Abstract
In this paper, we consider Levitin–Polyak type well-posedness for a general constrained vector optimization problem. We introduce several types of (generalized) Levitin–Polyak well-posednesses. Criteria and characterizations for these types of well-posednesses are given. Relations among these types of well-posedness are investigated. Finally, we consider convergence of a class of penalty methods under the assumption of a type of generalized Levitin–Polyak well-posedness.
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References
Bednarczuk E., Penot J.P. (1992) Metrically well-set minimization problems. Appl. Math. Optim. 26, 273–285
Bosch P., Jourani A., Henrion R. (2004) Sufficient conditions for error bounds and applications. Appl. Math. Optim. 50, 161–181
Deng S. (2003) Coercivity properties and well-posedness in vector optimization. RAIRO Oper. Res. 37, 195–208
Dontchev A.L., Rockafellar R.T. (2004) Regularity properties and conditioning in variational analysis and optimization. Set-Valued Analysis, 12, 79–109
Dontchev A.L., Zolezzi T. Well-Posed Optimization Problems, Lecture Notes in Mathematics, 1543. Springer, Berlin (1993)
Furi M., Vignoli A. (1970) About well-posed minimization problems for functionals in metric spaces. J. Optim. Theory Appl. 5, 225–229
Huang X.X. (2000) Extended well-posed properties of vector optimization problems. J. Optim. Theory Appl. 106, 165–182
Huang X.X., Yang X.Q. (2001) Duality and exact penalization for vector optimization via augmented Lagrangian. J. Optim. Theory Appl. 111, 615–640
Huang X.X., Yang X.Q., Teo K.L. (2004) Characterzing the nonemptiness and compactness of solution set of a convex optimization problem with cone constraints and applications. J. Optim. Theory Appl. 123: 391–407
Konsulova A.S., Revalski J.P. (1994) Constrained convex optimization problems-well-posedness and stability. Num. Funct. Anal. Optim. 15, 889–907
Kuratowski C. Topologie, vol. 1. Panstwowe Wydawnicto Naukowa, Warszawa, Poland (1958)
Levitin E.S, Polyak B.T. (1966) Convergence of minimizing sequences in conditional extremum problems. Soviet Math. Dokl. 7, 764–767
Luc D.T. (1989) Theory of Vector Optimization. Springer-Verlag, Berlin
Lucchetti R., Revalski J. (1995) (eds.) Recent Developments in Well-Posed Variational Problems. Kluwer Academic Publishers, Dordrecht
Pang J.S. (1997) Error bounds in mathematical programming. Math. Program. 79, 299–332
Tykhonov A.N. (1966) On the stability of the functional optimization problem. USSR Compt. Math. Math. Phys. 6: 28–33
Zolezzi T. (1996) Extended well-posedness of optimization problems. J. Optim. Theory Appl. 91, 257–266
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Huang, X.X., Yang, X.Q. Levitin–Polyak well-posedness of constrained vector optimization problems. J Glob Optim 37, 287–304 (2007). https://doi.org/10.1007/s10898-006-9050-z
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DOI: https://doi.org/10.1007/s10898-006-9050-z