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An interior Newton method for quadratic programming - MaRDI portal

An interior Newton method for quadratic programming (Q1586205)

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scientific article; zbMATH DE number 1528057
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An interior Newton method for quadratic programming
scientific article; zbMATH DE number 1528057

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    An interior Newton method for quadratic programming (English)
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    12 November 2000
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    The authors propose a new (interior) approach for the general quadratic programming problem. They establish that the new method has strong convergence properties: The generated sequence converges globally to a point satisfying the second-order necessary optimility conditions, and the rate of convergence is 2-step quadratic if the limit point is a strong local minimizer. Published alternative interior approaches do not share such strong convergence properties for the nonconvex case. The authors also report on the results of preliminary numerical experiments: the results indicate that the proposed method has considerable practical potential.
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    nonconvex quadratic programming
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    interior method
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    Newton method
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    trust-region method
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    dogleg method
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    quadratic convergence
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