A nonmonotone hybrid method for nonlinear systems

A nonmonotone hybrid method for solving nonhnear systems is proposed. The idea consists in matching a Newton-like method stabilized by nonmonotone line-search with a cheap direct search method that reduces monotonically the merit function. The aim is to enlarge the convergence domain of the Newton-l...

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Veröffentlicht in:Optimization methods & software 2000-01, Vol.13 (2), p.79-94
1. Verfasser: Gasparo, Maria Grazia
Format: Artikel
Sprache:eng
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Zusammenfassung:A nonmonotone hybrid method for solving nonhnear systems is proposed. The idea consists in matching a Newton-like method stabilized by nonmonotone line-search with a cheap direct search method that reduces monotonically the merit function. The aim is to enlarge the convergence domain of the Newton-like method without either losing its local convergence rate or introducing too much additional computational work. The proposed method has been extensively tested on a number of problems and compared with well assessed methods for nonhnear systems. The results suggest that the potential of the proposed approach is sometimes considerable
ISSN:1055-6788
1029-4937
DOI:10.1080/10556780008805776