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2018 | OriginalPaper | Buchkapitel

Alternative Fuzzy Approaches for Efficiently Solving the Capacitated Vehicle Routing Problem in Conditions of Uncertain Demands

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Abstract

This paper deals with the analysis of fuzzy models and fuzzy approaches for efficiently solving transportation and vehicle routing problems (VRP) with constrains on vehicle’s capacity. Authors focused their research on VRP for marine bunkering tankers and planning and optimisation of tanker’s routes in conditions of uncertain fuel demands at nodes. Triangular fuzzy numbers are proposed for modelling uncertain demands and the optimization problem is considered as multi-criteria problem with (a) minimizing total length of planned routes, (b) satisfying all orders at nodes (ships, ports), (c) maximizing total sales volume of unloaded fuel, (d) minimizing fleet size. Two alternative fuzzy approaches for efficiently solving such marine VRP are discussed. The first alternative deals with the development of a multi-stage iterative heuristic procedure and the second alternative concerns the development of a fuzzy decision-making system for the current evaluation of satisfaction values for uncertain order realizations.

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Metadaten
Titel
Alternative Fuzzy Approaches for Efficiently Solving the Capacitated Vehicle Routing Problem in Conditions of Uncertain Demands
verfasst von
Brigitte Werners
Yuriy Kondratenko
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-69989-9_31