Gradient and NaN
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What does the function gradient does with nan?
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Answers (2)
Matt Fig
on 24 Jan 2011
You can see what MATLAB does by looking at a plot. Look at the difference between the two figures:
v = -2:0.5:2;
[x,y] = meshgrid(v);
z = x .* exp(-x.^2 - y.^2);
[px,py] = gradient(z,.5,.5);
quiver(v,v,px,py),
z(5,5) = nan; % Set the central data to nan.
[px2,py2] = gradient(z,.2,.2);
figure
quiver(v,v,px2,py2)
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Walter Roberson
on 25 Jan 2011
>> [fx,fy] = gradient([1 nan 3;5 9 15])
fx =
NaN 1 NaN
4 5 6
fy =
4 NaN 12
4 NaN 12
In other words, any location whose value would involve using the nan in the calculation, gets calculated as nan. Which is the result you would expect if the routine did simple arithmetic operations without any checking for nan.
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