Abstract
In this paper, some notions of pointwise well-posedness for set optimization problems are introduced. Some relationships among these notions are established. Using a new nonlinear scalarization function, pointwise well-posed set optimization problems are characterized by means of a family of Tykhonov well-posed scalar optimization problems. Also, three classes of well-posed set optimization problems are identified.
Similar content being viewed by others
References
Bednarczuck EM (1987) Well posedness of vector optimization problem. In: Jahn J, Krabs W (eds.) Recent advances and historical development of vector optimization problems. Lecture Notes in Economics and Mathematical Systems, vol. 294, Springer, Berlin, pp 51–61
Bednarczuck EM (1994) An approach to well-posedness in vector optimization: consequences to stability and parametric optimization. Control Cybern 23:107–122
Beer G, Lucchetti R (1989) Minima of quasi-convex functions. Optimization 20:581–596
Chen GY, Jahn J (1998) Optimality conditions for set-valued optimization problems. Math Methods Oper Res 48:187–200
Corley HW (1987) Existence and Lagrangian duality for maximizations of set-valued functions. J Optim Theory Appl 54:498–501
Crespi GP, Kuroiwa D, Rocca M (2014) Convexity and global well-posedness in set-optimization. Taiwan J Math. doi:10.11650/tjm.18.2014.4120
Crespi GP, Kuroiwa D, Rocca M (2015) Quasiconvexity of set-valued maps assures well-posedness of robust vector optimization. Ann Oper Res. doi:10.1007/s10479-015-1813-9
Crespi GP, Guerraggio A, Rocca M (2007) Wellposedness in vector optimization problems and vector variational inequalities. J Optim Theory Appl 132:213–226
Dentcheva D, Helbig S (1996) On variational principles, level sets, well-posedness, and \(\varepsilon \)-solutions in vector optimization. J Optim Theory Appl 89:325–349
Dontchev AL, Zolezzi T (1993) Well-posed optimization problems. Lecture Notes in Mathematics, vol 1543. Springer, Berlin
Durea M (2007) Scalarization for pointwise well-posed vectorial problems. Math Methods Oper Res 66:409–418
Fang YP, Hu R, Huang NJ (2007) Extended B-well-posedness and property (H) for set-valued vector optimization with convexity. J Optim Theory Appl 135:445–458
Furi M, Vignoli A (1970) About well-posed optimization problems for functionals in metric spaces. J Optim Theory Appl 5:225–229
Gerth C, Weidner P (1990) Nonconvex separation theorems and some applications in vector optimization. J Optim Theory Appl 67:297–320
Gutiérrez C, Miglierina E, Molho E, Novo V (2012) Pointwise well-posedness in set optimization with cone proper sets. Nonlinear Anal 75:1822–1833
Ha TXD (2005) Lagrange multipliers for set-valued optimization problems associated with coderivatives. J Math Anal Appl 311:647–663
Ha TXD (2005) Some variants of the Ekeland variational principle for a set-valued map. J Optim Theory Appl 124:187–206
Hamel A, Löhne A (2006) Minimal element theorems and Ekelands principle with set relations. J Nonlinear Convex Anal 7:19–37
Hernández H, Rodríguez-Marín L (2007) Nonconvex scalarization in set optimization with set-valued maps. J Math Anal Appl 325:1–18
Huang XX (2001) Pointwise well-posedness of perturbed vector optimization problems in a vector-valued variational principle. J Optim Theory Appl 108:671–687
Huang XX (2001) Extended and strongly extended well-posedness of set-valued optimization problems. Math Methods Oper Res 53:101–116
Hu R, Fang YP (2007) Set-valued increasing-along-rays maps and well-posed set-valued star-shaped optimization. J Math Anal Appl 331:1371–1383
Jahn J (2013) Vectorization in set optimization. J Optim Theory Appl. doi:10.1007/s10957-013-0363-z
Jahn J, Ha TXD (2011) New order relations in set optimization. J Optim Theory Appl 148:209–236
Khoshkhabar-amiranloo S, Soleimani-damaneh M (2012) Scalarization of set-valued optimization problems and variational inequalities in topological vector spaces. Nonlinear Anal 75:1429–1440
Kuroiwa D (1997) Some criteria in set-valued optimization. Investigations on nonlinear analysis and convex analysis (Japanese) (Kyoto, 1996). Surikaisekikenkyusho Kokyuroku 985:171–176
Kuroiwa D (2001) On set-valued optimization. Nonlinear Anal 47:1395–1400
Kuroiwa D, Nuriya T (2006) A generalized embedding vector space in set optimization. In: Proceedings of the forth international conference on nonlinear and convex analysis, pp 297–304
Lalitha CS, Chatterjee P (2013) Well-posedness and stability in vector optimization problems using Henig proper efficiency. Optimization 62:155–165
Long XJ, Peng JW (2013) Generalized B-well-posedness for set optimization problems. J Optim Theory Appl 157:612–623
Luc DT (1989) Theory of vector optimization. Lecture Notes in Economics and Mathematical Systems, vol 319. Springer, Berlin
Lucchetti R (2006) Convexity and well-posed problems. In: Borwein J, Dilcher K (eds) CMS books in mathematics. Springer, NewYork
Miglierina E, Molho E, Rocca M (2005) Well-posedness and scalarization in vector optimization. J Optim Theory Appl 126:391–409
Rocca M (2006) Well-posed vector optimization problems and vector variational inequalities. J Inf Optim Sci 27(2):259–270
Sach PH (2012) New nonlinear scalarization functions and applications. Nonlinear Anal 75:2281–2292
Tykhonov AN (1966) On the stability of the functional optimization problems. USSR Comput Math Math Phys 6:28–33
Xu Y, Zhang P (2011) Well-posedness for tightly proper efficiency in set-valued optimization problems. Adv Pure Math 1:184–186
Zhang WY, Li SJ, Teo KL (2009) Well-posedness for set optimization problems. Nonlinear Anal 71:3769–3778
Acknowledgments
The authors would like to express their gratitude to the anonymous referees for their helpful comments on the first version of this paper.
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Khoshkhabar-amiranloo, S., Khorram, E. Pointwise well-posedness and scalarization in set optimization. Math Meth Oper Res 82, 195–210 (2015). https://doi.org/10.1007/s00186-015-0509-x
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00186-015-0509-x