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Author:

Wang, Shiwei (Wang, Shiwei.) | Ding, Chao (Ding, Chao.) | Zhang, Yangjing (Zhang, Yangjing.) | Zhao, Xinyuan (Zhao, Xinyuan.)

Indexed by:

EI SCIE

Abstract:

Strong variational sufficiency is a newly proposed property, which turns out to be of great use in the convergence analysis of multiplier methods. However, what this property implies for nonpolyhedral problems remains a puzzle. In this paper, we prove the equivalence between the strong variational sufficiency and the strong second-order sufficient condition (SOSC) for nonlinear semidefinite programming (NLSDP) without requiring the uniqueness of the multiplier or any other constraint qualifications. Based on this characterization, the local convergence property of the augmented Lagrangian method (ALM) for NLSDP can be established under the strong SOSC in the absence of constraint qualifications. Moreover, under the strong SOSC, we can apply the semismooth Newton method to solve the ALM subproblems of NLSDP because the positive definiteness of the generalized Hessian of augmented Lagrangian function is satisfied.

Keyword:

nonlinear semidefinite programming strong variational sufficiency augmented Lagrangian method strong second-order sufficient condition

Author Community:

  • [ 1 ] [Wang, Shiwei]Univ Chinese Acad Sci, Sch Math Sci, Beijing, Peoples R China
  • [ 2 ] [Ding, Chao]Univ Chinese Acad Sci, Sch Math Sci, Beijing, Peoples R China
  • [ 3 ] [Wang, Shiwei]Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing, Peoples R China
  • [ 4 ] [Ding, Chao]Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing, Peoples R China
  • [ 5 ] [Zhang, Yangjing]Chinese Acad Sci, Acad Math & Syst Sci, Inst Appl Math, Beijing, Peoples R China
  • [ 6 ] [Zhao, Xinyuan]Beijing Univ Technol, Dept Math, Beijing, Peoples R China

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Source :

SIAM JOURNAL ON OPTIMIZATION

ISSN: 1052-6234

Year: 2023

Issue: 4

Volume: 33

Page: 2988-3011

3 . 1 0 0

JCR@2022

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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