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23:46
YouTube
Aleksandar Haber PhD
Basics of Fixed-Point Iteration for Nonlinear Equations and Python Implementation
#python #calculus #mathematics #numericalcomputing It takes a significant amount of time and energy to create these free video tutorials. You can support my efforts in this way: - Buy me a Coffee: https://www.buymeacoffee.com/AleksandarHaber - PayPal: https://www.paypal.me/AleksandarHaber - Patreon: https://www.patreon.com/user?u=32080176&fan ...
683 views
11 months ago
Fixed Point Method Examples
The iterative method to solve f(x)=0, given by the fixed-point method g(x)=x, where pn=g(pn-1)=pn-1-(f(pn-1))/(f^'(pn-1))-(f^''(pn-1))/(2 f^'(pn-1))[(f(pn-1))/(f^'(pn-1))]^2, for n=1,2,3, …has g^'(p)=g^''(p)=0. This will generally yield cubic ( α=3 ) convergence. Expand the analysis of Example 1 to compare quadratic and cubic convergence. | Numerade
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SOLVED: Consider the following fixed-point iteration algorithm: Xi 1 = g(xi) = Xi 1. From a graphical solution of x = g(x), you know that X = 2.24 is approximately the fixed point of x = g(x).If you start the fixed-point algorithm with Xo = 2.4, how many iterations do you need to perform at least in order to reach an error less than 10^-7?Use your knowledge about the order of convergence of the fixed-point method to conduct your analysis.Answer:
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