On Newton’s Method for Convex Functions and Operators and its Relationship with Contraction Principle

Authors

  • Octav Olteanu Department of Mathematics-Informatics, University Politehnica of Bucharest, Romania

Keywords:

successive approximations, contraction principle, symmetric operators, convex operators, global Newton method

Abstract

In this review paper, generally known results on a version of global Newton’s method for convex increasing or decreasing functions and operators, as well as afferent examples and applications, are recalled. Connection with the contraction principle is discussed in detail and applied to approximate , Where  is a positive invertible symmetric operator acting on a finite-dimensional Hilbert space, and  is a real number. Two numerical examples for  symmetric matrices with real coefficients are given. Some other nonlinear matrix or scalar equations are solved approximately.

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References

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Published

2020-08-31

How to Cite

Octav Olteanu. (2020). On Newton’s Method for Convex Functions and Operators and its Relationship with Contraction Principle. MathLAB Journal, 6, 53-61. Retrieved from https://purkh.com/index.php/mathlab/article/view/856

Issue

Section

Research Articles