Paper Title:
Choquet Integral with Respect to High Order Extensional L- Measure
  Abstract

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, W. S. Chen, C. C. Chen, Y. D. Jheng, D. B. Wu, "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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