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author:

Wang, Bo (Wang, Bo.) [1] (Scholars:王博) | Lin, Lanyu (Lin, Lanyu.) [2] | Liu, Yong-Jin (Liu, Yong-Jin.) [3] (Scholars:刘勇进)

Indexed by:

SCIE

Abstract:

This paper focuses on efficient projection onto the intersection of a half-space and a box-like set and its generalized Jacobian. Based on the Lagrangian duality theory, we deal with the projection problem via a semismooth Newton algorithm with line search safeguard, which admits global and locally quadratic convergence, to solve a univariate semismooth equation. Numerical experiments show that our proposed algorithm outperforms favourably the existing state-of-the-art standard solvers and is able to reliably solve very large-scale projection problems. Besides, we derive an explicit expression of a generalized Jacobian of the studied projection, which is an essential component of second-order nonsmooth methods.

Keyword:

generalized Jacobian Projection semismooth Newton method

Community:

  • [ 1 ] [Wang, Bo]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou, Peoples R China
  • [ 2 ] [Lin, Lanyu]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou, Peoples R China
  • [ 3 ] [Liu, Yong-Jin]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou, Peoples R China

Reprint 's Address:

  • 刘勇进

    [Liu, Yong-Jin]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou, Peoples R China

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OPTIMIZATION

ISSN: 0233-1934

Year: 2021

Issue: 4

Volume: 71

Page: 1073-1096

2 . 4 5 6

JCR@2021

1 . 6 0 0

JCR@2023

ESI Discipline: MATHEMATICS;

ESI HC Threshold:36

JCR Journal Grade:1

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 10

SCOPUS Cited Count: 1

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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