Proceedings of the Fourth International Workshop on Knowledge Discovery, Knowledge Management and Decision Support

A Multiobjective Evolutionary Approach to a Medium- Sized Multicriteria Ranking Problem A Multiobjective Evolutionary Approach to a Medium- Sized Multicriteria Ranking Problem

Authors
Juan Carlos Leyva López, Jesús Jaime Solano Noriega, Diego Alonso Gastélum Chavira, Maria De los Dolores Sánchez Castañeda
Corresponding Author
Juan Carlos Leyva López
Available Online October 2013.
DOI
https://doi.org/10.2991/.2013.23How to use a DOI?
Keywords
Multicriteria analysis; Valued outranking relations; Multiobjective evolutionary algorithms; Ranking procedure
Abstract
The framework of multiobjective optimization is used to tackle the multicriteria ranking problem. The conceptual advantages of the multiobjective formulation are discussed and a new multiobjective evolutionary algorithm is introduced with the purpose of transforming a known valued outranking relation into an antisymmetric crisp outranking relation, on a set of classes of alternatives, where the elements of each class are indifferent each other, and with this as a background, we propose a recommendation for ranking problems of medium-sized set of alternatives. The performance of the algorithm is evaluated on a test problem. It was capable of producing a high-quality recommendation.
Open Access
This is an open access article distributed under the CC BY-NC license.

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Proceedings
Fourth International Workshop on Knowledge Discovery, Knowledge Management and Decision Support
Part of series
Advances in Intelligent Systems Research
Publication Date
October 2013
ISBN
978-90-78677-86-4
ISSN
1951-6851
DOI
https://doi.org/10.2991/.2013.23How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Juan Carlos Leyva López
AU  - Jesús Jaime Solano Noriega
AU  - Diego Alonso Gastélum Chavira
AU  - Maria De los Dolores Sánchez Castañeda
PY  - 2013/10
DA  - 2013/10
TI  - A Multiobjective Evolutionary Approach to a Medium- Sized Multicriteria Ranking Problem A Multiobjective Evolutionary Approach to a Medium- Sized Multicriteria Ranking Problem
BT  - Fourth International Workshop on Knowledge Discovery, Knowledge Management and Decision Support
PB  - Atlantis Press
SP  - 188
EP  - 197
SN  - 1951-6851
UR  - https://doi.org/10.2991/.2013.23
DO  - https://doi.org/10.2991/.2013.23
ID  - LeyvaLópez2013/10
ER  -