Question
If it helps, here is some code: function [x,k] = newtons(f,x,tol,nmax) % % function [x,k] = newtons(f,x,tol,nmax) % % This function returns in x a
If it helps, here is some code:
function [x,k] = newtons(f,x,tol,nmax)
%
% function [x,k] = newtons(f,x,tol,nmax)
%
% This function returns in x a column vector x_k such that
% || x_k - x_{k-1} ||
% and in k the number of iterations (Jacobian evaluations) required.
% On entry, x contains an initial guess.
% If k equals nmax then no convergence has been reached.
%
% The iterates ||f(x_k)|| are recorded. This option
% can be easily turned off
%Initialize
x = x(:); % ensure x is a column vector
fprintf ('k ||f(x_k)|| ')
format long g
%Newton
for k=1:nmax
[fx,Jx] = feval(f,x);
fprintf ('%d %e ',k-1,norm(fx) )
p = -Jx \ fx;
x = x + p;
if norm(p)
fx = feval(f,x);
fprintf ('%d %e ',k,norm(fx) )
return
end
end
k = nmax;
In class, we considered a special case of nonlinear systems and in particular we de- rived Newton's method for a system consisting of two nonlinear equations. Using a simplified notation, we focused on the system 9(x,y) o where Newton's method takes the form with k - 0,1,... , and subscripts denote partial derivatives with respect to variables denoted therein (f,- f/ f,- f / u. and so on) Write a MATLAB code employing Newton's method given by Eqs. (2)-(3) in order to solve Eq. (1) with f(x,y) g(x, y) x+y-2x , x2 + y2-2x + 2y + 1. = = Consider the initial guess 0.5 and stopping criteria specified by with tol 10-10 and 11-11 stands for the norm. In MATLAB the norm is implemented by the command norm (type help norm in the command window for further details) Attach your code and provide MATLAB output showcasing the expected quadratic convergence tooStep by Step Solution
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