ELECTRE-III-H: An outranking-based decision aiding method for hierarchically structured criteria. Issue 11 (1st July 2015)

• Record Type: Journal Article
• Authors: Del Vasto-Terrientes, Luis; Valls, Aida; Slowinski, Roman; Zielniewicz, Piotr
• Is Part Of: Expert systems with applications. Volume 42:Issue 11(2015)
• Page Start: 4910
• Page End: 4926
• Publication Date: 2015-07-01
• Subjects: Multi-criteria decision aiding -- Hierarchy of criteria -- Partial pre-order aggregation -- ELECTRE methods; Expert systems (Computer science) -- Periodicals; Systèmes experts (Informatique) -- Périodiques; Electronic journals; 006.33
• DOI: 10.1016/j.eswa.2015.02.016
• Languages: English
• ISSNs: 0957-4174

Abstract

Highlights: A new ELECTRE-III method is proposed handling hierarchical structure of criteria. ELECTRE-III-H generates a partial pre-order of alternatives in each node of the hierarchy. Concordance and discordance indices are adapted to aggregation of partial pre-orders. The pseudo-criteria concept is extended on intermediate criteria of the hierarchy. A real-case study about the evaluation of the quality of websites is presented. Abstract: This paper proposes a method for ranking a set of alternatives evaluated using multiple and conflicting criteria that are organised in a hierarchical structure. The hierarchy permits the decision maker to identify different intermediate sub-problems of interest. In that way, the analysis of the criteria is done according to the subsets defined in the hierarchy, and following the precedence relations in a bottom-up approach. To deal with this type of hierarchical structures, an extension of the ELECTRE-III method, called ELECTRE-III-H, is presented. As all methods of ELECTRE family, this one also relies on building a binary outranking relation on the set of alternatives on the basis of concordance and discordance tests. The exploitation of this outranking relation generates a partial pre-order, establishing an indifference, preference or incomparability relation for each pair of alternatives. The idea of a bottom-up application of the classical ELECTRE-III method to sub-problems involving subsets of criteria at the intermediate levels of the hierarchy is infeasible because the evaluations of alternatives by criteria aggregating some sub-criteria have the form of partial pre-orders, and not complete pre-orders. Thus, we propose a new procedure for building outranking relations from a set of partial pre-orders, as well as a mechanism for propagating these pre-orders upwards in the hierarchy. With this method, the decision maker is able to analyse the problem in a decomposed way and gain information from the outputs obtained at intermediate levels. In addition, ELECTRE-III-H gives the decision maker the possibility to define a local preference model at each node of the hierarchy, according to his objectives and sub-problem characteristics. We show an application of this method to rank websites of tourist destination brands evaluated using a hierarchy with 4 levels.