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A Family of Quasi-Newton Methods for Nonlinear Equations with Direct Secant Updates of Matrix Factorizations

Authors: José Mario Martínez;

A Family of Quasi-Newton Methods for Nonlinear Equations with Direct Secant Updates of Matrix Factorizations

Abstract

A new family of least-change secant methods for solving systems of nonlinear algebraic equations is introduced. At each iteration of the methods of this family, the matrix $B_k $ is represented as a product of the form $A_k^{ - 1} R_k $, where the matrices $A_k $ and $R_k $ have a determined structure and $A_{k + 1} $, $R_{k + 1} $ are chosen by the use of a least-change secant rule. The first and second methods of Broyden [Math. Comp., 19 (1965), pp. 577–593], [Math. Comp., 25 (1971), pp. 285–294], and the methods of Schubert [Math. Comp., 24 (1970), pp. 27–30], Johnson and Austria [SIAM J. Numer. Anal., 20 (1983), pp. 315–325], and Chadee [Tech. Report SOL 85-8, Dept. of Operations Research, Stanford University, Stanford, CA, 1985] are members of this family. Local and superlinear convergence results are proved, and particular members of the family that seem to be of practical usefulness are introduced.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
38
Top 10%
Top 10%
Top 10%
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