Pareto Frontier Approach to Determining the Optimal Path on Multi-Objectives

Autor:	Pratiwi, Annisa, Nasution, M.K.M., Herawati, E.
Jazyk:	angličtina
Rok vydání:	2023
Předmět:	Vehicle Routing Problem Pareto Frontier Time Windows Multiobjective Ant Colony Optimization
Zdroj:	Sinkron : jurnal dan penelitian teknik informatika; Vol. 8 No. 3 (2023): Article Research Volume 8 Issue 3, July 2023; 1379-1388
ISSN:	2541-044X 2541-2019
DOI:	10.33395/sinkron.v8i3
Popis:	Every issue we face in daily life can be resolved through mathematical modeling. The use of mathematical modeling to generate solutions frequently produces value that serves a single purpose. Sometimes a single-purpose function's solution does not offer the best solution value. In this study, the author models the multiobjective time-dependent vehicle routing problem using the Ant Colony Optimization (ACO) metaheuristic algorithm. The author then applies the pareto optimization principle to the determination of the optimal starting point for the route. An optimal Pareto frontier principle solution on a multi-objective model under control of the Ant Colony Optimization algorithm is the outcome of this study.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=68917c31e290::462e3bd9d8c6a823806c41d7298d9a08 https://jurnal.polgan.ac.id/index.php/sinkron/article/view/12465 Zobrazit plný text záznamu