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author:

Zhu, W.X. (Zhu, W.X..) [1] (Scholars:朱文兴)

Indexed by:

Scopus

Abstract:

We consider a box-constrained continuous global minimization problem. A new definition of filled function, namely that of globally concavized filled function, is proposed. A new two-parameter class of globally concavized filled functions A(x,k,p) is constructed, which has the same global minimizers as the problem on the solution domain if p is large enough. The minimization of A(x,k,p) can escape successfully from a previously converged local minimizer by taking increasing values of k. A dynamic globally concavized filled function method is designed based on these functions and the convergence property is proved. Numerical experiments on a set of standard testing functions show that the resulting method is competitive with some well-known global minimization methods. © 2008 Springer Science+Business Media, LLC.

Keyword:

Asymptotic convergence; Box-constrained global minimization; Dynamic globally concavized filled function method; Globally concavized filled functions

Community:

  • [ 1 ] [Zhu, W.X.]Department of Computer Science and Technology, Fuzhou University, Fuzhou 350002, China

Reprint 's Address:

  • 朱文兴

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Source :

Journal of Optimization Theory and Applications

ISSN: 0022-3239

Year: 2008

Issue: 3

Volume: 139

Page: 635-648

0 . 8 6

JCR@2008

1 . 6 0 0

JCR@2023

ESI Discipline: ENGINEERING;

JCR Journal Grade:2

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 10

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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