Vehicle Routing and Delivery Optimization: A Study of Discrete Rat Swarm Optimization Software (RSOS)

Authors

  • Toufik Mzili Department of Computer Science, Faculty of Science, Chouaib Doukkali University, EI Jadida, Morocco. Author https://orcid.org/0000-0002-5733-3119
  • mourad mzili Department of Mathematics, Faculty of Science, Chouaib Doukkali University, EI Jadida, Morocco Author
  • Khaoula Cherrat Department of Computer Science, Faculty of Science, Chouaib Doukkali University, EI Jadida, Morocco. Author
  • Mohammed Essaid riffi Department of Computer Science, Faculty of Science, Chouaib Doukkali University, EI Jadida, Morocco. Author

Keywords:

Metaheuristic Optimization; Combinatorial Optimization; NP-Hard Problems; Discrete Optimization; Delivery Optimization; VRPLIB Bench-marks.

Abstract

The Vehicle Routing Problem (VRP) is a well-known combinatorial optimization problem that belongs to a class of problems known as NP-hard. It determines a set of routes for several delivery vehicles to distribute goods from a depot to different delivery locations and back to the depot. The Rat Swarm Optimization (RSOS) software is an innovative metaheuristic optimization algorithm. This paper presents the use of rat swarm optimization (RSOS) software to solve the complex vehicle routing problem.

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Published

2024-07-09

Issue

Vol. 1 No. 1 (2024): Journal of optimization and artificial intelligence

Section

Articles

How to Cite

Vehicle Routing and Delivery Optimization: A Study of Discrete Rat Swarm Optimization Software (RSOS). (2024). Journal of Optimization and Artificial Intelligence, 1(1). http://joai-journal.org/index.php/joai/article/view/2