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Optimization of the Multi-Facility Location Problem Using Widely Available Office Software

Authors :
Petr Němec
Petr Stodola
Source :
Algorithms, Vol 14, Iss 4, p 106 (2021)
Publication Year :
2021
Publisher :
MDPI AG, 2021.

Abstract

Multi-facility location problem is a type of task often solved (not only) in logistics. It consists in finding the optimal location of the required number of centers for a given number of points. One of the possible solutions is to use the principle of the genetic algorithm. The Solver add-in, which uses the evolutionary method, is available in the Excel office software. It was used to solve the benchmark in 4 levels of difficulty (from 5 centers for 25 points to 20 centers for 100 points), and one task from practice. The obtained results were compared with the results obtained by the metaheuristic simulated annealing method. It was found that the results obtained by the evolutionary method are sufficiently accurate. Their accuracy depends on the complexity of the task and the performance of the HW used. The advantage of the proposed solution is easy availability and minimal requirements for user knowledge.

Details

Language :
English
ISSN :
19994893
Volume :
14
Issue :
4
Database :
Directory of Open Access Journals
Journal :
Algorithms
Publication Type :
Academic Journal
Accession number :
edsdoj.81e8db8ea1274935a6db49ed8417e2e5
Document Type :
article
Full Text :
https://doi.org/10.3390/a14040106