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Approximating Choquet integral in generalized measure theory: Choquet-midpoint rule

Year 2024, Early Access, 1 - 9
https://doi.org/10.15672/hujms.1463439

Abstract

In generalized measure theory, Choquet integral is a generalization of
Lebesgue integral and mathematical expectation. Approximating Choquet integral in the continuous case on real line is not very easy. So, we need mainly to estimate Choquet integral with respect to non-additive measures. There are few studies on the approximating Choquet integral in the continuous case on real line. In approximation theory, there are many interesting properties of midpoint rule. As a subject for research, there are no results on the midpoint rule for Choquet integral. The main objective of this paper is to propose some applications of midpoint rule for approximating continuous Choquet integral. The choquet-midpoint rule helps us to numerically solve Choquet integrals, in particular, the singular and unbounded integrals. Several numerical examples are considered to illustrate
the application of our proposed methodology.

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References

  • 1] H. Agahi, M. Behroozifar, Choquet integration by Simpsons rule with application in Hellinger distance, Soft Comput. 24 (19), 14463-70, 2020. [2] G. Choquet, Theory of capacities, Annales de l’institut Fourier 5, 131–295, 1954. [3] P.J. Davis, Interpolation and approximation, Courier Corporation, 1975. [4] D. Denneberg, Non-Additive Measure and Integral, Kluwer Academic Publishers, 1994. [5] I. Gilboa, D. Schmeidler, Additive representation of non-additive measures and the Choquet integral, Ann. Oper. Res. 52, 43–65, 1994
Year 2024, Early Access, 1 - 9
https://doi.org/10.15672/hujms.1463439

Abstract

Project Number

No Project

References

  • 1] H. Agahi, M. Behroozifar, Choquet integration by Simpsons rule with application in Hellinger distance, Soft Comput. 24 (19), 14463-70, 2020. [2] G. Choquet, Theory of capacities, Annales de l’institut Fourier 5, 131–295, 1954. [3] P.J. Davis, Interpolation and approximation, Courier Corporation, 1975. [4] D. Denneberg, Non-Additive Measure and Integral, Kluwer Academic Publishers, 1994. [5] I. Gilboa, D. Schmeidler, Additive representation of non-additive measures and the Choquet integral, Ann. Oper. Res. 52, 43–65, 1994
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Details

Primary Language English
Subjects Computational Statistics
Journal Section Statistics
Authors

Mahmoud Behroozifar 0000-0002-6885-0218

Project Number No Project
Early Pub Date October 8, 2024
Publication Date
Submission Date April 2, 2024
Acceptance Date September 12, 2024
Published in Issue Year 2024 Early Access

Cite

APA Behroozifar, M. (2024). Approximating Choquet integral in generalized measure theory: Choquet-midpoint rule. Hacettepe Journal of Mathematics and Statistics1-9. https://doi.org/10.15672/hujms.1463439
AMA Behroozifar M. Approximating Choquet integral in generalized measure theory: Choquet-midpoint rule. Hacettepe Journal of Mathematics and Statistics. Published online October 1, 2024:1-9. doi:10.15672/hujms.1463439
Chicago Behroozifar, Mahmoud. “Approximating Choquet Integral in Generalized Measure Theory: Choquet-Midpoint Rule”. Hacettepe Journal of Mathematics and Statistics, October (October 2024), 1-9. https://doi.org/10.15672/hujms.1463439.
EndNote Behroozifar M (October 1, 2024) Approximating Choquet integral in generalized measure theory: Choquet-midpoint rule. Hacettepe Journal of Mathematics and Statistics 1–9.
IEEE M. Behroozifar, “Approximating Choquet integral in generalized measure theory: Choquet-midpoint rule”, Hacettepe Journal of Mathematics and Statistics, pp. 1–9, October 2024, doi: 10.15672/hujms.1463439.
ISNAD Behroozifar, Mahmoud. “Approximating Choquet Integral in Generalized Measure Theory: Choquet-Midpoint Rule”. Hacettepe Journal of Mathematics and Statistics. October 2024. 1-9. https://doi.org/10.15672/hujms.1463439.
JAMA Behroozifar M. Approximating Choquet integral in generalized measure theory: Choquet-midpoint rule. Hacettepe Journal of Mathematics and Statistics. 2024;:1–9.
MLA Behroozifar, Mahmoud. “Approximating Choquet Integral in Generalized Measure Theory: Choquet-Midpoint Rule”. Hacettepe Journal of Mathematics and Statistics, 2024, pp. 1-9, doi:10.15672/hujms.1463439.
Vancouver Behroozifar M. Approximating Choquet integral in generalized measure theory: Choquet-midpoint rule. Hacettepe Journal of Mathematics and Statistics. 2024:1-9.