Equilibrium problems with equilibrium constraints via multiobjective optimization

This article concerns a new class of optimization-related problems called equilibrium problems with equilibrium constraints (EPEC). One may treat them as two-level hierarchical problems, which involve equilibria at both lower and upper levels. Such problems naturally appear in various applications providing an equilibrium counterpart (at the upper level) of mathematical programs with equilibrium constraints (MPEC). We develop a unified approach to both EPECs and MPECs from the viewpoint of multiobjective optimization subject to equilibrium constraints. The problems of this type are intrinsically nonsmooth and require the use of generalized differentiation for their analysis and applications. This article presents necessary optimality conditions for EPECs in finite-dimensional spaces based on advanced generalized differential tools of variational analysis. The optimality conditions are derived in normal form under certain qualification requirements, which can be regarded as proper analogs of the classical Mangasarian-Fromovitz constraint qualification in the general settings under consideration.

[1]  J. J. Ye Constraint Qualifications and Necessary Optimality Conditions for Optimization Problems with Variational Inequality Constraints , 2000, SIAM J. Optim..

[2]  Boris S. Mordukhovich,et al.  The extremal principle and its applications to optimization and economics , 2001 .

[3]  Boris S. Mordukhovich,et al.  Optimization and equilibrium problems with equilibrium constraints , 2005 .

[4]  Jirí V. Outrata,et al.  A Generalized Mathematical Program with Equilibrium Constraints , 2000, SIAM J. Control. Optim..

[5]  Stefan Scholtes,et al.  Mathematical Programs with Complementarity Constraints: Stationarity, Optimality, and Sensitivity , 2000, Math. Oper. Res..

[6]  Jirí V. Outrata,et al.  A note on a class of equilibrium problems with equilibrium constraints , 2004, Kybernetika.

[7]  Boris S. Mordukhovich,et al.  Necessary Conditions in Nonsmooth Minimization via Lower and Upper Subgradients , 2004 .

[8]  F. Facchinei,et al.  Finite-Dimensional Variational Inequalities and Complementarity Problems , 2003 .

[9]  B. Morduhovic Calculus of second-order subdifferentials in infinite dimensions , 2002 .

[10]  Qiji J. Zhu,et al.  Multiobjective optimization problem with variational inequality constraints , 2003, Math. Program..

[11]  J. J. Ye,et al.  Necessary Optimality Conditions for Optimization Problems with Variational Inequality Constraints , 1997, Math. Oper. Res..

[12]  Kirsty J. Eisenhart,et al.  Multiobjective Optimal Control Problems with Endpoint and State Constraints , 2003 .

[13]  S. M. Robinson Localized Normal Maps and the Stability of Variational Conditions , 2004 .

[14]  S. M. Robinson Generalized equations and their solutions, Part I: Basic theory , 1979 .

[15]  Boris S. Mordukhovich Coderivative Analysis of Variational Systems , 2004, J. Glob. Optim..

[16]  Boris S. Mordukhovich,et al.  An Extended Extremal Principle with Applications to Multiobjective Optimization , 2003, SIAM J. Optim..

[17]  Michal Kočvara,et al.  Nonsmooth approach to optimization problems with equilibrium constraints : theory, applications, and numerical results , 1998 .

[18]  Bethany L. Nicholson,et al.  Mathematical Programs with Equilibrium Constraints , 2021, Pyomo — Optimization Modeling in Python.

[19]  Masao Fukushima,et al.  Quasi-variational inequalities, generalized Nash equilibria, and multi-leader-follower games , 2005, Comput. Manag. Sci..

[20]  R. Tyrrell Rockafellar,et al.  Characterizations of Strong Regularity for Variational Inequalities over Polyhedral Convex Sets , 1996, SIAM J. Optim..

[21]  Boris S. Mordukhovich,et al.  On Second-Order Subdifferentials and Their Applications , 2001, SIAM J. Optim..

[22]  S Scholtes,et al.  Mathematical programs with equilibrium constraints: stationarity, optimality, and sensitivity , 1997 .

[23]  B. Mordukhovich Generalized Differential Calculus for Nonsmooth and Set-Valued Mappings , 1994 .