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Global convergence of a modified limited memory BFGS method for non-convex minimization - MaRDI portal

Global convergence of a modified limited memory BFGS method for non-convex minimization (Q385195)

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scientific article; zbMATH DE number 6234966
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Global convergence of a modified limited memory BFGS method for non-convex minimization
scientific article; zbMATH DE number 6234966

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    Global convergence of a modified limited memory BFGS method for non-convex minimization (English)
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    2 December 2013
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    The authors propose a modified limited memory Broyden-Fletcher-Goldfarb-Shanno (BFGS) method for solving large-scale unconstrained optimization problems. Under some suitable conditions, the global convergence of the proposed method is proved. Some numerical results illustrate the method.
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    non-convex minimization
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    secant equation
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    limited memory BFGS method
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    global convergence
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    Broyden-Fletcher-Goldfarb-Shanno method
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    large-scale unconstrained optimization
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    numerical result
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