a supplier to a customer. An optimization algorithm which integrates the genetic algorithm, minimal paths and the recursive sum of disjoint products is developed to solve this problem. The solution procedure is discussed by a practical logistics example of the LCD monitors delivery from Asia to Europe.

原文English
主出版物標題Proceedings - 16th ISSAT International Conference on Reliability and Quality in Design
頁面26-30
頁數5
出版狀態Published - 1 十二月 2010
事件16th ISSAT International Conference on Reliability and Quality in Design - Washington, DC, United States
持續時間: 5 八月 20107 八月 2010

出版系列

名字Proceedings - 16th ISSAT International Conference on Reliability and Quality in Design

Conference

Conference16th ISSAT International Conference on Reliability and Quality in Design
國家United States
城市Washington, DC
期間5/08/107/08/10

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