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In this paper a nonmonotone steplength selection rule for Newton’s method is proposed, which can be viewed as a generalization of Armijo’s rule. Numerical results are reported which indicate that the proposed technique may allow a considerable saving both in the number of line searches and in the number of function evaluations.
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Luigi Grippo
Sapienza University of Rome
F. Lampariello
Istituto di Analisi dei Sistemi ed Informatica Antonio Ruberti
Stefano Lucidi
Sapienza University of Rome
SIAM Journal on Numerical Analysis
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Grippo et al. (Fri,) studied this question.
synapsesocial.com/papers/6a20574067ce19d2245ad079 — DOI: https://doi.org/10.1137/0723046