Abstract
It is not possible to solve a general nonlinear equation analytically, let alone a general nonlinear system of equations. However, there are iterative methods to find a solution for such systems. The Newton-Raphson algorithm is the standard method for solving nonlinear systems of equations. Most, if not all, other well-performing methods can be derived from the Newton-Raphson algorithm. In this chapter the Newton-Raphson method is treated, as well as some common variations.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Dembo, R.S., Eisenstat, S.C., Steihaug, T.: Inexact Newton methods. SIAM J. Numer. Anal. 19(2), 400–408 (1982)
Dembo, R.S., Steihaug, T.: Truncated-Newton algorithms for large-scale unconstrained optimization. Math. Program. 26, 190–212 (1983)
Eisenstat, S.C., Walker, H.F.: Choosing the forcing terms in an inexact Newton method. SIAM J. Sci. Comput. 17(1), 16–32 (1996)
Knoll, D.A., Keyes, D.E.: Jacobian-free Newton-Krylov methods: a survey of approaches and applications. J. Comput. Phys. 193, 357–397 (2004)
Armijo, L.: Minimization of functions having lipschitz continuous irst partial derivatives. Pacific J. Math. 16(1), 1–3 (1966)
Dennis Jr, J.E., Schnabel, R.B.: Numerical Methods for Unconstrained Optimization and Nonlinear Equations. Prentice Hall, New Jersey (1983)
Brown, P.N., Saad, Y.: Hybrid Krylov methods for nonlinear systems of equations. SIAM J. Sci. Stat. Comput. 11(3), 450–481 (1990)
Conn, A.R., Gould, N.I.M., Toint, P.L.: Trust-Region Methods. SIAM, Philadelphia (2000)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
Copyright information
© 2014 Atlantis Press and the authors
About this chapter
Cite this chapter
Idema, R., Lahaye, D.J.P. (2014). Solving Nonlinear Systems of Equations. In: Computational Methods in Power System Analysis. Atlantis Studies in Scientific Computing in Electromagnetics, vol 1. Atlantis Press, Paris. https://doi.org/10.2991/978-94-6239-064-5_4
Download citation
DOI: https://doi.org/10.2991/978-94-6239-064-5_4
Published:
Publisher Name: Atlantis Press, Paris
Print ISBN: 978-94-6239-063-8
Online ISBN: 978-94-6239-064-5
eBook Packages: EngineeringEngineering (R0)