Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
5110557 | Transportation Research Part E: Logistics and Transportation Review | 2016 | 29 Pages |
â¢We design an ALNS based metaheuristic for the MPVRPSF.â¢Our ALNS includes a set of novel algorithmic features and new operators.â¢We compute a series of lower/upper bounds to evaluate the quality of the solution.â¢We analyze the method in terms of computational time and solution quality.â¢We study the contribution of different algorithmic components of our approach.
This problem involves optimizing product collection and redistribution from production locations to a set of processing plants over a planning horizon. This horizon consists of several days, and the collection-redistribution is performed on a repeating daily basis. A single routing plan must be prepared for the whole horizon, taking into account the seasonal variations in the supply. We model the problem using a sequence of periods, each corresponding to a season. We propose an adaptive large-neighborhood search with several specifically designed operators and features. The results show the excellent performance of the algorithm in terms of solution quality and computational efficiency.