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A Hadamard-type inequality for fuzzy integrals based on r-convex functions

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Abstract

In this paper, it is shown that the Hadamard integral inequality for r-convex functions is not satisfied in the fuzzy context. Using the classical Hadamard integral inequality, we give an upper bound for the Sugeno integral of r-convex functions. In addition, we generalize the results related to the Hadamard integral inequality for Sugeno integral from 1-convex functions (ordinary convex functions) to r-convex functions. We present a geometric interpretation and some examples in the framework of the Lebesgue measure to illustrate the results.

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References

  • Agahi H, Mesiar R, Ouyang Y (2010a) Chebyshev type inequalities for pseudo-integrals. Nonlinear Anal 72:2737–2743

    Article  MathSciNet  MATH  Google Scholar 

  • Agahi H, Mesiar R, Ouyang Y (2010b) General Minkowski type inequalities for Sugeno integrals. Fuzzy Sets Syst 161:708–715

    Article  MathSciNet  MATH  Google Scholar 

  • Agahi H, Román-Flores H, Flores-Franulič A (2011) General Barnes–Godunova–Levin type inequalities for Sugeno integral. Inf Sci 181:1072–1079

    Article  MathSciNet  MATH  Google Scholar 

  • Agahi H, Mesiar R, Ouyang Y, Pap E, Strboja M (2012a) General Chebyshev type inequalities for universal integral. Inf Sci 187:171–178

    Article  MathSciNet  MATH  Google Scholar 

  • Agahi H, Mohammadpour A, Vaezpour SM (2012b) A generalization of the Chebyshev type inequalities for Sugeno integrals. Soft Comput 16:659–666

    Article  MATH  Google Scholar 

  • Agahi H, Eslami E (2011) A general inequality of Chebyshev type for semi(co)normed fuzzy integrals. Soft Comput 15:771–780

    Article  MATH  Google Scholar 

  • Caballero J, Sadarangani K (2009) Hermite–Hadamard inequality for fuzzy integrals. Appl Math Comput 215:2134–2138

    MathSciNet  MATH  Google Scholar 

  • Caballero J, Sadarangani K (2010c) Fritz Carlson’s inequality for fuzzy integrals. Comput Math Appl 59:2763–2767

    Article  MathSciNet  MATH  Google Scholar 

  • Caballero J, Sadarangani K (2010a) A Cauchy–Schwarz type inequality for fuzzy integrals. Nonlinear Anal 73:3329–3335

    Article  MathSciNet  MATH  Google Scholar 

  • Caballero J, Sadarangani K (2010b) Chebyshev inequality for Sugeno integrals. Fuzzy Sets Syst 161:1480–1487

    Article  MathSciNet  MATH  Google Scholar 

  • Caballero J, Sadarangani K (2011) Sandor’s inequality for Sugeno integrals. Appl Math Comput 218:1617–1622

    MathSciNet  MATH  Google Scholar 

  • Chen S, Hu Y, Mahadevan S, Deng Y (2014) A visibility graph averaging aggregation operator. Physica A: Stat Mech Appl 403:1–12

    Article  MathSciNet  Google Scholar 

  • Durante F, Sempi C (2005) Semicopulæ. Kybernetika 41:315–328

    MathSciNet  MATH  Google Scholar 

  • Flores-Franulič A, Román-Flores H (2007) A Chebyshev type inequality for fuzzy integrals. Appl Math Comput 190:1178–1184

  • García FS, Álvarez PG (1986) Two families of fuzzy integrals. Fuzzy Sets Syst 18:67–81

    Article  MathSciNet  MATH  Google Scholar 

  • Gill PM, Pearce CEM, Pečarić J (1997) Hadamard’s inequality for \(r\)-convex functions. J Math Anal Appl 215:461–470

    Article  MathSciNet  MATH  Google Scholar 

  • Grabisch M, Marichal JL, Mesiar R, Pap E (2009) Aggregation functions. Cambridge Univ. Press, Cambridge

    Book  MATH  Google Scholar 

  • Kaluszka M, Okolewski A, Boczek M (2014) On Chebyshev type inequalities for generalized Sugeno integrals. Fuzzy Sets Syst 244:51–62

    Article  MathSciNet  MATH  Google Scholar 

  • Klement EP, Mesiar R, Pap E (2000) Triangular norms. Trends in logic, Studia Logica Library, vol 8. Kluwer Academic Publishers, Dordrecht

    Google Scholar 

  • Klement EP, Mesiar R, Pap E (2004) Triangular norms. Position paper I: basic analytical and algebraic properties. Fuzzy Sets Syst 143:5–26

    Article  MathSciNet  MATH  Google Scholar 

  • Klement EP, Mesiar R, Pap E (2010) A universal integral as common frame for Choquet and Sugeno integral. Fuzzy Syst IEEE Trans 18:178–187

    Article  Google Scholar 

  • Klir GJ, Folger TA (1988) Prentice-Hall, Englewood Cliffs, New Jersey

  • Pap E (1995) Null-additive set functions. Kluwer, Dordrecht

    MATH  Google Scholar 

  • Ralescu D, Adams G (1980) The fuzzy integral. J Math Anal Appl 75:562–570

  • Román-Flores H, Flores-Franulič A, Chalco-Cano Y (2007a) A Jensen type inequality for fuzzy integrals. Inf Sci 177:3192–3201

  • Román-Flores H, Flores-Franulič A, Chalco-Cano Y (2007b) The fuzzy integral for monotone functions. Appl Math Comput 185:492–498

    MathSciNet  MATH  Google Scholar 

  • Román-Flores H, Chalco-Cano Y (2006) \(H\)-continuity of fuzzy measures and set defuzzifincation. Fuzzy Sets Syst 157:230–242

    Article  MATH  Google Scholar 

  • Román-Flores H, Chalco-Cano Y (2007) Sugeno integral and geometric inequalities. Int J Uncertain Fuzz Knowl-Based Syst 15:1–11

    Article  MathSciNet  MATH  Google Scholar 

  • Sugeno M (1974) Theory of fuzzy integrals and its applications. Ph.d. dissertation, Tokyo Institute of Technology

  • Wang Z, Klir G (1992) Fuzzy measure theory. Plenum Press, New York

    Book  MATH  Google Scholar 

  • Wierzchon ST (1982) On fuzzy measure and fuzzy integral. Fuzzy information and decision processes. North-Holland, New York, pp 79–86

  • Wu L, Sun J, Ye X, Zhu L (2010) Hölder type inequality for Sugeno integral. Fuzzy Sets Syst 161:2337–2347

    Article  MathSciNet  MATH  Google Scholar 

  • Zhao R (1981) Fuzzy integral. J Math Res Expo 2:55–72

    MathSciNet  MATH  Google Scholar 

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Correspondence to Sadegh Abbaszadeh.

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Communicated by A. Di Nola.

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Abbaszadeh, S., Eshaghi, M. A Hadamard-type inequality for fuzzy integrals based on r-convex functions. Soft Comput 20, 3117–3124 (2016). https://doi.org/10.1007/s00500-015-1934-8

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