A New Hybrid Butterfly Optimization Algorithm for Green Vehicle Routing Problem
Joint Authors
Utama, Dana Marsetiya
Widodo, Dian Setiya
Ibrahim, Muhammad Faisal
Dewi, Shanty Kusuma
Source
Journal of Advanced Transportation
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-14, 14 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-12-22
Country of Publication
Egypt
No. of Pages
14
Main Subjects
Abstract EN
In the industrial sector, transportation plays an essential role in distribution.
This activity impacts climate change and global warming.
One of the critical problems in distribution is the green vehicle routing problem (G-VRP).
This study focuses on G-VRP for a single distribution center.
The objective function is to minimize the distribution costs by considering fuel costs, carbon costs, and vehicle use costs.
This research aims to develop the hybrid butterfly optimization algorithm (HBOA) to minimize the distribution costs on G-VRP.
It was inspired by the butterfly optimization algorithm (BOA), which was by combining the tabu search (TS) algorithm and local search swap and flip strategies.
BOA is a new metaheuristic algorithm that has been successfully applied in various engineering fields.
Experiments were carried out to test the parameters of the proposed algorithm and vary the speed of vehicles.
The proposed algorithm was also compared with several procedures of prior study.
The experimental results proved that the HBOA could minimize the total distribution cost compared to other algorithms.
Moreover, the computation time is also included in the analysis.
American Psychological Association (APA)
Utama, Dana Marsetiya& Widodo, Dian Setiya& Ibrahim, Muhammad Faisal& Dewi, Shanty Kusuma. 2020. A New Hybrid Butterfly Optimization Algorithm for Green Vehicle Routing Problem. Journal of Advanced Transportation،Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1176349
Modern Language Association (MLA)
Utama, Dana Marsetiya…[et al.]. A New Hybrid Butterfly Optimization Algorithm for Green Vehicle Routing Problem. Journal of Advanced Transportation No. 2020 (2020), pp.1-14.
https://search.emarefa.net/detail/BIM-1176349
American Medical Association (AMA)
Utama, Dana Marsetiya& Widodo, Dian Setiya& Ibrahim, Muhammad Faisal& Dewi, Shanty Kusuma. A New Hybrid Butterfly Optimization Algorithm for Green Vehicle Routing Problem. Journal of Advanced Transportation. 2020. Vol. 2020, no. 2020, pp.1-14.
https://search.emarefa.net/detail/BIM-1176349
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1176349