Towards Tractable Constraint Qualifications for Parametric Optimisation Problems and Applications to Generalised Nash Games

Abstract

A generalised Nash game is a non-cooperative game in which each player is facing an optimisation problem where both the objective function and the feasible set depend on the variables of the other players. A classical way to treat numerically this difficult problem is to solve the nonlinear system composed of the concatenation of the Karush-Kuhn-Tucker optimality conditions of each player's problem. The aim of this work is to provide constraint qualification conditions ensuring that both problems share the same set of solutions. Our main target here is to elaborate tractable conditions, that is, sets of conditions that are as simple as possible to fulfil. This is achieved through the analysis of minimal qualification conditions for parametric optimisation problems.

Más información

Título según WOS: Towards Tractable Constraint Qualifications for Parametric Optimisation Problems and Applications to Generalised Nash Games
Título según SCOPUS: Towards Tractable Constraint Qualifications for Parametric Optimisation Problems and Applications to Generalised Nash Games
Título de la Revista: JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS
Volumen: 182
Número: 1
Editorial: SPRINGER/PLENUM PUBLISHERS
Fecha de publicación: 2019
Página de inicio: 404
Página final: 416
Idioma: English
DOI:

10.1007/s10957-019-01529-4

Notas: ISI, SCOPUS