TY - GEN
T1 - Differentiation of the Choquet integral of a nonnegative measurable function
AU - Kaino, Toshihiro
AU - Hirota, Kaoru
PY - 1999
Y1 - 1999
N2 - 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.
AB - 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.
UR - https://www.scopus.com/pages/publications/0033280994
U2 - 10.1109/fuzzy.1999.790094
DO - 10.1109/fuzzy.1999.790094
M3 - Conference contribution
AN - SCOPUS:0033280994
SN - 0780354060
T3 - IEEE International Conference on Fuzzy Systems
SP - III-1322 - III-1327
BT - 1999 IEEE International Fuzzy Systems Conference Proceedings
PB - IEEE
T2 - 1999 International Conference on Fuzzy Systems, FUZZ-IEEE 1999
Y2 - 22 August 1999 through 25 August 1999
ER -