A modified conjugate gradient method with sufficient condition and conjugacy condition (Q2795889)

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scientific article; zbMATH DE number 6559595
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A modified conjugate gradient method with sufficient condition and conjugacy condition
scientific article; zbMATH DE number 6559595

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    22 March 2016
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    unconstrained optimization
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    conjugate gradient method
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    sufficient descent property
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    global convergence
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    conjugate descend method
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    strong Wolfe line search
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    A modified conjugate gradient method with sufficient condition and conjugacy condition (English)
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    The authors consider the modification of the conjugate descend method for solving unconstrained optimization problems \(\min_{x\in\mathbb{R}^n}f(x)\), where \(f:\mathbb{R}^n\rightarrow\mathbb{R}\) is a continuously differentiable nonlinear function. They provide the sufficient descent condition and prove the global convergence of the method using strong Wolfe line search.
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