Sistema para roteamento de veículos capacitados aplicando Métodos de Monte Carlo
Author(s) -
Rômulo Silva de Oliveira,
Karina Valdivia Delgado
Publication year - 2015
Publication title -
anais do simpósio brasileiro de sistemas de informação (sbsi)
Language(s) - English
Resource type - Conference proceedings
DOI - 10.5753/sbsi.2015.5795
Subject(s) - monte carlo method , vehicle routing problem , computer science , mathematics , routing (electronic design automation) , statistics , computer network
The Vehicle Routing Problem (VRP) is one of the combinatorial optimization problems most studied in Computer Science and of great relevance to the areas of logistics and transport. This paper presents a new algorithm for solving the Capacitated Vehicle Routing Problem (CVRP) using Monte Carlo methods. Monte Carlo methods are statistical methods that use random sampling to solve probabilistic and deterministic problems. The proposed algorithm was developed based on Monte Carlo simulations and Clarke and Wright Savings heuristic and demonstrated results comparable to the best existing algorithms in the literature, it
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