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Erschienen in: Wireless Personal Communications 2/2022

16.06.2022

Minimization of Sustainable-Cost Using Tabu Search for Single Depot Heterogeneous Vehicle Routing Problem with Time Windows

verfasst von: G. Niranjani, K. Umamaheswari

Erschienen in: Wireless Personal Communications | Ausgabe 2/2022

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Abstract

Sustainable development is embraced by many groups for economic growth, environmental preservation, and social equality. This work presents a Tabu Search approach for minimising Sustainable-cost in the Single Depot Vehicle Routing Problem with Time Windows (VRPTW) with a heterogeneous fleet of vehicles. Tabu Search was given five greedy heuristic algorithms such as SAVING, SWEEP, NNH-1, NNH-2, and CIH, a random algorithm, and its sustainable variations as initial input. The algorithms were tested on the benchmark datasets of Solomon, Gehring, and Homberger, as well as a randomly generated dataset. Various computational analyses performed using Relative Percentage Deviation and Kruskal Wallis-H test indicates that the Tabu search algorithm tries to minimize the sustainable cost obtained from these initial solutions. TS-S-SAVING relatively and consistently outperforms in terms of the different performance measures considered in this study by attaining an efficiency of 96.55% for the benchmark dataset and 100% for the instance generated datasets.

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Metadaten
Titel
Minimization of Sustainable-Cost Using Tabu Search for Single Depot Heterogeneous Vehicle Routing Problem with Time Windows
verfasst von
G. Niranjani
K. Umamaheswari
Publikationsdatum
16.06.2022
Verlag
Springer US
Erschienen in
Wireless Personal Communications / Ausgabe 2/2022
Print ISSN: 0929-6212
Elektronische ISSN: 1572-834X
DOI
https://doi.org/10.1007/s11277-022-09802-y

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