A nonmonotone adaptive trust region method and its convergence

A nonmonotone adaptive trust region method and its convergence

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Article ID: iaor2004756
Country: United Kingdom
Volume: 45
Issue: 10/11
Start Page Number: 1469
End Page Number: 1477
Publication Date: May 2003
Journal: Computers & Mathematics with Applications
Authors: ,
Keywords: optimization, computational analysis
Abstract:

In this paper, we combine the trust region subproblem with the nonmonotone technique to propose a new algorithm for unconstrained optimization – the nonmonotone adaptive trust region method. The local and global convergence properties of the nonmonotone adaptive trust region method are proved. Its efficiency is tested by numerical results.

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