Stability Analysis for Composite Optimization Problems and Parametric Variational Systems

This paper aims to provide various applications for second-order variational analysis of extended-real-valued piecewise linear functions recently obtained by the authors. We mainly focus here on establishing relationships between full stability of local minimizers in composite optimization and Robinson’s strong regularity of associated (linearized and nonlinearized) KKT systems. Finally, we address Lipschitzian stability of parametric variational systems with convex piecewise linear potentials. © 2016, Springer Science+Business Media New York.

Авторы
Mordukhovich B.S. 1, 2 , Sarabi M.E.3
Издательство
Kluwer Academic Publishers-Plenum Publishers
Номер выпуска
2
Язык
Английский
Страницы
554-577
Статус
Опубликовано
Том
172
Год
2017
Организации
  • 1 Wayne State University, Detroit, MI, United States
  • 2 RUDN University, Moscow, 117198, Russian Federation
  • 3 Miami University, Oxford, OH, United States
Ключевые слова
Full stability of local minimizers; Lipschitzian stability of parametric variational systems; Nondegeneracy; Piecewise linear functions; Second-order subdifferentials; Strong regularity of KKT systems; Variational analysis and optimization
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