Arc routing under uncertainty: Introduction and literature review

被引:19
作者
De Maio, Annarita [1 ]
Lagana, Demetrio [1 ]
Musmanno, Roberto [1 ]
Vocaturo, Francesca [2 ]
机构
[1] Univ Calabria, Dept Mech Energy & Management Engn, I-87036 Arcavacata Di Rende, CS, Italy
[2] Univ Calabria, Dept Econ Stat & Finance Giovanni Anania, I-87036 Arcavacata Di Rende, CS, Italy
关键词
Arc routing problem; Stochastic program with recourse; Chance-constrained program; Robust optimization; EVOLUTIONARY ALGORITHMS; NEIGHBORHOOD SEARCH; CHANCE CONSTRAINTS; POSTMAN PROBLEM; OPTIMIZATION; BRANCH; PRICE; APPROXIMATIONS; TRANSFORMATION; OPERATIONS;
D O I
10.1016/j.cor.2021.105442
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This article provides a summary of the scientific literature on arc routing problems under uncertainty. Uncertainty is involved in any problem-solving situation where information is incomplete, fragmentary, not readily available, not fully exploitable, or deficient in some other way. Here, we deal with different types of uncertainty and also refer to vagueness that arises in fuzzy environments. The article prevalently focuses on problems represented as stochastic programs or robust optimization models for which the basic concepts are illustrated. In addition, other paradigms are discussed, like the ones dealing with uncertain aspects in dynamic domains. The main solution methods for these uncertain problems are presented. The article also provides an overview of the different applications within the area of interest.
引用
收藏
页数:14
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