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author:

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

Indexed by:

SCIE

Abstract:

In this paper, we propose a new nonmonotone trust region Barzilai-Borwein (BB for short) method for solving unconstrained optimization problems. The proposed method is given by a novel combination of a modified Metropolis criterion, BB-stepsize and trust region method. The new method uses the reciprocal of BB-stepsize to approximate the Hessian matrix of the objective function in the trust region subproblems, and accepts some bad solutions according to the modified Metropolis criterion based on simulated annealing idea. Under some suitable assumptions, the global convergence of the new method is established. Some preliminary numerical results indicate that, the new method is more efficient compared with the existing trust region BB method.

Keyword:

Barzilai-Borwein method global convergence Metropolis criterion nonmonotone technique trust region method

Community:

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

Reprint 's Address:

  • 彭拯

    [Peng, Zheng]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Peoples R China;;[Peng, Zheng]Xiangtan Univ, Sch Math & Computat Sci, Xiangtan 411105, Peoples R China

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Source :

ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES

ISSN: 0168-9673

CN: 11-2041/O1

Year: 2021

Issue: 1

Volume: 37

Page: 166-175

0 . 6 9 1

JCR@2021

0 . 9 0 0

JCR@2023

ESI Discipline: MATHEMATICS;

ESI HC Threshold:36

JCR Journal Grade:4

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 1

SCOPUS Cited Count: 1

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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