Abstract
In the present paper, we will study the solution stability of parametric variational conditions
where M and Λ are topological spaces, \({f : M \times R^n \to R^n}\) is a function, \({K : \Lambda\to 2^{R^n}}\) is a multifunction and N K(λ)(x) is the value at x of the normal cone operator associated with the set K(λ). By using the degree theory and the natural map we show that under certain conditions, the solution map of the problem is lower semicontinuous with respect to parameters (μ,λ). Our results are different versions of Robinson’s results [15] and proved directly without the homeomorphic result between the solution sets.
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References
Cioranescu I. Geometry of Banach Spaces Duality Mappings and Nonlinear Problems. Kluwer Academic Publishers (1990)
Dafermos S. (1988) Sensitivity analysis in variational inequalities. Math. Oper. Res. 13, 421–434
Deimling, K.: Nonlinear Functional Analysis. Springer-Verlag (1985)
Domokos A. (1999) Solution sensitivity of variational inequalities. J. Math. Math. Appl. 230, 382–389
Facchinei F., Pang J.-S. (2003) Finite-dimensional Variational Inequalities and Complimentarity Problems. Springer, New York
Fonseca, I., Gangbo, W.: Degree Theory in Analysis and Applications. Oxford (1995).
Isac, G.: Leray-Schauder Type Alternatives, Complementary Problems and Variational Inequalities, (accepted for publication in Springer)
Kien B.T. (2002) On the metric projection onto a family of closed convex sets in a uniformly convex Banach space. Nonlinear Anal. Forum 7, 93–102
Levy A.B., Rockafellar R.T. (1994) Sensitivity analysis of solutions to generalized equations. Trans. Am. Math. Soc. 345, 661–671
Levy A.B., Poliquin R.A., Rockafellar R. (2000) Stability of locally optimal solutions. SIAM J. Control Optim. 10, 580–604
Levy A.B., Mordukhovich B.S. (2004) Coderivatives in parametric optimization. Math. Program. 99, 311–327
LLoyd, N.G.: Degree Theory. Cambridge University Press (1978)
Mangasarian O.L., Shiau T.-H. (1987) Lipschitz continuity of solutions of linear inequalities, programs and complementarity problems. SIAM J. Control Optim. 25, 583–595
Robinson, S.M.: Aspect of the projector on prox-regular sets. In: Giannessi, F., Maugeri, A. (eds.) Variational Analysis and Applications, pp. 963–973. springer SBM, New York (2005)
Robinson S.M. (2004) Localized normal maps and the stability of variational conditions. Set-Valued Anal. 12, 259–274
Robinson, S.M.: Errata to “Localized normal maps and the stability of variational inclusions” (Set-Valued Analysis 12 (2004) 259–274. Set-Valued Anal. 14, 207 (2006)
Robinson S.M. (1991) An implicit-function theorem for a class of nonsmooth functions. Math. Oper. Res. 16, 292–309
Rockafellar R.T., Wets R.J. (1998) Variational Analysis. Springer, Berlin
Yen N.D. (1995a) Hölder continuity of solution to a parametric variational inequality. Appl. Math. Optim. 31, 245–255
Zeidler, E.: Nonlinear Functional Analysis and its Application, I Fixed-Point Theorems. Springer-Verlag (1993)
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B. T. Kien was on leave from the National University of Civil Engineering, 55 Giai Phong, Hanoi, Vietnam.
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Kien, B.T., Wong, M.M. On the solution stability of variational inequalities. J Glob Optim 39, 101–111 (2007). https://doi.org/10.1007/s10898-006-9125-x
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DOI: https://doi.org/10.1007/s10898-006-9125-x