Choquet Integral with Respect to High Order Extensional L- Measure

Abstract:

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In this paper, a generalized multivalent fuzzy measure of extensional L-measure, called high order extensional L-measure, is proposed. It is proved that if the value of order index is equal to one, this new measure is just the extensional L-measure, and the larger the value of order index is, the more sensitive it is. A real data set with 5- fold cross-validation MSE is conducted, for comparing the performances of the Choquet integral regression model based on this new measure with other four measures, P-measure and λ-measure, and authors’ two measures, L-measure and extensional L-measure, and two traditional regression model, multiple regression model and ridge regression model, the result show that the Choquet integral regression model based on this new measure has the best performance.

Info:

Periodical:

Edited by:

Ran Chen

Pages:

3579-3583

DOI:

10.4028/www.scientific.net/AMM.44-47.3579

Citation:

H. C. Liu et al., "Choquet Integral with Respect to High Order Extensional L- Measure", Applied Mechanics and Materials, Vols. 44-47, pp. 3579-3583, 2011

Online since:

December 2010

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$35.00

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