[SciPy-dev] iterative callback function signature

Nathan Bell wnbell@gmail....
Tue May 20 15:52:36 CDT 2008


On Mon, May 19, 2008 at 4:41 PM, Neilen Marais <nmarais@sun.ac.za> wrote:
>
> if callback is not None and iter_ > olditer:
>           callback(x)
>
> I'm a bit uneducated about the meaning of all the iterative variables,
> but is there a way I can obtain the residual from x here? Otherwise,
> would it not make sense to allow more complicated callback functions?
>

Neilen, since you know A and b when you call the iterative solve you
can compute residuals like so:

A = ..... #some matrix
b = ..... # some rhs

residuals = []

def callback(x):
    residuals.append(norm(b - A*x))

x,info = cg(A, b, callback=callback)

# residuals now contains ||b-A*x|| at each iteration

-- 
Nathan Bell wnbell@gmail.com
http://graphics.cs.uiuc.edu/~wnbell/


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