Simulation of Preference Information in an Interactive Reference Point-Based Method for the Bi-Objective Inventory Routing Problem

Sandra Huber 1 Martin Josef Geiger 1 Marc Sevaux 2
2 Lab-STICC_UBS_CACS_MOCS
Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance
Abstract : In the research area of multiple criteria decision making, very few publications exist that explicitly design the simulation of a decision maker (DM) in an interactive approach. For this reason, we outline some methods widely used in the literature to identify common assumptions of simulating the DM's responses and the required input preference information. Our paper aims at covering the identified gap by introducing experimental concepts. Such concepts are used for theoretical analyses of a combined search-and-decision-making procedure. Simulating the DM is a fruitful idea because the algorithm can be tested without integrating a human decision maker. Finally, we conduct experiments based on the proposed settings for a multiobjective inventory routing problem, which is a relevant and challenging logistic problem.
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Journal of Multi-Criteria Decision Analysis, Wiley, 2015, 22 (1-2), pp.17-35. 〈10.1002/mcda.1534〉
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https://hal.archives-ouvertes.fr/hal-01067200
Contributeur : Marc Sevaux <>
Soumis le : mardi 23 septembre 2014 - 10:58:28
Dernière modification le : mardi 16 janvier 2018 - 15:54:24

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Sandra Huber, Martin Josef Geiger, Marc Sevaux. Simulation of Preference Information in an Interactive Reference Point-Based Method for the Bi-Objective Inventory Routing Problem. Journal of Multi-Criteria Decision Analysis, Wiley, 2015, 22 (1-2), pp.17-35. 〈10.1002/mcda.1534〉. 〈hal-01067200〉

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