> could you please help me convert the code below to parfor statements
> for i=1:size(Gmatrix,1) % for number of rows do
> matrixToReturn(i,i)=Gmatrix(i,i)/ (Gmatrix(i,i)^2 + lambda);
Here's one way:
[N, M] = size(Gmatrix);
assert( N == M ) % the following (probably) assumes Gmatrix is square.
% Extract the diagonal to operate on it
diagOfG = diag(Gmatrix);
diagOfM(i)=diagOfG(i)/ (diagOfG(i)^2 + lambda);
% ... But this is probably faster than PARFOR:
% diagOfM = diagOfG ./ ( diagOfG.^2 + lambda );
% Get the indices corresponding to the diagonal
subsToAssign = sub2ind([N, N], 1:N, 1:N);
% And assign into inverseDiagMatrix
inverseDiagMatrix(subsToAssign) = diagOfM;
Note that PARFOR "variable slicing" requires that the loop index appears
only once, hence why I extracted the diagonal of Gmatrix outside the
loop. Also note that the vectorized operation on diagOfG is highly
likely to be faster.
Assigning back into the diagonal of inverseDiagMatrix is a bit fiddly,
there might well be a tidier way of doing that....
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