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IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications
Article . 2001 . Peer-reviewed
License: IEEE Copyright
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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
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https://doi.org/10.1109/iscas....
Article . 2002 . Peer-reviewed
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Convergent regions of Newton homotopy methods for nonlinear systems: theory and computational applications

Convergent regions of the Newton homotopy method for nonlinear systems: Theory and computational applications
Authors: Lee, J; Chiang, HD;

Convergent regions of Newton homotopy methods for nonlinear systems: theory and computational applications

Abstract

Summary: This paper introduces the concept of the convergent region of a solution of a general nonlinear equation using the Newton homotopy method. The question of whether an initial guess converges to the solution of our interest using the Newton homotopy method is investigated. It is shown that convergent regions of the Newton homotopy method are equal to stability regions of a corresponding Newton dynamic system. A necessary and sufficient condition for the adjacency of two solutions using the Newton homotopy method is derived. An algebraic characterization of a convergent region and its boundary for a large class of nonlinear systems is derived. This characterization is explicit and computationally feasible. A numerical method to determine the convergent region and to establish simple criteria to avoid revisits of the same solutions from different initial guesses is developed. It is shown that for general nonlinear systems or gradient systems, it is computationally infeasible to construct a set of initial guesses which converge to the set of all type-one equilibrium points on the stability boundary of a stable equilibrium point \(x_s\) from a finite number of function values and derivatives near \(x_s\) using the Newton homotopy method. Several examples are applied to illustrate the theoretical developments.

Country
Korea (Republic of)
Related Organizations
Keywords

Newton dynamical system, stability regions, numerical examples, Numerical computation of solutions to systems of equations, Global methods, including homotopy approaches to the numerical solution of nonlinear equations, convergent regions, SEARCH, homotopy method, STABILITY REGIONS, SADDLE-POINT, DYNAMICAL-SYSTEMS, nonlinear systems, EQUATIONS

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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!
30
Top 10%
Top 10%
Top 10%
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