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An efficient iterated local search heuristic algorithm for the two-stage fixed-charge transportation problem. (English) Zbl 1463.90010

Summary: This paper concerns the two-stage transportation problem with fixed charges associated to the routes and proposes an efficient multi-start Iterated Local Search (ILS) procedure for the total distribution costs minimization. Our heuristic approach constructs an initial solution, uses a local search procedure to increase the exploration, a perturbation mechanism and a neighborhood operator in order to diversify the search. Computational experiments were performed on two sets of instances: one that consists of 20 benchmark instances available in the literature and a second one that contains 10 new randomly generated larger instances. The achieved computational results prove that our proposed solution approach is highly competitive in comparison with the existing approaches from the literature.

MSC:

90B06 Transportation, logistics and supply chain management
90C08 Special problems of linear programming (transportation, multi-index, data envelopment analysis, etc.)
90C59 Approximation methods and heuristics in mathematical programming