Compatibility themed solution of the vehicle routing problem on the heterogeneous fleet
Joint Authors
Source
The International Arab Journal of Information Technology
Issue
Vol. 19, Issue 5 (30 Sep. 2022), pp.774-784, 11 p.
Publisher
Zarqa University Deanship of Scientific Research
Publication Date
2022-09-30
Country of Publication
Jordan
No. of Pages
11
Main Subjects
Information Technology and Computer Science
Abstract EN
In this study, we discuss the solution to the vehicle routing problem for a heterogeneous fleet with a depot and a time window satisfied by meeting customer demands with various constraints.
A 3-stage hierarchical method consisting of transportation, routing, and linear correction steps is proposed for the solution.
In the first stage, customer demands have the shortest routing.
They were clustered using the annealing simulation algorithm and assigned vehicles of appropriate type and equipment.
In the second stage, a genetic algorithm was used to find the optimal solution that satisfies both the requirements of the transported goods and the customer requirements.
In the third stage, an attempt was made to increase the optimality by linear correction of the optimal solution found in the second stage.
The unique feature of the application is the variety of constraints addressed by the problem and the close proximity to real logistics practice.
American Psychological Association (APA)
Bilgin, Metin& Bulut, Nisanur. 2022. Compatibility themed solution of the vehicle routing problem on the heterogeneous fleet. The International Arab Journal of Information Technology،Vol. 19, no. 5, pp.774-784.
https://search.emarefa.net/detail/BIM-1437083
Modern Language Association (MLA)
Bilgin, Metin& Bulut, Nisanur. Compatibility themed solution of the vehicle routing problem on the heterogeneous fleet. The International Arab Journal of Information Technology Vol. 19, no. 5 (Sep. 2022), pp.774-784.
https://search.emarefa.net/detail/BIM-1437083
American Medical Association (AMA)
Bilgin, Metin& Bulut, Nisanur. Compatibility themed solution of the vehicle routing problem on the heterogeneous fleet. The International Arab Journal of Information Technology. 2022. Vol. 19, no. 5, pp.774-784.
https://search.emarefa.net/detail/BIM-1437083
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 783-784
Record ID
BIM-1437083