Metaheuristics for the vehicle routing problem with loading constraints

Karl F. Doerner, Guenther Fuellerer, Richard F. Hartl, Manfred Gronalt, Manuel Iori

Networks · 2007 · 61 citations · 22 references

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Abstract

Abstract We consider a combination of the capacitated vehicle routing problem and a class of additional loading constraints involving a parallel machine scheduling problem. The work is motivated by a real‐world transportation problem occurring to a wood‐products retailer, which delivers its products to a number of customers in a specific region. We solve the problem by means of two different metaheuristics algorithms: a Tabu Search and an Ant Colony Optimization. Extensive computational results are given for both algorithms, on instances derived from the vehicle routing literature and on real‐world instances. © 2007 Wiley Periodicals, Inc. NETWORKS, Vol. 49(4), 294–307 2007

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