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.

Arc routing under uncertainty: Introduction and literature review

Annarita De Maio;Demetrio Laganà;Roberto Musmanno;Francesca Vocaturo
2021-01-01

Abstract

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.
2021
Arc routing problem, Stochastic program with recourse, Chance-constrained program, Robust optimization
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.11770/323362
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