faster alternative to scatteredinterpolant

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Kim 2014-10-25

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https://ww2.mathworks.cn/matlabcentral/answers/160051-faster-alternative-to-scatteredinterpolant

评论： Kim 2014-10-27

I have data that looks approximately as follows:

W=[ 1 2 4 5 ; 2 3 4 4; 3 6 7 8 ; 2.5 3 4 5; 4 5 6 7]

Y =[ 1 3 5 7 ; 1 3 5 7; 1 3 5 7; 1 3 5 7; 1 3 5 7];

C = [ 2 3 4 5; 2 4 5 6; 3 4 5 6; 2 3 6 7; 4 5 6 6];

F = scatteredInterpolant([W(:)],[Y(:)],[C(:)]);

C1 = F(3,4)

I need to do this a lot of times, and my code takes hours. This is just a simplified version of the data, just to show you it is non-monotonic and not a grid. Can I sort of manipulate the data into a grid, so that I can use interp2? I tried 'nearest' instead of 'linear', and it is 20% faster, however, I worry about the accuracy. Thank you very much for helping me.