Fixed-Point Iteration (fixed_point_iteration)
fixed_point_iteration
Fixed-point iteration for finding the fixed point of a univariate, scalar-valued function.
Syntax
c = fixed_point_iteration(f,x0)
c = fixed_point_iteration(f,x0,opts)
[c,k] = fixed_point_iteration(__)
[c,k,c_all] = fixed_point_iteration(__)
Description
c = fixed_point_iteration(f,x0)
returns the fixed point of a function specified by the function handle f
, where x0
is an initial guess of the fixed point.
c = fixed_point_iteration(f,x0,opts)
does the same as the syntax above, but allows for the specification of optional solver parameters. opts
is a structure with the following fields:
-
k_max
→ maximum number of iterations (defaults to 200) -
return_all
→ returns estimates at all iteration if set totrue
(defaults tofalse
) -
TOL
→ tolerance (defaults to )
[c,k] = fixed_point_iteration(__)
also returns the number of iterations (k
) performed of fixed-point iteration.
[c,k,c_all] = fixed_point_iteration(__)
does the same as the previous syntaxes, but also returns an array (c_all
) storing the fixed point estimates at each iteration. This syntax requires that opts.return_all
be set to true.
Examples and Additional Documentation
- See "EXAMPLES.mlx" or the "Examples" tab on the File Exchange page for examples.
- See "Root_Finding_Methods.pdf" (also included with download) for the technical documentation.
Cite As
Tamas Kis (2024). Fixed-Point Iteration (fixed_point_iteration) (https://github.com/tamaskis/fixed_point_iteration-MATLAB/releases/tag/v6.2.0), GitHub. Retrieved .
MATLAB Release Compatibility
Platform Compatibility
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