Authors: Boon Ean Teoh; S.G. Ponnambalam; G. Kanagaraj
Addresses: School of Engineering, Monash University Malaysia, Bandar Sunway, Selangor, Malaysia ' Advanced Engineering Platform and School of Engineering, Monash University Malaysia, Bandar Sunway, Selangor, Malaysia ' Department of Mechanical Engineering, Thiagarajar College of Engineering, Madurai, India
Abstract: This paper presents an improved differential evolution algorithm with local search (DELS) for solving the capacitated vehicle routing problem (CVRP). The CVRP is a classical vehicle routing problem with additional constraint where the capacity of the vehicle travelling on a specific route cannot exceed the maximum vehicle capacity. Local search procedures help to explore new search areas and refine the solutions found. The proposed algorithm is tested on CVRP instances described by Augerat et al. and Christofides and Eilon. The proposed DELS approach generate quality solutions for the benchmark problems tested and are comparable to the algorithms reported in the literature.
Keywords: capacitated VRP; vehicle routing problem; CVRP; differential evolution; evolutionary algorithms; local search; metaheuristics.
International Journal of Bio-Inspired Computation, 2015 Vol.7 No.5, pp.321 - 342
Available online: 07 Oct 2015 *Full-text access for editors Access for subscribers Purchase this article Comment on this article