Abstract
In this paper, we consider a vector optimization problem involving approximately star-shaped functions. We formulate approximate vector variational inequalities in terms of Fréchet subdifferentials and solve the vector optimization problem. Under the assumptions of approximately straight functions, we establish necessary and sufficient conditions for a solution of approximate vector variational inequality to be an approximate efficient solution of the vector optimization problem. We also consider the corresponding weak versions of the approximate vector variational inequalities and establish various results for approximate weak efficient solutions.
Similar content being viewed by others
References
Jofré, A., Luc, D.T., Théra, M.: ε-subdifferential and ε-monotonicity. Nonlinear Anal. 33, 71–90 (1998)
Ngai, H.V., Luc, D.T., Théra, M.: Approximate convex functions. J. Nonlinear Convex Anal. 1(2), 155–176 (2000)
Ngai, H.V., Penot, J.-P.: Approximately convex functions and approximately monotone operators. Nonlinear Anal. 66, 547–564 (2007)
Ngai, H.V., Penot, J.-P.: Semismoothness and directional subconvexity of functions. Pac. J. Optim. 3(2), 323–344 (2007)
Hiriart-Urruty, J.-B.: A short proof of the variational principle for approximate solutions of a minimization problem. Am. Math. Mon. 90(3), 206–207 (1983)
Hiriart-Urruty, J.-B.: From convex optimization to nonconvex optimization. Necessary and sufficient conditions for global optimality. In: Clarke, F.H., Demyanov, V.F., Giannessi, F. (eds.) Nonsmooth Optimization and Related Topics. Ettore Majorana Internat. Sci. Ser. Phys. Sci., vol. 43, pp. 219–239. Plenum, New York (1989)
Jofré, A., Rockafellar, R.T., Wets, Roger, J.-B.: Variational inequalities and economic equilibrium. Math. Oper. Res. 32(1), 32–50 (2007)
Hiriart-Urruty, J.-B.: Generalized differentiability, duality and optimization for problems dealing with differences of convex functions. In: Ponstein, J. (ed.) Convexity and Duality in Optimization. Lecture Notes in Economics and Mathematical Systems, vol. 256, pp. 37–70 (1986)
Jofré, A., Luc, D.T., Théra, M.: ε-Subdifferential calculus for nonconvex functions and ε-monotonicity. C. R. Acad. Sci. Paris Sér. I Math. 323(7), 735–740 (1996)
Ngai, H.V., Luc, D.T., Théra, M.: Extensions of fréchet ε-subdifferential calculus and applications. J. Math. Anal. Appl. 268(1), 266–290 (2002)
Amahroq, T., Penot, J.-P., Syam, A.: On the subdifferentiability of difference of two functions and local minimization. Set-Valued Anal. 16, 413–427 (2008)
Penot, J.-P.: Softness, sleekness and regularity properties in nonsmooth analysis. Nonlinear Anal. 68(9), 2750–2768 (2008)
Penot, J.-P.: The directional subdifferential of the difference of two convex functions. J. Glob. Optim. 49(3), 505–519 (2011)
Giannessi, F.: Theorems of alternative, quadratic programs and complementarity problems. In: Cottle, R.W., Giannessi, F., Lions, J.-L. (eds.) Variational Inequalities and Complementarity Problems, pp. 151–186. Wiley, New York (1980)
Siddiqi, A.H., Ansari, Q.H., Ahmed, R.: On vector variational-like inequalities. Indian J. Pure Appl. Math. 28(8), 1009–1016 (1997)
Giannessi, F.: On Minty variational principle. In: Giannessi, F., Komlósi, S., Tapcsáck, T. (eds.) New Trends in Mathematical Programming, pp. 93–99. Kluwer Academic, Dordrecht (1998)
Yang, X.Q., Yang, X.M.: Vector variational-like inequalities with pseudoinvexity. Optimization 55(1–2), 157–170 (2006)
Komlósi, S.: On the stampacchia and minty variational inequalities. In: Giorgi, G., Rossi, F. (eds.) Generalized Convexity and Optimization for Economic and Financial Decisions, pp. 231–260. Pitagora Editrice, Bologna (1999)
Ruiz-Garzón, G., Osuna-Gómez, R., Rufián-Lizana, A.: Relationships between vector variational-like inequality and vector optimization problems. Eur. J. Oper. Res. 157, 113–119 (2004)
Mishra, S.K., Noor, M.A.: On vector variational-like inequality problems. J. Math. Anal. Appl. 311(1), 69–75 (2005)
Gang, X., Liu, S.: On Minty vector variational-like inequality. Comput. Math. Appl. 56, 311–323 (2008)
Mishra, S.K., Wang, S.Y.: Vector variational-like inequalities and nonsmooth vector optimization problems. Nonlinear Anal. 64, 1939–1945 (2006)
Mishra, S.K., Wang, S.Y., Lai, K.K.: On non-smooth α-invex functions and vector variational-like inequality. Optim. Lett. 2, 91–98 (2008)
Al-Homidan, S., Ansari, Q.H.: Generalized Minty vector variational-like inequalities and vector optimization problems. J. Optim. Theory Appl. 144, 1–11 (2010)
Mishra, S.K., Laha, V., Verma, R.U.: Generalized vector variational-like inequalities and nonsmooth vector optimization of radially (η,α)-continuous functions. Adv. Nonlinear Var. Inequal. 14(2), 1–18 (2011)
Parida, J., Sahoo, M., Kumar, A.: A variational-like inequality problem. Bull. Aust. Math. Soc. 39, 225–231 (1989)
Noor, M.A.: Variational-like inequalities. Optimization 30, 323–330 (1994)
Fang, Y.P., Huang, N.J.: Variational-like inequalities with generalized monotone mappings in Banach spaces. J. Optim. Theory Appl. 118, 327–338 (2003)
Ansari, Q.H.: On generalized vector variational-like inequalities. Ann. Sci. Math. Qué. 19(2), 131–137 (1995)
Ahmed, R., Husain, S.: Generalized multivalued vector variational-like inequalities. Adv. Nonlinear Var. Inequal. 4(1), 105–116 (2001)
Khan, M.F., Salahuddin: On generalized vector variational-like inequalities. Nonlinear Anal. 59, 879–889 (2004)
Ansari, Q.H.: A note on generalized vector variational-like inequalities. Optimization 41, 197–205 (1997)
Lee, B.S., Lee, G.M., Kim, D.S.: Generalized vector variational-like inequalities on locally convex Housdorff topological vector spaces. Indian J. Pure Appl. Math. 28(1), 33–41 (1997)
Mishra, S.K., Giorgi, G.: Invexity and Optimization. Springer, New York (2008)
Mishra, S.K., Wang, S.-Y., Lai, K.K.: V-Invex Functions and Vector Optimization. Springer, New York (2008)
Mishra, S.K., Wang, S.-Y., Lai, K.K.: Generalized Convexity and Vector Optimization. Springer, New York (2009)
Pareto, V.: Course d’Economie Politique. Rouge, Lausanne (1896)
Boţ, R.I., Nechita, D.-M.: On the Dini-Hadamard subdifferential of the difference of two functions. J. Glob. Optim. 50, 485–502 (2011)
Mishra, S.K., Laha, V.: On directionally approximately star-shaped functions and vector variational inequalities. J. Optim. Theory Appl. (submitted for publication)
Acknowledgements
The research of the second author is supported by the Council of Scientific and Industrial Research, New Delhi, Ministry of Human Resources Development, Government of India Grant 20-06/2010 (i) EU-IV.
Author information
Authors and Affiliations
Corresponding author
Additional information
Communicated by Guang-ya Chen.
Rights and permissions
About this article
Cite this article
Mishra, S.K., Laha, V. On Approximately Star-Shaped Functions and Approximate Vector Variational Inequalities. J Optim Theory Appl 156, 278–293 (2013). https://doi.org/10.1007/s10957-012-0124-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10957-012-0124-4