A new generation of vehicle routing research: Robust algorithms, addressing uncertainty

被引:161
作者
Bertsimas, DJ
SimchiLevi, D
机构
[1] MIT,CTR OPERAT RES,CAMBRIDGE,MA 02139
[2] NORTHWESTERN UNIV,MCCORMICK SCH ENGN & APPL SCI,EVANSTON,IL 60208
关键词
D O I
10.1287/opre.44.2.286
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
In recent years new insights and algorithms have been obtained for the classical, deterministic vehicle routing problem as well as for natural stochastic and dynamic variations of it. These new developments are based on theoretical analysis, combine probabilistic and combinatorial modeling, and lead to new algorithms that produce near-optimal solutions, and a deeper understanding of uncertainty issues in vehicle routing. In this paper, we survey these new developments with an emphasis on the insights gained and on the algorithms proposed.
引用
收藏
页码:286 / 304
页数:19
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