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Mateos Caballero, Alfonso and Jiménez Martín, Antonio and Aguayo García, Ernesto Aarón and Sabio Flores, Pilar (2014). Dominance intensity measuring methods in MCDM with ordinal relations regarding weights. "Knowledge-Based Systems", v. 70 ; pp. 26-32. ISSN 0950-7051. https://doi.org/10.1016/j.knosys.2013.12.002.
Title: | Dominance intensity measuring methods in MCDM with ordinal relations regarding weights |
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Author/s: |
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Item Type: | Article |
Título de Revista/Publicación: | Knowledge-Based Systems |
Date: | 2014 |
ISSN: | 0950-7051 |
Volume: | 70 |
Subjects: | |
Freetext Keywords: | Dominance intensity; MCDM; Additive value function; Imprecision; Monte Carlo simulation |
Faculty: | E.T.S. de Ingenieros Informáticos (UPM) |
Department: | Inteligencia Artificial |
Creative Commons Licenses: | Recognition - No derivative works - Non commercial |
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We consider a multicriteria decision-making context in which the decision-maker?s preferences are represented by a multi-attribute additive value function. We account for imprecision concerning the performance of alternatives, value functions and weights, which represent the relative importance of criteria. We propose two new methods based on dominance intensity measures aimed at ranking alternatives. Both methods can be applied to different representations of imprecision about weights. Their performance is compared with other existing approaches when ordinal weight information represents imprecision concerning weights. Monte Carlo simulation is used for the comparison in terms of a hit ratio and a rank-order correlation.
Item ID: | 53514 |
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DC Identifier: | http://oa.upm.es/53514/ |
OAI Identifier: | oai:oa.upm.es:53514 |
DOI: | 10.1016/j.knosys.2013.12.002 |
Official URL: | https://www.sciencedirect.com/science/article/pii/S0950705113003821 |
Deposited by: | Memoria Investigacion |
Deposited on: | 05 Feb 2019 10:56 |
Last Modified: | 05 Feb 2019 10:56 |