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Re: Derivative of InterpolatingFunction

  • To: mathgroup at smc.vnet.net
  • Subject: [mg59840] Re: Derivative of InterpolatingFunction
  • From: Paul Abbott <paul at physics.uwa.edu.au>
  • Date: Tue, 23 Aug 2005 05:17:05 -0400 (EDT)
  • Organization: The University of Western Australia
  • References: <de46fi$r4f$1@smc.vnet.net>
  • Sender: owner-wri-mathgroup at wolfram.com

In article <de46fi$r4f$1 at smc.vnet.net>, pdickof at scf.sk.ca wrote:

> I wish to compute gradients of three-dimensional interpolating
> functions. The browser entry for InterpolatingFunction claims taking
> derivatives is possible and does not mention limitations in the
> dimensionality. My naive attempts based on the example for gradients in
> the browser entry for D have failed even for two dimensions:
> 
> data = Table[x^2 Sin[ y], {x, -2., 2.}, {y, -2., 2.}];
> approx = ListInterpolation[data, {{-2, 2}, {-2, 2}}];

approx is a pure function (it does not depend explicitly on x or y).

> approxGradient = D[approx[x, y], {{x, y}, 1}]

approxGradient is not. You can use Derivative to compute the partial 
derivatives without explicitly including x or y:

  dx = Derivative[1,0][approx];
 
  dy = Derivative[0,1][approx];

  dxy = Derivative[1,1][approx];

and then evaluate these pure functions for particular x and y:

  dx[2,1]

This value should be compared with direct computation of the function:

  f[x_, y_] = x^2 Sin[y]; 

  Derivative[1,0][f][2,1]

> Searching this newsgroup, the closest thing I have found is the 1996
> post by Paul Abbot (extract below). Have "enhancements for higher
> dimensions" been incorporated?

Yes.

Cheers,
Paul

_______________________________________________________________________
Paul Abbott                                      Phone:  61 8 6488 2734
School of Physics, M013                            Fax: +61 8 6488 1014
The University of Western Australia         (CRICOS Provider No 00126G)    
AUSTRALIA                               http://physics.uwa.edu.au/~paul


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