Exact penalization of mathematical programs with equilibrium constraints

Citation
S. Scholtes et M. Stohr, Exact penalization of mathematical programs with equilibrium constraints, SIAM J CON, 37(2), 1999, pp. 617-652
Citations number
48
Categorie Soggetti
Mathematics,"Engineering Mathematics
Journal title
SIAM JOURNAL ON CONTROL AND OPTIMIZATION
ISSN journal
03630129 → ACNP
Volume
37
Issue
2
Year of publication
1999
Pages
617 - 652
Database
ISI
SICI code
0363-0129(19990202)37:2<617:EPOMPW>2.0.ZU;2-M
Abstract
We study theoretical and computational aspects of an exact penalization app roach to mathematical programs with equilibrium constraints (MPECs). In the first part, we prove that a Mangasarian-Fromovitz-type condition ensures t he existence of a stable local error bound at the root of a real-valued non negative piecewise smooth function. A specification to nonsmooth formulatio ns of equilibrium constraints, e.g., complementarity conditions or normal e quations, provides conditions which guarantee the existence of a nonsmooth exact penalty function for MPECs. In the second part, we study a trust regi on minimization method for a class of composite nonsmooth functions which c omprises exact penalty functions arising from MPECs. We prove a global conv ergence result for the general method and incorporate a penalty update rule . A further specification results in an SQP trust region method for MPECs b ased on an l(1) penalty function.