Abstract
This paper studies the system of constraint qualifications tailored for mathematical programs with equilibrium constraints. The main focuses are on the relations among them and their local preservation property. After giving a relaxed version of the constant positive linear dependence constraint qualification for mathematical programs with equilibrium constraints, we establish some new relations among the tailored constraint qualifications. Then, we investigate their local preservation property. Finally, we present several results on the isolatedness of local minimizers. The paper contains some proof techniques that seem to be new in the literature of mathematical programs with equilibrium constraints. The obtained results complement and improve some recent ones in this direction.
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References
Luo, Z.-Q., Pang, J.-S., Ralph, D.: Mathematical Programs with Equilibrium Constraints. Cambridge University Press, Cambridge (1996)
Outrata, J.V., Kocvara, M., Zowe, J.: Nonsmooth Approach to Optimization Problems with Equilibrium Constraints: Theory, Applications and Numerical Results. Kluwer Academic Publishers, Boston (1998)
Bard, J.F.: Practical Bilevel Optimization: Algorithms and Applications. Kluwer Academic Publishers, Dordrecht (1998)
Dempe, S.: Foundations of Bilevel Programming. Kluwer Academic Publishers, Dordrecht (2002)
Chieu, N.H., Lee, G.M.: A relaxed constant positive linear dependence constraint qualification for mathematical programs with equilibrium constraints. J. Optim. Theory Appl. 158, 11–32 (2013)
Guo, L., Lin, G.-H.: Notes on some constraint qualifications for mathematical programs with equilibrium constraints. J. Optim. Theory Appl. 156, 600–616 (2013)
Guo, L., Lin, G.-H., Ye, J.J.: Second-order optimality conditions for mathematical programs with equilibrium constraints. J. Optim. Theory Appl. 158, 33–64 (2013)
Guo, L., Lin, G.-H., Ye, J.J.: Stability analysis for parametric mathematical programs with geometric constraints and its applications. SIAM J. Optim. 22, 1151–1176 (2012)
Kanzow, C., Schwartz, A.: Mathematical programs with equilibrium constraints: enhanced Fritz John-conditions, new constraint qualifications, and improved exact penalty results. SIAM J. Optim. 20, 2730–2753 (2010)
Hoheisel, T., Kanzow, C., Schwartz, A.: Theoretical and numerical comparison of relaxation methods for mathematical programs with complementarity constraints. Math. Program. 137, 257–288 (2013)
Steffensen, S., Ulbrich, M.: A new regularization scheme for mathematical programs with equilibrium constraints. SIAM J. Optim. 20, 2504–2539 (2010)
Izmailov, A.F., Solodov, M.V.: An active-set Newton method for mathematical programs with complementarity constraints. SIAM J. Optim. 19, 1003–1027 (2008)
Jongen, H.Th., Ruckmann, J.-J., Shikhman, V.: MPCC: critical point theory. SIAM J. Optim. 20, 473–484 (2009)
Jongen, H.Th., Shikhman, V., Steffensen, S.: Characterization of strong stability for C-stationary points in MPCC. Math. Program. 132, 295–308 (2012)
Fletcher, R., Leyffer, S.: Solving mathematical programs with complementarity constraints as nonlinear programs. Optim. Methods Softw. 19, 15–40 (2004)
Pang, J.-S.: Three modeling paradigms in mathematical programming. Math. Program. 125, 297–323 (2010)
Ralph, D.: Mathematical programs with complementarity constraints in traffic and telecommunications networks. Philos. Trans. R. Soc. Lond. Ser. A 366, 1973–1987 (2008)
Ye, J.J., Zhang, J.: Enhanced Karush–Kuhn–Tucker conditions for mathematical programs with equilibrium constraints. J. Optim. Theory Appl. doi:10.1007/s10957-013-0493-3
Scheel, H., Scholtes, S.: Mathematical programs with complementarity constraints: stationarity, optimality, and sensitivity. Math. Oper. Res. 25, 1–22 (2000)
Ye, J.J.: Necessary and sufficient optimality conditions for mathematical programs with equilibrium constraints. J. Math. Anal. Appl. 307, 350–369 (2005)
Izmailov, A.F.: Optimization problems with complementarity constraints: regularity, optimality conditions, and sensitivity. Comput. Math. Math. Phys. 44, 1145–1164 (2004)
Flegel, M.L., Kanzow, C.: Abadie-type constraint qualification for mathematical programs with equilibrium constraints. J. Optim. Theory Appl. 124, 595–614 (2005)
Flegel, M.L., Kanzow, C.: On M-stationary points for mathematical programs with equilibrium constraints. J. Math. Anal. Appl. 310, 286–302 (2005)
Flegel, M., Kanzow, C.: On the Guignard constraint qualification for mathematical programs with equilibrium constraints. Optimization 54, 517–534 (2005)
Moldovan, A., Pellegrini, L.: On regularity for constrained extremum problems. I. Sufficient optimality conditions. J. Optim. Theory Appl. 142, 147–163 (2009)
Moldovan, A., Pellegrini, L.: On regularity for constrained extremum problems. II. Necessary optimality conditions. J. Optim. Theory Appl. 142, 165–183 (2009)
Ye, J.J., Zhang, J.: Enhanced Karush–Kuhn–Tucker condition and weaker constraint qualifications. Math. Program. 139, 353–381 (2013)
Hoheisel, T., Kanzow, C., Schwartz, A.: Convergence of a local regularization approach for mathematical programs with complementarity or vanishing constraints. Optim. Methods Softw. 27, 483–512 (2012)
Andreani, R., Haeser, G., Schuverdt, M.L., Silva, P.J.S.: A relaxed constrant positive linear dependence contraint qualification and applications. Math. Program. 135, 255–273 (2012)
Andreani, R., Martinez, J.M., Schuverdt, M.L.: On the relation between constant positive linear dependence condition and quasinormality constraint qualification. J. Optim. Theory Appl. 125, 473–485 (2005)
Acknowledgments
The authors would like to express their sincere thanks to three anonymous referees for their helpful suggestions and constructive comments. The first author was supported by the National Foundation for Science & Technology Development (Vietnam). The second author was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MEST) (No. 2012-0006236).
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Communicated by Patrice Marcotte.
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Chieu, N.H., Lee, G.M. Constraint Qualifications for Mathematical Programs with Equilibrium Constraints and their Local Preservation Property. J Optim Theory Appl 163, 755–776 (2014). https://doi.org/10.1007/s10957-014-0546-2
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DOI: https://doi.org/10.1007/s10957-014-0546-2
Keywords
- Mathematical programs with equilibrium constraints
- Constraint qualifications
- Relations
- Preservation
- Induction