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Differentiation of the Choquet integral of a nonnegative measurable function

  • Institute of Science Tokyo

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

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.

源语言英语
主期刊名1999 IEEE International Fuzzy Systems Conference Proceedings
出版商IEEE
III-1322 - III-1327
ISBN(印刷版)0780354060
DOI
出版状态已出版 - 1999
已对外发布
活动1999 International Conference on Fuzzy Systems, FUZZ-IEEE 1999 - Seoul, South Korea
期限: 22 8月 199925 8月 1999

出版系列

姓名IEEE International Conference on Fuzzy Systems
3
ISSN(印刷版)1098-7584

会议

会议1999 International Conference on Fuzzy Systems, FUZZ-IEEE 1999
Seoul, South Korea
时期22/08/9925/08/99

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