An efficient adaptive three-term extension of the Hestenes–Stiefel conjugate gradient method
Abstract
A new three-term Hestenes–Stiefel-type conjugate gradient method is proposed in which the search direction can satisfy the sufficient descent condition as well as an adaptive conjugacy condition. It is notable that search directions of the method are dynamically adjusted between that of the Newton method and the 3HS+ method, accelerating the convergence or reducing the condition number of iteration matrix. Under mild conditions, we show that the...
Paper Details
Title
An efficient adaptive three-term extension of the Hestenes–Stiefel conjugate gradient method
Published Date
Oct 15, 2018
Volume
34
Issue
3
Pages
546 - 559
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