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A Computational Definition of Aggregation Rules.

Tinguaro Rodríguez, Juan and López, V. and Gómez, D. and Vitoriano Villanueva, Begoña and Montero de Juan, Francisco Javier (2010) A Computational Definition of Aggregation Rules. In 2010 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2010-),. 2010 IEEE World Congress on Computational Intelligence . IEEE , pp. 1-5. ISBN 978-1-4244-6919-2

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Abstract

The currently-in-use definition of aggregation function is analyzed in this paper, noting that the introduced variability in the dimension of information does not avoid some obvious dysfunctions. In particular, a potential abuse of the mathematical formalism underlies such a definition, which could lead to solve a complex concept by means of a formal mathematical expression. In this paper we propose an alternative definition making emphasis on the practical implementation of aggregation functions, taking into account the objectives and limitations observed in the application of aggregation functions within the fuzzy context.

Item Type:Book Section
Uncontrolled Keywords:Computer Science; Artificial Intelligence; Engineering; Electrical & Electronic
Subjects:Sciences > Computer science > Artificial intelligence
ID Code:16054
Deposited On:24 Jul 2012 08:52
Last Modified:06 Feb 2014 10:37

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