<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>In this paper we present two applications of a new Belief Function-based Inter-Criteria Analysis (BF-ICrA) approach for the assessment of redundancy of criteria involved in Multi-Criteria Decision-Making (MCDM) problems. This BF-ICrA method allows to simplify the original MCDM problem by suppressing redundant criteria (if any) and thus diminish the complexity of MCDM problem. This approach is appealing for solving large MCDM problems whose solution requires the fusion of many belief functions. We show how this approach can be used in two distinct fields of applications: The GPS surveying problem, and the car selection problem.</p>
</abstract>

In this paper we present two applications of a new Belief Function-based Inter-Criteria Analysis (BF-ICrA) approach for the assessment of redundancy of criteria involved in Multi-Criteria Decision-Making (MCDM) problems. This BF-ICrA method allows to simplify the original MCDM problem by suppressing redundant criteria (if any) and thus diminish the complexity of MCDM problem. This approach is appealing for solving large MCDM problems whose solution requires the fusion of many belief functions. We show how this approach can be used in two distinct fields of applications: The GPS surveying problem, and the car selection problem.

Two Applications of Inter-Criteria Analysis with Belief Functions

Institute of Information and Communication Technologies

Cybernetics and Information Technologies

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

{"article-title":"Two Applications of Inter-Criteria Analysis with Belief Functions"}

In this paper we present two applications of a new Belief Function-based Inter-Criteria Analysis (BF-ICrA) approach for the assessment of redundancy of...

Two Applications of Inter-Criteria Analysis with Belief Functions

Publié en ligne: 13 sept. 2020

Pages: 38 - 59

Reçu: 04 déc. 2019

Accepté: 07 mai 2020

DOI: https://doi.org/10.2478/cait-2020-0039

Mots clés
Inter-Criteria Analysis, ICrA-BF, MultiCriteria Decision Making, MCDM, belief functions

© 2020 Jean Dezert et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Two Applications of Inter-Criteria Analysis with Belief Functions

Publié en ligne: 13 sept. 2020

Pages: 38 - 59

Reçu: 04 déc. 2019

Accepté: 07 mai 2020

DOI: https://doi.org/10.2478/cait-2020-0039

Mots clésInter-Criteria Analysis, ICrA-BF, MultiCriteria Decision Making, MCDM, belief functions

© 2020 Jean Dezert et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Mots clés
Inter-Criteria Analysis, ICrA-BF, MultiCriteria Decision Making, MCDM, belief functions