Robustness Improvement in UTA methods through the elicitation & exploitation of strength of preference information
Authors: Spyridakos, Athanasios 
Tsotsolas, Nikos 
Vryzidis, Isaak 
Issue Date: 1-Jan-2017
Conference: 6th International Symposium and 28th National Conference on Operational Research "OR in the digital era - ICT challenges", 8-10 June 2017, Thessaloniki, Greece 
Book: Proceedings of the 6th International Symposium and 28th National Conference on Operational Research "OR in the digital era - ICT challenges" 
Keywords: Multicriteria decision aid, Robustness analysis, Disaggregation aggregation approach
Abstract: 
UTA methods concludes to the assessment of additive value preference models based on Decision Makers (DMs) global preferences expressed by rank ordering of a limited set of the alternative actions evaluated into a consistent family of criteria. An adaptation of UTA methods is presented in this research work which utilizes additional information concerning the global preferences of the DM. The strengths of preferences among the successive alternatives of the reference set, sorted by their ranking, are derived. The DM is asked to provide ranges of values [zmin, zmax], through visual techniques, expressing the degree he/she prefers an alternative action from the next one in the ranking. By this way n-1 ranges of indices concerning the strength of preferences among the successive alternatives of the n alternative actions of the reference set are embedded into the UTA methods. Adaptations of the linear program of UTA method leads to the estimation of a more robust additive value model corresponding to more rich representation of DM's preferences. The proposed adaptation of UTA methods can be used a priori during the initial expression of DM's global preferences or a posteriori in the frame of post optimality and robustness analysis, constituting a new feedback of UTA methods. The above approach is presented and evaluated through an illustration case study.
ISBN: 978-618-5255-02-2
URI: https://uniwacris.uniwa.gr/handle/3000/1699
Type: Conference Paper
Department: Department of Business Administration 
School: School of Administrative, Economics and Social Sciences 
Affiliation: University of West Attica (UNIWA) 
Appears in Collections:Book Chapter / Κεφάλαιο Βιβλίου

CORE Recommender
Show full item record

Page view(s)

24
checked on Dec 23, 2024

Google ScholarTM

Check

Altmetric


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.