Jurnal Teknologi dan Manajemen
Vol 4, No 1 (2023): January

Pencarian Rute Terpendek Tim Promosi Kampus dengan Menggunakan Algoritma Genetik

Isnaini Muhandhis (Universitas Wijaya Putra)
M Shubhan (Universitas Wijaya Putra)
Hisyam Ib Dani (Universitas Wijaya Putra)
Arkila Rakasyah (Universitas Wijaya Putra)
Alven S Ritonga (Universitas Wijaya Putra)
Mamik Usniyah Sari (Universitas Wijaya Putra)



Article Info

Publish Date
19 Feb 2023

Abstract

This research aims to make it easier for the campus marketing team to determine the minimum route when visiting several schools in one day. We develop an optimum route search model using a genetic algorithm. The selection method used is elitist selection and the mutation method used is Reciprocal Exchange Mutation. Mutation probability values were determined at 0.2 and 0.4 with different numbers of individuals. The results of this study, in general, a greater probability of mutation causes a significant change in the arrangement of chromosomes, so that the average fitness result is worse than the probability of a smaller mutation. The number of individuals in the population does not really matter. The best solution obtained is the route 0- 2- 8-7-5-4-9-6-3-1 as far as 73 km.

Copyrights © 2023






Journal Info

Abbrev

jtm

Publisher

Subject

Engineering

Description

Jurnal Teknologi dan Manajemen (JTM), ISSN 2721-1878, is an open-access journal dedicated to provide a platform in management and technology aspects. This journal aims to publish renewable works in implementation of basic theories, experiments, simulations, and applications with systematic method; ...