2023Information SciencesOpen access

Choquet type integrals for single-valued functions with respect to set-functions and set-multifunctions

Deli Zhang, Radko Mesiar, Endre Pap

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Abstract

Due to their numerous applications such as in decision making, information fusion, game theory , and data mining , Choquet integrals have recently attracted much attention. In this study, two generalization types of Choquet integrals are presented. First, a generalized Choquet type integral of a single-valued function is introduced with respect to a set-function and measure. Several of its properties, such as convergence theorems and Jensen's inequality, are proved. Second, in the spirit of the single-valued Choquet integral, a generalized Choquet type set-valued integral for a single-valued function with respect to a set-multifunction and measure is introduced using Aumann integrals as well as various properties, including convergence theorems.

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What this paper is about

Due to their numerous applications such as in decision making, information fusion, game theory , and data mining , Choquet integrals have recently attracted much attention. In this study, two generalization types of Choquet integrals are presented. First, a generalized Choquet type integral of a single-valued function is introduced with respect to a set-function and measure. Several of its properties, such as convergence theorems and Jensen's inequality, are proved. Second, in the spirit of the single-valued Choquet integral, a generalized Choquet type set-valued integral for a single-valued function with respect to a set-multifunction and measure is introduced using Aumann integrals as well as various properties, including convergence theorems.

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Available abstract

Due to their numerous applications such as in decision making, information fusion, game theory , and data mining , Choquet integrals have recently attracted much attention. In this study, two generalization types of Choquet integrals are presented. First, a generalized Choquet type integral of a single-valued function is introduced with respect to a set-function and measure. Several of its properties, such as convergence theorems and Jensen's inequality, are proved. Second, in the spirit of the single-valued Choquet integral, a generalized Choquet type set-valued integral for a single-valued function with respect to a set-multifunction and measure is introduced using Aumann integrals as well as various properties, including convergence theorems.

Key concepts: Choquet integral, Mathematics, Set function, Choquet theory, Generalization, Measure (data warehouse), Type (biology), Convergence (economics)

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