Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/21112
Title: Experimental Analysis of Metaheuristic Algorithms for the VRPTW
Authors: CORSTJENS, Jeroen 
CARIS, An 
DEPAIRE, Benoit 
Issue Date: 2016
Source: The 30th Conference of the Belgian Operational Research Society. Louvain-la-Neuve. 28-29 January, 2016
Abstract: A general methodology to evaluate heuristic performance on VRP problems is still missing. Only a small number of papers have made notion of using either design of experiment techniques or statistical tools for exploring data and testing hypotheses. Current VRP research can make a signi cant methodological progress by applying a statistical approach to obtain a more rigorous evaluation and gain a more complete insight in and understanding of the diff erent results. This research aims at developing such a methodological framework and to gain insight and understanding of how performance is a ffected by the addition of a component or by changing a parameter to another level, which combinations of parameter values and heuristic components perform well or not and how the problem characteristics in fluence this relationship with performance.
Keywords: metaheuristics; statistical methodology; vehicle routing
Document URI: http://hdl.handle.net/1942/21112
Category: C2
Type: Conference Material
Appears in Collections:Research publications

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