Sorting 2D matrix and retaining nodes in triangle groups
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I am trying to optimize a script (below) that finds the bounding boxes to functional values of all lower left triangles in a 2D space. The code goes through all the triangles and then sorts the nodes in ascending order based on the functional values. This seems inefficient.
Is there some way that I could sort the functional values before the loops but still retain the nodes in the triangle groups? Or some other smart way to speed things up?
clear;
x = (1:600)';
y = (1:500);
z = 2 * x.^2 + y;
zGrid = linspace(min(z, [], 'all') - 1, max(z, [], 'all') + 1, 200);
for iX = 1:length(x) - 1
for iY = 1:length(y) - 1
% Node indices
xIndices = [iX, iX, iX + 1];
yIndices = [iY, iY + 1, iY];
% Node values
xTmp = x(xIndices);
yTmp = y(yIndices);
zTmp = z(sub2ind(size(z), xIndices, yIndices));
% Node sorted according to z
[zSorted, indicesSorted] = sort(zTmp);
xSorted = xTmp(indicesSorted);
ySorted = yTmp(indicesSorted);
% Get bounding box on zGrid
iMin = find(zGrid <= zSorted(1), 1, 'last');
iMax = find(zGrid(iMin:end) >= zSorted(end), 1, 'first') + (iMin - 1);
end
end
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