Journal of Information System, Technology and Engineering
Vol. 1 No. 1 (2023): JISTE

The Application of Artificial Bee Colony Algorithm to Optimizing Vehicle Routes Problem

Yenny Anggreini Sarumaha (Universitas Cokroaminoto Yogyakarta)
Dede Ridho Firdaus (UIN Sultan Maulana Hasanuddin Banten)
Irwan Moridu (Universitas Muhammadiyah Luwuk)

Article Info

Publish Date
18 May 2023

Abstract

The problem of vehicle routing with capacity is a combinatorial optimization problem that is included in the NP-Hard category. In this article, we suggest an artificial bee colony algorithm, which is a technique inspired by the clever behavior of bees in searching for food sources. To achieve the best outcomes, the artificial bee colony algorithm will be developed in conjunction with other algorithms. To determine how well the artificial bee colony method handles the issue of optimizing vehicle routes with capacity, eight distinct benchmark problems will be completed and then contrasted with other algorithms. The output of this research is a matrix showing the sequence of vehicle routes formed.

Copyrights © 2023




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Journal Info
Journal of Information System, Technology and Engineering
Website

Abbrev

jiste

Publisher

Yayasan Gema Bina Nusantara

Subject

Computer Science & IT

Description

Journal of Information System, Technology and Engineering, with ISSN 2987-6117 (Online) published by Yayasan Gema Bina Nusantara is a journal that publishes Focus & Scope research articles, which include Information System, Information Technology, Engineering, Environmental Science and Natural ...