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Global convergence and stabilization of unconstrained minimization methods without derivatives
Authors:L. Grippo  F. Lampariello  S. Lucidi
Affiliation:(1) Istituto di Analisi dei Sistemi ed Informatica, National Research Council, Rome, Italy
Abstract:In this paper, acceptability criteria for the stepsize and global convergence conditions are established for unconstrained minimization methods employing only function values. On the basis of these results, the convergence of an implementable line search algorithm is proved and some global stabilization schemes are described.The authors would like to thank the anonymous referees for their useful suggestions.
Keywords:Nonlinear programming  unconstrained minimization  nonderivative methods  line search techniques
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