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Abstract
In infinite-dimensional spaces, we investigate a set-valued system from the image perspective. By exploiting the quasi-interior and the quasi-relative interior, we give some new equivalent characterizations of (proper, regular) linear separation and establish some new sufficient and necessary conditions for the impossibility of the system under new assumptions, which do not require the set to have nonempty interior. We also present under mild assumptions the equivalence between (proper, regular) linear separation and saddle points of Lagrangian functions for the system. These results are applied to obtain some new saddle point sufficient and necessary optimality conditions of vector optimization problems.
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References
Giannessi, F.: Constrained Optimization and Image Space Analysis. Springer, New York (2005)
Giannessi, F., Rapcsák, T.: Images, separation of sets and extremum problems. In: Recent Trends in Optimization Theory and Applications. World Scientific Series in Applicable Analysis vol. 5, pp. 79–106 (1995)
Li, J., Mastroeni, G.: Image convexity of generalized systems with infinite dimensional image and applications. J. Optim. Theory Appl.169, 91–115 (2016)
Mastroeni, G., Rapcsák, T.: On convex generalized systems. J. Optim. Theory Appl.104, 605–627 (2000)
Castellani, M., Mastroeni, G., Pappalardo, M.: On regularity for generalized systems and applications. In: Di Pillo, G., Giannessi, F. (eds.) Nonlinear Optimization and Applications, pp. 13–26. Plenum Publishing Corporation, New York (1996)
Guu, S.M., Li, J.: Vector quasi-equilibrium problems: separation, saddle points and error bounds for the solution set. J. Global Optim.58, 751–767 (2014)
Li, J., Feng, S.Q., Zhang, Z.: A unified approach for constrained extremum problems: image space analysis. J. Optim. Theory Appl.159, 69–92 (2013)
Li, J., Huang, N.J.: Image space analysis for variational inequalities with cone constraints and applications to traffic equilibria. Sci. China Math.55, 851–868 (2012)
Zhu, S.K., Li, S.J.: Unified duality theory for constrained extremum problems. Part I: image space analysis. J. Optim. Theory Appl.161, 738–762 (2014)
Zhu, S.K., Li, S.J.: Unified duality theory for constrained extremum problems. Part II: special duality schemes. J. Optim. Theory Appl.161, 763–782 (2014)
Carathéodory, M.: Calculus of Variations and Partial Differential Equations of the First Order. Chelsea Publ. Co., New York (1982). Translation of the volume “Variationsrechnung und Partielle Differential Gleichungen Erster Ordnung”. B.G. Teubner, Berlin (1935)
Bellman, R.: Dynamic Programming. Princeton University Press, Princeton (1957)
Giannessi, F.: Theorems of the alternative and optimality conditions. J. Optim. Theory Appl.42, 331–365 (1984)
Castellani, G., Giannessi, F.: Decomposition of mathematical programs by means of theorems of alternative for linear and nonlinear systems. In: Survey of Mathematical Programming (Proceedings of the Ninth International Mathematical Programming Symposium. Budapest, 1976), vol. 2, pp. 423–439. North-Holland, Amsterdam (1979)
Hestenes, M.R.: Optimization Theory: The Finite Dimensional Case. Wiley, New York (1975)
Borwein, J.M., Lewis, A.S.: Partially finite convex programming, part I: quasi-relative interiors and duality theory. Math. Program. Ser. B.57, 15–48 (1992)
Daniele, P., Giuffrè, S., Idone, G., Maugeri, A.: Infinite dimensional duality and applications. Math. Ann.339, 221–239 (2007)
Maugeri, A., Raciti, F.: Remarks on infinite dimensional duality. J. Global Optim.46, 581–588 (2010)
Limber, M.A., Goodrich, R.K.: Quasi onteriors, Lagrange multipliers, and\(L^p\) spectral estimation with lattice bounds. J. Optim. Theory Appl.78, 143–161 (1993)
Boţ, R.I., Csetnek, E.R., Wanka, G.: Regularity conditions via quasi-relative interior in convex programming. SIAM J. Optim.19, 217–233 (2008)
Boţ, R.I., Csetnek, E.R., Moldovan, A.: Revisiting some duality theorems via the quasirelative interior in convex optimization. J. Optim. Theory Appl.139, 67–84 (2008)
Cammaroto, F., Di Bella, B.: Separation theorem based on the quasirelative interior and application to duality theory. J. Optim. Theory Appl.125, 223–229 (2005)
Flores-Bazán, F., Mastroeni, G.: Strong duality in cone constrained nonconvex optimization. SIAM J. Optim.23, 153–169 (2013)
Tasset, T. N.: Lagrange multipliers for set-valued functions when ordering cones have empty interior. Thesis (Ph.D.), University of Colorado at Boulder. ProQuest LLC, Ann Arbor, MI (2010)
Zălinescu, C.: On the use of the quasi-relative interior in optimization. Optimzation64, 1795–1823 (2015)
Borwein, J.M., Goebel, R.: Notions of relative interior in Banach spaces. J. Math. Sci. (N. Y.)115, 2542–2553 (2003)
Bonnans, J.F., Shapiro, A.: Perturbation Analysis of Optimization Problems. Springer, New York (2000)
Jahn, J.: Vector Optimization. Theory, Applications, and Extensions. Springer, Berlin (2011)
Zălinescu, C.: Convex Analysis in General Vector Spaces. World Scientific, River Edge (2002)
Giannessi, F.: Theorems of the alternative for multifunctions with applications to optimization: general results. J. Optim. Theory Appl.55, 233–256 (1987)
Borwein, J.M.: A multivalued approach to the Farkas lemma. Point-to-set maps and mathematical programming. Math. Programm. Stud.10, 42–47 (1979)
Borwein, J.M.: Multivalued convexity and optimization: a unified approach to inequality and equality constraints. Math. Programm.13, 183–199 (1977)
Khan, A.A., Tammer, C., Zălinescu, C.: Set-Valued Optimization. An introduction with Applications. Vector Optimization. Springer, Heidelberg (2015)
Zhou, Z.A., Yang, X.M.: Optimality conditions of generalized subconvex like set-valued optimization problems based on the quasi-relative interior. J. Optim. Theory Appl.150, 327–340 (2011)
Guu, S.M., Huang, N.J., Li, J.: Scalarization approaches for set-valued vector optimization problems and vector variational inequalities. J. Math. Anal. Appl.356, 564–576 (2009)
Schaefer, H.H.: Topological Vector Spaces. Springer, New York (1980)
Breckner, W.W., Kassay, G.: A systematization of convexity concepts for sets and functions. J. Convex Anal.4, 109–127 (1997)
Rockafellar, R.T.: Convex Analysis. Princeton University Press, Princeton (1970)
Flores-Bazán, F., Flores-Bazán, F., Vera, C.: A complete characterization of strong duality in nonconvex optimization with a single constraint. J. Global Optim.53, 185–201 (2012)
Giannessi, F., Mastroeni, G.: Separation of sets and Wolfe duality. J. Global Optim.42, 401–412 (2008)
Holmes, R.B.: Geometric Functional Analysis and Its Applications. Springer, New York (1975)
Jabri, Y.: The Mountain Pass Theorem. Cambridge University Press, Cambridge (2003)
Rockafellar, R.T., Wets, R.J.-B.: Variational Analysis. Springer, Berlin (1998)
Giannessi, F., Mastroeni, G., Yao, J.C.: On maximum and variational principles via image space analysis. Positivity16, 405–427 (2012)
Courant, R.: Dirichlet Principle, Conformal Mappings and Minimal Surfaces. Interscience, New York (1950)
Shi, S.Z.: Convex Analysis. Shanghai Science and Technology Press, Shanghai (1990)
You, Z.Y., Gong, H.Y., Xu, Z.B.: Nonlinear Analysis. Xi’an Jiaotong University Press, Xi’an (1991)
Acknowledgements
The authors greatly appreciate three anonymous referees for their useful comments and suggestions, which have helped to improve an early version of the paper. The authors also greatly appreciate Dr. G. Mastroeni for his valuable suggestions on the last part of Sect. 5. The research was supported by the National Natural Science Foundation of China, Project 11371015; the Key Project of Chinese Ministry of Education, Project 211163; and Sichuan Youth Science and Technology Foundation, Project 2012JQ0032.
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College of Mathematics and Information, China West Normal University, Nanchong, 637009, Sichuan, China
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Li, J., Yang, L. Set-Valued Systems with Infinite-Dimensional Image and Applications.J Optim Theory Appl179, 868–895 (2018). https://doi.org/10.1007/s10957-016-1041-8
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