Searching for a consensus similarity function for generalized trapezoidal fuzzy numbers

Vicente Cestero, Eloy and Mateos Caballero, Alfonso and Jiménez Martín, Antonio (2014). Searching for a consensus similarity function for generalized trapezoidal fuzzy numbers. In: "The 11th International FLINS Conference on Decision Making and Soft Computing (FLINS2014)", 17-20 aug 2014, Joao Pessoa, Brasil. ISBN 978-981-4619-96-7. pp. 252-257.

Description

Title: Searching for a consensus similarity function for generalized trapezoidal fuzzy numbers
Author/s:
  • Vicente Cestero, Eloy
  • Mateos Caballero, Alfonso
  • Jiménez Martín, Antonio
Item Type: Presentation at Congress or Conference (Article)
Event Title: The 11th International FLINS Conference on Decision Making and Soft Computing (FLINS2014)
Event Dates: 17-20 aug 2014
Event Location: Joao Pessoa, Brasil
Title of Book: Decision Making and Soft Computing
Date: 2014
ISBN: 978-981-4619-96-7
Volume: 9
Subjects:
Faculty: E.T.S. de Ingenieros Informáticos (UPM)
Department: Inteligencia Artificial
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

There is controversy regarding the use of the similarity functions proposed in the literature to compare generalized trapezoidal fuzzy numbers since conflicting similarity values are sometimes output for the same pair of fuzzy numbers. In this paper we propose a similarity function aimed at establishing a consensus. It accounts for the different approaches of all the similarity functions. It also has better properties and can easily incorporate new parameters for future improvements. The analysis is carried out on the basis of a large and representative set of pairs of trapezoidal fuzzy numbers.

More information

Item ID: 35444
DC Identifier: http://oa.upm.es/35444/
OAI Identifier: oai:oa.upm.es:35444
Official URL: http://www.worldscientific.com/worldscibooks/10.1142/9303
Deposited by: Memoria Investigacion
Deposited on: 14 Mar 2016 15:35
Last Modified: 17 Nov 2017 09:05
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