Credibility measure of fuzzy sets and applications

  • Authors:
  • Xiang Li;Dan Ralescu

  • Affiliations:
  • Department of Mathematics, Tsinghua University, Beijing 100084, China.;Department of Mathematics, University of Cincinnati, Cincinnati, Ohio 45221, USA

  • Venue:
  • International Journal of Advanced Intelligence Paradigms
  • Year:
  • 2009

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Abstract

In order to measure a fuzzy event, credibility measure is proposed as a non-additive set function. In this paper, this concept is extended to fuzzy sets. First, a mean measure is defined by Lebesgue integral and some properties are investigated such as the monotonicity theorem, self-duality theorem and subadditivity theorem. Furthermore, by using Sugeno integral, an equilibrium measure is proposed and studied. Finally, these concepts are applied to optimisation problems, and the mean measure maximisation model and equilibrium measure maximisation model are proposed.