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  • Search: subject:"Global complexity bound"
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Global complexity bound 1 Global convergence 1 Regularized Newton method 1 Superlinear convergence 1
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Ueda, Kenji 1 Yamashita, Nobuo 1
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Computational Optimization and Applications 1
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A regularized Newton method without line search for unconstrained optimization
Ueda, Kenji; Yamashita, Nobuo - In: Computational Optimization and Applications 59 (2014) 1, pp. 321-351
In this paper, we propose a regularized Newton method without line search. The proposed method controls a regularization parameter instead of a step size in order to guarantee the global convergence. We show that the proposed algorithm has the following convergence properties. (a) The proposed...
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