Sugeno Integral Inequalities for Convex Functions: New Sandor-Type Bounds and Their Ramifications
DOI:
https://doi.org/10.31185/bsj.Vol23.Iss44.1717Keywords:
Sugeno integral • fuzzy measure • convex function • Sandor-type inequality • Hermite–Hadamard inequality • s-convexity • level-set method • monotone measure.Abstract
Motivated by recent developments and the growing demand for precise integral bounds in aggregation models, this work investigates the extension of classical convexity inequalities to non-additive measures. We establish new lower and upper bounds for the Sugeno integral of convex, s-convex, and quasi-convex functions defined on compact real intervals. These bounds constitute genuine analogues, within the non-additive setting, of the refinement established by Sandor in 1997 for the classical Riemann integral. The proofs rely on level-set analysis, which proves particularly effective in capturing the minimum–maximum structure of the Sugeno integral; none of the results invoke the classical monotone-convergence arguments. Beyond the theoretical development, we provide a series of worked numerical examples and a compact comparison table, enabling the reader to assess the relative size of the bounding regions for several representative families of functions. We further discuss the connections between our results and both the Hermite–Hadamard inequality and the Choquet integral, and we conclude by posing several problems that merit future investigation.
References
Agahi, H., Mesiar, R. and Ouyang, Y. (2010). General Minkowski type inequalities for Sugeno integrals. Fuzzy Sets and Systems, 161(5), 708–715.
[2] Breckner, W.W. (1978). Stetigkeitsaussagen für eine Klasse verallgemeinerter konvexer Funktionen in topologischen linearen Räumen. Publications de l'Institut Mathématique, 23, 13–20.
[3] Caballero, J. and Sadarangani, K. (2010). Hermite–Hadamard inequality for fuzzy integrals. Applied Mathematics and Computation, 215(6), 2134–2138.
[4] Choquet, G. (1954). Theory of capacities. Annales de l'Institut Fourier, 5, 131–295.
[5] Dragomir, S.S. and Pearce, C.E.M. (2000). Selected Topics on Hermite–Hadamard Inequalities and Applications. RGMIA Monographs, Victoria University.
[6] Flores-Franulič, A. and Román-Flores, H. (2007). A Chebyshev type inequality for fuzzy integrals. Applied Mathematics and Computation, 190(2), 1178–1184.
[7] Hadamard, J. (1893). Étude sur les propriétés des fonctions entières et en particulier d'une fonction considérée par Riemann. Journal de Mathématiques Pures et Appliquées, 58, 171–215.
[8] Hermite, C. (1883). Sur deux limites d'une intégrale définie. Mathesis, 3, 82–83.
[9] Kaluszka, M., Okolewski, A. and Boczek, M. (2014). On the Hermite–Hadamard type inequalities for convex functions with respect to Sugeno integrals. Applied Mathematics and Computation, 243, 552–559.
[10] Mesiar, R. and Ouyang, Y. (2009). General Chebyshev type inequalities for Sugeno integrals. Fuzzy Sets and Systems, 160(1), 58–64.
[11] Mitrinović, D.S., Pečarić, J.E. and Fink, A.M. (1993). Classical and New Inequalities in Analysis. Kluwer Academic Publishers, Dordrecht.
[12] Ouyang, Y. and Mesiar, R. (2009). On the Chebyshev type inequality for seminormed fuzzy integral. Applied Mathematics Letters, 22(12), 1810–1815.
[13] Pap, E. (1995). Null-Additive Set Functions. Kluwer Academic Publishers, Dordrecht.
[14] Ralescu, D. and Adams, G. (1980). The fuzzy integral. Journal of Mathematical Analysis and Applications, 75(2), 562–570.
[15] Román-Flores, H., Flores-Franulič, A. and Chalco-Cano, Y. (2007). The fuzzy integral for monotone functions. Applied Mathematics and Computation, 185(1), 492–498.
[16] Román-Flores, H., Flores-Franulič, A. and Chalco-Cano, Y. (2007). A Jensen type inequality for fuzzy integrals. Information Sciences, 177(15), 3192–3201.
[17] Sandor, J. (1997). On the Jensen–Hadamard inequality. Studia Universitatis Babeş-Bolyai, Mathematica, 42(3), 55–61.
[18] Sarikaya, M.Z., Set, E., Yaldiz, H. and Basak, N. (2013). Hermite–Hadamard's inequalities for fractional integrals and related fractional inequalities. Mathematical and Computer Modelling, 57(9–10), 2403–2407.
[19] Sugeno, M. (1974). Theory of fuzzy integrals and its applications. Doctoral Dissertation, Tokyo Institute of Technology.
[20] Wang, Z. and Klir, G.J. (1992). Fuzzy Measure Theory. Plenum Press, New York.
[21] Zadeh, L.A. (1965). Fuzzy sets. Information and Control, 8(3), 338–353.
[22] Boczek, M. and Kaluszka, M. (2016). On the extension of the Sugeno integral for convex functions. Fuzzy Sets and Systems, 296, 21–30.
[23] Precupanu, A. and Precupanu, T. (2010). A note on Minkowski's inequality for fuzzy integrals. Mathematical Inequalities and Applications, 13(3), 603–610.
[24] Zhang, D. and Guo, C. (1995). Fuzzy integrals of fuzzy-valued functions. Fuzzy Sets and Systems, 54(1), 63–67.
[25] Huang, Y. and Wang, Z. (2014). Asset value formula for fuzzy integral with application to finance. Fuzzy Sets and Systems, 249, 27–43.
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