Heuristic approach for robust counterpart open capacitated vehicle routing problem with time windows

Yuliza, E. and Puspita, F.M. and Supadi, Siti Suzlin (2021) Heuristic approach for robust counterpart open capacitated vehicle routing problem with time windows. Science and Technology Indonesia, 6 (2). pp. 53-57. ISSN 25804405, DOI https://doi.org/10.26554/STI.2021.6.2.53-57.

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Abstract

Garbage is one of the environmental problems. The process of transporting garbage sometimes occurs delays such as congestion and engine failure. Robust optimization model called a robust counterpart open capacitated vehicle routing problem (RCOCVRP) with time windows was formulated to get over this delays. This model has formulated with the limitation of vehicle capacity and time windows with an uncertainty of waste volume and travel time. The RCOCVRP model with time windows is solved by a heuristic approach. The heuristic approach used to solve the RCOCVRP model with time windows uses the nearest neighbor and the cheapest insertion heuristic algorithm. The RCOCVRP with time windows model is implemented on the problem of transporting waste in Sako sub-district. The solutions of these two heuristic approaches are compared and analyzed. The RCOCVRP model with time windows to optimize the route problems of waste transport vehicles that is solved using the cheapest insertion heuristics algorithm is more effective than the nearest neighbor method. © 2021 The Authors.

Item Type: Article
Funders: UNSPECIFIED
Uncontrolled Keywords: Cheapest Insertion Heuristic Algorithm; Counterpart Open Capacitated Vehicle Routing Problem; Nearest Neighbour Algorithm; Optimization Robust; Time Windows
Subjects: Q Science > Q Science (General)
Q Science > QA Mathematics
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Divisions: Faculty of Science
Faculty of Science > Institute of Mathematical Sciences
Depositing User: Ms Zaharah Ramly
Date Deposited: 27 Nov 2023 04:07
Last Modified: 29 Nov 2023 03:39
URI: http://eprints.um.edu.my/id/eprint/35712

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