Robust Shortest Path Problems with Two Uncertain Multiplicative Cost Coefficients

被引:21
作者
Kwon, Changhyun [1 ]
Lee, Taehan [2 ]
Berglund, Paul [3 ]
机构
[1] SUNY Buffalo, Dept Ind & Syst Engn, Buffalo, NY 14260 USA
[2] Chonbuk Natl Univ, Dept Ind & Informat Syst Engn, Jeonju, South Korea
[3] Norfolk Southern Corp, Atalanta, GA USA
基金
美国国家科学基金会;
关键词
robust shortest path; budgeted uncertainty; hazardous materials transportation; HAZARDOUS MATERIALS; NETWORK; TRANSPORTATION; OPTIMIZATION; TRUCK; FLOW;
D O I
10.1002/nav.21540
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We consider a robust shortest path problem when the cost coefficient is the product of two uncertain factors. We first show that the robust problem can be solved in polynomial time by a dual-variable enumeration with shortest path problems as subproblems. We also propose a path enumeration approach using a K -shortest paths finding algorithm that may be efficient in many real cases. An application in hazardous materials transportation is discussed, and the solution methods are illustrated by numerical examples. (c) 2013 Wiley Periodicals, Inc. Naval Research Logistics, 2013
引用
收藏
页码:375 / 394
页数:20
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