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author:

Dong, Wen-Li (Dong, Wen-Li.) [1] | Li, Xing (Li, Xing.) [2] | Peng, Zheng (Peng, Zheng.) [3]

Indexed by:

EI Scopus SCIE

Abstract:

In this paper, we propose a simulated annealing-based Barzilai-Borwein (SABB) gradient method for unconstrained optimization problems. The SABB method accepts the Barzilai-Borwein (BB) step by a simulated annealing rule. If the BB step cannot be accepted, the Armijo line search is used. The global convergence of the SABB method is established under some mild conditions. Numerical experiments indicate that, compared to some existing BB methods using nonmonotone line search technique, the SABB method performs well with high efficiency.

Keyword:

Barzilai-Borwein gradient method global convergence nonmonotone search technique simulated annealing rule

Community:

  • [ 1 ] [Dong, Wen-Li]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Fujian, Peoples R China
  • [ 2 ] [Li, Xing]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Fujian, Peoples R China
  • [ 3 ] [Peng, Zheng]Xiangtan Univ, Sch Math & Computat Sci, Xiangtan 411105, Peoples R China

Reprint 's Address:

  • [Peng, Zheng]Xiangtan Univ, Sch Math & Computat Sci, Xiangtan 411105, Peoples R China

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Source :

ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH

ISSN: 0217-5959

Year: 2019

Issue: 4

Volume: 36

0 . 7 5 7

JCR@2019

1 . 1 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:150

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 3

SCOPUS Cited Count: 3

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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