Interpolating many matrices without for loop

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Hi everybody, well I want to interpolate a 3D matrix composed of 700x2x60 values. I want to interpolate with respect to an array of 700 values. But i want an interpolation only 1 dimension, for example
if i had:
3 1
6 2
9 3
60 times, with different values, i want to interpolate with respect to 1.5, 2.5 and 3 I would get 4.5 7.5 and 10.5, 60 times and with the values relative to each one of the 60 matrices.
So in essence its like interp1 but 60 times. And I can't manage to do it without a for loop which is time consuming. and i need to do it over 15000 times.
thank you for your answers
  5 个评论
Fangjun Jiang
Fangjun Jiang 2011-11-17
You can edit your question and apply {}Code format to make it look right. I did only the {}Code formatting part but didn't change any of your text.
Fangjun Jiang
Fangjun Jiang 2011-11-17
Look at all the buttons above your question text box when you post or edit your question.

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Fangjun Jiang
Fangjun Jiang 2011-11-17
You can use reshape().
x=1:3;
y=3:3:9;
X=magic(3);
[M,N]=size(X);
Y=interp1(x,y,X(:),'linear','extrap');
Y=reshape(Y,M,N);
  5 个评论
Jan
Jan 2011-11-17
Matlab's INTERP1 is lame and there is no reason to limit the algorithm to vectors. But a linear interpolation is not complicated - roughly:
Si = Ti - floor(Ti);
Ti = floor(Ti);
Yi = Y(Ti, :) .* (1 - Si) + Y(Ti + 1, :) .* Si;
I do not understand the value of c. It is a [700x1x60] array any you use c(i) for the interpolation.
j_solar
j_solar 2011-11-18
Really c could be a 700x1 array, but since it is going to be the second column of final I replicate it 60 times so I can insert it in final.
Then I use only one(really it could be c(1) instead of c(i)) for the interpolation

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