Abstract
This survey paper discusses some new results on vector variational inequalities. It can serve as an elementary introduction to vector variational inequalities and vector optimization problems. The focus point is made on the results about connectedness structure of the solution sets, which are obtained by a scalarization method and properties of semi-algebraic sets. The first major theorem says that both Pareto solution set and weak Pareto solution set of a vector variational inequality, where the constraint set is polyhedral convex and the basic operators are given by polynomial functions, have finitely many connected components. The second major theorem asserts that both proper Pareto solution set and weak Pareto solution set of a vector variational inequality, where the convex constraint set is given by polynomial functions and all the components of the basic operators are polynomial functions, have finitely many connected components, provided that the Mangasarian-Fromovitz Constraint Qualification is satisfied at every point of the constraint set. In addition, it has been established that if the proper Pareto solution set is dense in the Pareto solution set, then the latter also has finitely many connected components. Consequences of the results for vector optimization problems are shown.
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Aubin, J.-P., Frankowska, H.: Set-valued Analysis. Reprint of the 1990 edition. Birkhauser̈, Boston (2009)
Bochnak, R., Coste, M., Roy, M.F.: Real Algebraic Geometry. Spinger, Berlin (1998)
Chen, G.-Y., Huang, X.X., Yang, X.Q.: Vector Optimization. Set-Valued and Variational Analysis. Springer (2005)
Chen, G.Y., Yang, X.Q.: The complementarity problems and their equivalence with the weak minimal element in ordered spaces. J. Math. Anal. Appl. 153, 136–158 (1990)
Choo, E.U., Atkins, D.R.: Bicriteria linear fractional programming. J. Optim. Theory Appl. 36, 203–220 (1982)
Choo, E.U., Atkins, D.R.: Connectedness in multiple linear fractional programming. Manag. Sci. 29, 250–255 (1983)
Clarke, F.H.: Optimization and Nonsmooth Analysis. Reprint of the 1983 edition. SIAM, Philadelphia (1990)
Facchinei, F., Pang, J.-S.: Finite-Dimensional Variational Inequalities and Complementarity Problems, Vols. I and II. Springer, New York (2003)
Giannessi, F.: Theorems of alternative, quadratic programs and complementarity problems. In: Cottle, R.W., Giannessi, F., Lions, J.-L (eds.) Variational Inequality and Complementarity Problems, pp 151–186. Wiley, New York (1980)
Giannessi, F. (ed.): Vector Variational Inequalities and Vector Equilibria. Kluwer Academic Publishers, Dordrecht (2000)
Giannessi, F., Mastroeni, G., Pellegrini, L.: On the theory of vector optimization and variational inequalities. Image space analysis and separation. In: Giannessi, F. (ed.) Vector Variational Inequalities and Vector Equilibria, pp 153–215. Kluwer Academic Publishers, Dordrecht (2000)
Hiriart-Urruty, J.-B.: Mathematical faits divers [a note written for “Journees Fermat 85”; translated from French by Ponstein, J.]
Hoa, T.N., Phuong, T.D., Yen, N.D.: Linear fractional vector optimization problems with many components in the solution sets. J. Industr. Manag. Optim. 1, 477–486 (2005)
Hoa, T.N., Phuong, T.D., Yen, N.D.: On the parametric affine variational inequality approach to linear fractional vector optimization problems. Vietnam J. Math. 33, 477–489 (2005)
Hoa, T.N., Huy, N.Q., Phuong, T.D., Yen, N.D.: Unbounded components in the solution sets of strictly quasiconcave vector maximization problems. J. Glob. Optim. 37, 1–10 (2007)
Huong, N.T.T., Hoa, T.N., Phuong, T.D., Yen, N.D.: A property of bicriteria affine vector variational inequalities. Appl. Anal. 10, 1867–1879 (2012)
Huong, N.T.T., Yao, J.-C., Yen, N.D.: Connectedness structure of the solution sets of vector variational inequalities. Preprint, submitted (2015)
Huong, N.T.T., Yao, J.-C., Yen, N.D.: Polynomial vector variational inequalities under polynomial constraints and applications. Preprint, accepted for publication in SIAM Journal on Optimization (2016)
Huy, N.Q., Yen, N.D.: Remarks on a conjecture of J. Benoist. Nonlinear Anal. Forum 9, 109–117 (2004)
Huy, N.Q., Yen, N.D.: Minimax variational inequalities. Acta Math. Vietnam. 36, 265–281 (2011)
Jahn, J.: Vector Optimization. Theory, Applications, and Extensions, 2nd edn. Springer (2011)
Kelley, J.L.: General Topology. D. Van Nostrand, New York (1955)
Khanh, P.D.: Solution methods for pseudomonotone variational inequalitites. Ph.D. thesis. Institute of Mathematics, VAST, Hanoi (2015)
Khanh, P.D., Vuong, P.T.: Modified projection method for strongly pseudomonotone variational inequalities. J. Glob. Optim. 58, 341–350 (2014)
Kinderlehrer, D., Stampacchia, G.: An Introduction to Variational Inequalities and Their Applications. Academic, New York (1980)
Khobotov, E.N.: A modification of the extragradient method for solving variational inequalities and some optimization problems (in Russian). Zh. Vychisl. Mat. i Mat. Fiz. 27, 1462–1473 (1987)
Korpelevich, G.M.: The extragradient method for finding saddle points and other problems (in Russian). Ekonom. i Mat. Metody 12, 747–756 (1977). English translation in Matekon 13, 35–49
Lee, G.M., Kim, D.S., Lee, B.S., Yen, N.D.: Vector variational inequalities as a tool for studying vector optimization problems. Nonlinear Anal. 34, 745–765 (1998)
Lee, G.M., Tam, N.N., Yen, N.D.: Quadratic Programming and Affine Variational Inequalities: A Qualitative Study. Series: Nonconvex Optimization and Its Applications, Vol. 78. Springer, New York (2005)
Lee, G.M., Yen, N.D.: A result on vector variational inequalities with polyhedral constraint sets. J. Optim. Theory Appl. 109, 193–197 (2001)
Lipschutz, S.: Theory and Problems of General Topology. Schaum Publishing Company, New York (1965)
Luc, D.T.: Theory of Vector Optimization. Springer (1989)
Mangasarian, O.L., Fromovitz, S.: The Fritz John necessary optimality conditions in the presence of equality and inequality constraints. J. Math. Anal. Appl. 17, 37–47 (1967)
Martinet, B.: Regularisation d’inéquations variationelles parapproximations successives. Revue Française Automatique Informatique et Recherche Opérationelle 4, 154–159 (1970)
Malivert, C.: Multicriteria fractional programming. In: Sofonea, M., Corvellec, J.N. (eds.) Proceedings of the 2nd Catalan days on applied mathematics, pp 189–198. Presses Universitaires de Perpinan (1995)
Robinson, S.M.: Generalized equations and their solutions, Part I: basic theory. Math. Program. Study 10, 128–141 (1979)
Rockafellar, R.T.: Convex Analysis. Princeton University Press, Princeton (1970)
Rockafellar, R.T.: Monotone operators and the proximal point algorithm. SIAM J. Control Optim. 14, 877–898 (1976)
Song, W.: Generalized vector variational inequalities. In: Giannessi, F. (ed.) Vector Variational Inequalities and Vector Equilibria, pp 381–401. Kluwer Academic Publishers, Dordrecht (2000)
Song, W.: Vector equilibrium problems with set-valued mappings. In: Giannessi, F (ed.) Vector Variational Inequalities and Vector Equilibria, pp 403–422. Kluwer Academic Publishers, Dordrecht (2000)
Steuer, R.E.: Multiple Criteria Optimization: Theory, Computation and Application. Wiley, New York (1986)
Tam, N.N., Yao, J.-C., Yen, N.D.: Solution methods for pseudomonotone variational inequalities. J. Optim. Theory Appl. 138, 253–273 (2008)
Thanh Hao, N.: Tikhonov regularization algorithm for pseudomonotone variational inequalities. Acta Math. Vietnam. 31, 283–289 (2006)
Tseng, P.: On linear convergence of iterative methods for the variational inequality problem. J. Compt. Appl. Math. 60, 237–252 (1995)
Vasilev, F.P.: Numerical Methods for Solving Extremal Problems (in Russian), 2nd edn. Moscow, Nauka (1988)
Vial, J.-P.: Strong and weak convexity of sets and functions. Math. Oper. Res. 8, 231–259 (1983)
Yen, N.D.: Linear fractional and convex quadratic vector optimization problems. In: Ansari, Q.H., Yao, J.-C. (eds.) Recent Developments in Vector Optimization, pp 297–328. Springer (2012)
Yen, N.D., Lee, G.M.: On monotone and strongly monotone vector variational inequalities. In: Giannessi, F (ed.) Vector Variational Inequalities and Vector Equilibria, pp 467–478. Kluwer Academic Publishers, Dordrecht (2000)
Yen, N.D., Phuong, T.D.: Connectedness and stability of the solution set in linear fractional vector optimization problems. In: Giannessi, F (ed.) Vector Variational Inequalities and Vector Equilibria, pp 479–489. Kluwer Academic Publishers, Dordrecht (2000)
Yen, N.D., Yao, J.-C.: Monotone affine vector variational inequalities. Optimization 60, 53–68 (2011)
Acknowledgments
The author was supported by Project VAST.HTQT.PHAP.02/14-15. He thanks Prof. Jen-Chih Yao and Dr. Nguyen Thi Thu Huong for the successful research collaboration, and Mr. Vu Xuan Truong for useful discussions on connectedness structure of semi-algebraic sets. Proposition 1 in this paper is due to Mr. Vu Trung Hieu.
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Dedicated to Professor Franco Giannessi on the occasion of his 80th birthday
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Yen, N.D. An Introduction to Vector Variational Inequalities and Some New Results. Acta Math Vietnam 41, 505–529 (2016). https://doi.org/10.1007/s40306-015-0168-2
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DOI: https://doi.org/10.1007/s40306-015-0168-2
Keywords
- Vector variational inequality
- Vector optimization problem
- Fermat’s rules
- Solution set
- Scalarization
- Semi-algebraic set
- Connectedness structure