DocumentCode :
1949259
Title :
Differentiation of Choquet integral for nonnegative measurable function and its application to capital investment decision making
Author :
Kaino, Toshihiro ; Hirota, Kaoru
Author_Institution :
Dept. of Comput. Intelligence & Syst. Sci., Tokyo Inst. of Technol., Yokohama, Japan
Volume :
1
fYear :
2000
fDate :
7-10 May 2000
Firstpage :
89
Abstract :
Differentiation of a Choquet integral for a nonnegative measurable function taken with respect to a fuzzy measure over a real fuzzy measure space is proposed. It is applied to the capital investment decision making problem. Kaino and Hirota (1999) proposed the X axis real interval limited Choquet integral for a preparation to define a fuzzy measure shift differentiation of the Choquet integral. Here, the upper differential coefficient, the lower differential coefficient, the differential coefficient, and the derived function of the X axis real interval limited Choquet integral for a nonnegative measurable function over a real fuzzy measure space along the domain (a subset of real numbers) are defined by the limitation process of the X axis real interval limited Choquet integral. Two examples of differentiation are given, where the nonnegative measurable functions are either a simple function or a triangular function. Moreover, they are applied to the automobile factory capital investment decision making problem. Assume that an automobile company has a sales plan of a new car. The current factory line has a capacity to manufacture 3,200 new cars, additional to the current car lines. Then, it is easy to make a decision to invest or not using the differentiation of the X axis real interval limited Choquet integral over X, which give us the increase or decrease rate of the expected sales revenue (also profit) per new car
Keywords :
differentiation; fuzzy set theory; integral equations; investment; Choquet integral; automobile factory capital investment decision making problem; capital investment decision making; expected sales revenue; fuzzy measure shift differentiation; limitation process; lower differential coefficient; nonnegative measurable function; sales plan; simple function; triangular function; upper differential coefficient; Automobile manufacture; Computational intelligence; Decision making; Erbium; Extraterrestrial measurements; Fuzzy systems; Investments; Marketing and sales; Production facilities; Space technology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems, 2000. FUZZ IEEE 2000. The Ninth IEEE International Conference on
Conference_Location :
San Antonio, TX
ISSN :
1098-7584
Print_ISBN :
0-7803-5877-5
Type :
conf
DOI :
10.1109/FUZZY.2000.838639
Filename :
838639
Link To Document :
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