Skip to main navigation Skip to search Skip to main content

Differentiation of the Choquet integral of a nonnegative measurable function

  • Toshihiro Kaino*
  • , Kaoru Hirota
  • *Corresponding author for this work
  • Institute of Science Tokyo

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Differentiation of the Choquet integral of a nonnegative measurable function taken with respect to a fuzzy measure on fuzzy measure space is proposed. First, the real interval limited Choquet integral is defined for a preparation, then the upper differential coefficient, the lower differential coefficient, the differential coefficient and the derived function of the Choquet integral along the range of an integrated function are defined by the limitation process of the interval limited Choquet integral. Two examples are given, where the nonnegative measurable functions are either a simple function or a triangular function. Basic properties of differentiation about sum and multiple with constant, addition, subtraction, multiplication and division are shown. But it should be noted that the derived function of the Choquet integral of a composite function with sum of nonnegative measurable functions is not always equal to the sum of each derived functions of the Choquet integrals of these functions. Moreover, they are applied to the capital investment decision making problem, where this differentiation indicates how much evaluation of each specifications influences to the total evaluation on the capital investment decision making problem.

Original languageEnglish
Title of host publication1999 IEEE International Fuzzy Systems Conference Proceedings
PublisherIEEE
PagesIII-1322 - III-1327
ISBN (Print)0780354060
DOIs
Publication statusPublished - 1999
Externally publishedYes
Event1999 International Conference on Fuzzy Systems, FUZZ-IEEE 1999 - Seoul, South Korea
Duration: 22 Aug 199925 Aug 1999

Publication series

NameIEEE International Conference on Fuzzy Systems
Volume3
ISSN (Print)1098-7584

Conference

Conference1999 International Conference on Fuzzy Systems, FUZZ-IEEE 1999
CitySeoul, South Korea
Period22/08/9925/08/99

Fingerprint

Dive into the research topics of 'Differentiation of the Choquet integral of a nonnegative measurable function'. Together they form a unique fingerprint.

Cite this