Dai-Kou type conjugate gradient methods with a line search only using gradient

仅使用梯度进行线搜索的 Dai-Kou 型共轭梯度法

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Abstract

In this paper, the Dai-Kou type conjugate gradient methods are developed to solve the optimality condition of an unconstrained optimization, they only utilize gradient information and have broader application scope. Under suitable conditions, the developed methods are globally convergent. Numerical tests and comparisons with the PRP+ conjugate gradient method only using gradient show that the methods are efficient.

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