Abstract
Second-order convex functions were introduced by Mond (Opsearch 11(2–3):90–99, 1974) in order to deal with second-order duality. Then that notion was generalized again and again, using more and more parameters introduced using several quantifiers. In the present paper, we show that most of these notions have quite simple intrinsic characterizations. This paper can be viewed as a continuation of our paper (Zălinescu in An Ştiinţ Univ Al I Cuza Iaşi Secţ I a Mat 35(3):213–220, 1989) in which we characterized generalized bonvex functions.
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References
Mond, B.: Second order duality for nonlinear programs. Opsearch 11(2–3), 90–99 (1974)
Bector, C.R., Bector, M.K.: On various duality theorems for second order duality in nonlinear programming. Cahiers Centre Études Rech. Opér. 28(4), 283–292 (1986)
Bector, C.R., Chandra, S.: (Generalized)-bonvex functions and second order duality in mathematical programming. Technical Report 85-2, Department of Actuarial and Management Sciences, University of Manitoba, Winnipeg, Manitoba, Canada (1985)
Zălinescu, C.: On some types of second order convexity. An. Ştiinţ. Univ. Al. I. Cuza Iaşi Secţ. I a Mat. 35(3), 213–220 (1989)
Sommer, C.: Geometrical and topological properties of a parameterized binary relation in vector optimization. J. Optim. Theory Appl. 163(3), 815–840 (2014)
Mahajan, D.G., Vartak, M.N.: Generalization of some duality theorems in nonlinear programming. Math. Program. 12(3), 293–317 (1977)
Antczak, T.: Second order convexity and a modified objective function method in mathematical programming. Control Cybern. 36(1), 161–182 (2007)
Husain, I., Masoodi, M.: Second order duality in mathematical programming with support functions. J. Inform. Math. Sci. 1(2–3), 183–197 (2009)
Martos, B.: Nonlinear Programming. North-Holland Publishing Co., Amsterdam-Oxford; American Elsevier Publishing Co., Inc., New York (1975)
Husain, I., Ahmed, A., Masoodi, M.: Mixed type second order symmetric duality in multiobjective programming. J. Inform. Math. Sci. 1(2–3), 165–182 (2009)
Husain, I., Rueda, N.G., Jabeen, Z.: Fritz John second-order duality for nonlinear programming. Appl. Math. Lett. 14(4), 513–518 (2001)
Yang, X.M., Yang, X.Q., Teo, K.L.: Huard type second-order converse duality for nonlinear programming. Appl. Math. Lett. 18(2), 205–208 (2005)
Gulati, T.R., Agarwal, D.: On Huard type second-order converse duality in nonlinear programming. Appl. Math. Lett. 20(10), 1057–1063 (2007)
Ahmad, I., Husain, Z.: Second order fractional symmetric duality. Southeast Asian Bull. Math. 38(1), 1–10 (2014)
Devi, G.: Symmetric duality for nonlinear programming problem involving \(\eta \)-bonvex functions. Eur. J. Oper. Res. 104(3), 615–621 (1998)
Antczak, T.: A modified objective function method in mathematical programming with second order invexity. Numer. Funct. Anal. Optim. 28(1–2), 1–12 (2007)
Antczak, T.: A second order \(\eta \)-approximation method for constrained optimization problems involving second order invex functions. Appl. Math. 54(5), 433–445 (2009)
Antczak, T.: Saddle points criteria via a second order \(\eta \)-approximation approach for nonlinear mathematical programming involving second order invex functions. Kybernetika (Prague) 47(2), 222–240 (2011)
Hu, Q., Chen, Y., Jian, J.: Second-order duality for non-differentiable minimax fractional programming. Int. J. Comput. Math. 89(1), 11–16 (2012)
Hu, Q., Yang, G., Jian, J.: On second order duality for minimax fractional programming. Nonlinear Anal. Real World Appl. 12(6), 3509–3514 (2011)
Bector, C.R., Chandra, S.: Generalized bonvexity and higher order duality for fractional programming. Opsearch 24, 143–154 (1987)
Husain, Z., Ahmad, I., Sharma, S.: Second order duality for minmax fractional programming. Optim. Lett. 3(2), 277–286 (2009)
Zalmai, G.J.: Second-order parameter-free duality models in semi-infinite minmax fractional programming. Numer. Funct. Anal. Optim. 34(11), 1265–1298 (2013)
Zalmai, G.J.: Second-order univex functions and generalized duality models for multiobjective programming problems containing arbitrary norms. J. Korean Math. Soc. 50(4), 727–753 (2013)
Gupta, S.K., Dangar, D.: On second-order duality for nondifferentiable minimax fractional programming. J. Comput. Appl. Math. 255, 878–886 (2014)
Pandey, S.: Duality for multiobjective fractional programming involving generalized \(\eta \)-bonvex functions. Opsearch 28(1), 36–43 (1991)
Suneja, S.K., Lalitha, C.S., Khurana, S.: Second order symmetric duality in multiobjective programming. Eur. J. Oper. Res. 144(3), 492–500 (2003)
Ahmad, I., Husain, Z.: On nondifferentiable second order symmetric duality in mathematical programming. Indian J. Pure Appl. Math. 35(5), 665–676 (2004)
Ahmad, I., Husain, Z.: On multiobjective second order symmetric duality with cone constraints. Eur. J. Oper. Res. 204(3), 402–409 (2010)
Ahmad, I.: Second order symmetric duality in nondifferentiable multiobjective programming. Inform. Sci. 173(1–3), 23–34 (2005)
Gulati, T.R., Gupta, S.K.: Wolfe type second-order symmetric duality in nondifferentiable programming. J. Math. Anal. Appl. 310(1), 247–253 (2005)
Gulati, T.R., Gupta, S.K.: Second-order symmetric duality for minimax mixed integer programs over cones. Int. J. Oper. Res. (Taichung) 4(3), 181–188 (2007)
Gulati, T.R., Gupta, S.K., Ahmad, I.: Second-order symmetric duality with cone constraints. J. Comput. Appl. Math. 220(1–2), 347–354 (2008)
Gulati, T.R., Saini, H., Gupta, S.K.: Second-order multiobjective symmetric duality with cone constraints. Eur. J. Oper. Res. 205(2), 247–252 (2010)
Gulati, T.R., Mehndiratta, G.: Nondifferentiable multiobjective Mond–Weir type second-order symmetric duality over cones. Optim. Lett. 4(2), 293–309 (2010)
Kailey, N., Gupta, S.K., Dangar, D.: Mixed second-order multiobjective symmetric duality with cone constraints. Nonlinear Anal. Real World Appl. 12(6), 3373–3383 (2011)
Hu, Q., Yang, G., Chen, Y., Jian, J.: Mixed type second-order symmetric duality for nonlinear programming problems involving \(\eta \)-bonvex functions. J. Comput. Anal. Appl. 14(2), 283–289 (2012)
Mishra, S.K., Rueda, N.G.: Second-order duality for nondifferentiable minimax programming involving generalized type I functions. J. Optim. Theory Appl. 130(3), 477–486 (2006)
Padhan, S.K., Nahak, C.: Second-order symmetric duality with generalized invexity. In: Topics in Nonconvex Optimization, Springer Optimization and Its Applications, vol. 50, pp. 205–214. Springer, New York (2011)
Mishra, S.K.: Multiobjective second order symmetric duality with cone constraints. European J. Oper. Res. 126(3), 675–682 (2000)
Egudo, R.R., Hanson, M.A.: Second order duality in multiobjective programming. Technical Report M-886, Department of Statistics, Florida State University, Tallahassee, Florida, 32306–3033. www.stat.fsu.edu/techreports/scannedinreports/M886 (1993)
Aghezzaf, B., Naimi, M.: Duality for multiobjective programming involving generalized second order \(V\)-invexity. J. Math. Sci. Adv. Appl. 3(2), 267–278 (2009)
Gupta, S.K., Dangar, D., Kumar, S.: Second-order duality for a nondifferentiable minimax fractional programming under generalized \(\alpha \)-univexity. J. Inequal. Appl. 187, 1–11 (2012)
Yang, X.M., Yang, X.Q., Teo, K.L., Hou, S.H.: Second-order duality for nonlinear programming. Indian J. Pure Appl. Math. 35(5), 699–708 (2004)
Yang, X.M., Yang, X.Q., Teo, K.L.: Non-differentiable second order symmetric duality in mathematical programming with \(F\) -convexity. Eur. J. Oper. Res. 144(3), 554–559 (2003)
Yang, X.M., Yang, X.Q., Teo, K.L., Hou, S.H.: Second order symmetric duality in non-differentiable multiobjective programming with \(F\)-convexity. Eur. J. Oper. Res. 164(2), 406–416 (2005)
Hachimi, M., Aghezzaf, B.: Second order duality in multiobjective programming involving generalized type I functions. Numer. Funct. Anal. Optim. 25(7–8), 725–736 (2004)
Ahmad, I., Husain, Z., Sharma, S.: Second-order duality in nondifferentiable minmax programming involving type-I functions. J. Comput. Appl. Math. 215(1), 91–102 (2008)
Ahmad, I., Husain, Z.: Nondifferentiable second order symmetric duality in multiobjective programming. Appl. Math. Lett. 18(7), 721–728 (2005)
Ahmad, I., Husain, Z., Al-Homidan, S.: Second-order duality in nondifferentiable fractional programming. Nonlinear Anal. Real World Appl. 12(2), 1103–1110 (2011)
Ahmad, I., Husain, Z.: Second order \((F,\alpha,\rho, d)\) -convexity and duality in multiobjective programming. Inform. Sci. 176(20), 3094–3103 (2006)
Ahmad, I., Husain, Z.: Erratum to “Second order \((F, \alpha, \rho, d)\)-convexity and duality in multiobjective programming” [Inform. Sci. 176 (2006) 3094–3103] [MR2247618]. Inform. Sci. 181(16), 3532 (2011)
Ahmad, I.: Second order nondifferentiable minimax fractional programming with square root terms. Filomat 27(1), 135–142 (2013)
Gupta, S.K., Dangar, D.: Second-order duality for nondifferentiable minimax fractional programming involving (\({F},\rho \))-convexity. In: Proceedings of the International Multi Conference of Engineers and Computer Scientists, vol. II, Hong Kong, pp. 1501–1506. (2012)
Gulati, T.R., Verma, K.: Mixed type second-order symmetric duality under \(F\)-convexity. Int. J. Optim. Control, Theor. Appl. (IJOCTA) 3(1), 1–5 (2013)
Gupta, S., Kailey, N.: Multiobjective second-order mixed symmetric duality with a square root term. Appl. Math. Comput. 218(14), 7602–7613 (2012)
Aghezzaf, B.: Second order mixed type duality in multiobjective programming problems. J. Math. Anal. Appl. 285(1), 97–106 (2003)
Gulati, T.R., Agarwal, D.: Second-order duality in multiobjective programming involving \((F,\alpha,\rho, d)\)-\(V\)-type I functions. Numer. Funct. Anal. Optim. 28(11–12), 1263–1277 (2007)
Pandian, P., Natarajan, G.: Second order \((b, F)\) -convexity in multiobjective nonlinear programming. Int. J. Math. Anal. (Ruse) 4(5–8), 303–314 (2010)
Pandian, P., Natarajan, G.: Multiobjective nonlinear programming problems involving second order \((b, F)\)-type I functions. J. Phys. Sci. 13, 135–147 (2009)
Antczak, T., Zalmai, G.J.: Second order \((\varPhi ,\rho )\text{- }V\)-invexity and duality for semi-infinite minimax fractional programming. Appl. Math. Comput. 227, 831–856 (2014)
Acknowledgments
We thank Prof. M. Durea for his remarks on a previous version of the manuscript. This research was supported by the Grant PN-II-ID-PCE-2011-3-0084, CNCS-UEFISCDI, Romania.
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Zălinescu, C. On Second-Order Generalized Convexity. J Optim Theory Appl 168, 802–829 (2016). https://doi.org/10.1007/s10957-015-0820-y
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DOI: https://doi.org/10.1007/s10957-015-0820-y