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Robustness analysis in a TODIM-based multicriteria evaluation model of rental properties

Authors :
Javier Pereira
Luiz Flavio Autran Monteiro Gomes
Fernando Paredes
Source :
Technological and Economic Development of Economy, Vol 19, Iss 1 (2014)
Publication Year :
2014
Publisher :
Vilnius Gediminas Technical University, 2014.

Abstract

A new robustness analysis framework is proposed where robustness of a solution in a decision aiding process is measured as the distance from that solution to an expected outcome, chosen by the decision-aiding analyst. The framework is explained by the application of the TODIM method of multicriteria decision aiding to the problem of predicting rental ranges for properties in a Chilean city. Therefore, the robustness concern concentrates on changes in criteria weights as well as in trade-off rates, as they are defined in the method. Two main contributions are introduced: a local robustness measure, defined in terms of a distance among rankings; and a global robustness measure, as an adaptation of the minimax-regret rule to select a global robust solution, i.e. a ranking produced by TODIM.

Details

Language :
English
ISSN :
20294913 and 20294921
Volume :
19
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Technological and Economic Development of Economy
Publication Type :
Academic Journal
Accession number :
edsdoj.9ed80b2716e441bab11e7783cb61ab50
Document Type :
article
Full Text :
https://doi.org/10.3846/20294913.2014.880753