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Author:

Li, Xiangli (Li, Xiangli.) | Zhao, Wenjuan (Zhao, Wenjuan.)

Indexed by:

SCIE Scopus Web of Science

Abstract:

There are many conjugate gradient methods to solving unconstrained optimization problems. Compared with the conjugate gradient method, the accelerated conjugate gradient method has better numerical effects for the unconstrained optimization problem. In this paper, we propose a modified conjugate gradient method with Wolfe line search, which generates descent direction. Under mild conditions, we prove that the proposed method is globally convergent. Numerical results indicate that the proposed method is considerable for our test functions.

Keyword:

Conjugate gradient method Global convergence Wolfe line search

Author Community:

  • [ 1 ] [Li, Xiangli]Guilin Univ Elect Technol, Sch Math & Comp Sci, Guilin 541004, Peoples R China
  • [ 2 ] [Zhao, Wenjuan]Guilin Univ Elect Technol, Sch Math & Comp Sci, Guilin 541004, Peoples R China
  • [ 3 ] [Li, Xiangli]Guilin Univ Elect Technol, Guangxi Key Lab Automat Testing Technol & Instrum, Guilin 541004, Peoples R China
  • [ 4 ] [Zhao, Wenjuan]Xi An Jiao Tong Univ, Binzhou City Sunshine High Sch, Fan Gong Middle Sch Binzhou City, Binzhou 713500, Peoples R China

Reprint Author's Address:

  • [Li, X.]Guangxi Key Laboratory of Automatic Testing Technology and Instruments, China;;

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Source :

NUMERICAL ALGORITHMS

ISSN: 1017-1398

Year: 2021

Issue: 3

Volume: 90

Page: 1017-1042

2 . 0 6 4

JCR@2019

ESI Discipline: MATHEMATICS;

ESI HC Threshold:13

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 3

Affiliated Colleges:

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