create a sparse multidimensional matrix
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Hi all,
I am trying to construct a multidimensional sparse matrix that has the following shape:
I have a problem knowing how to jump from column to the next, shift the rows downwards, and assign number 1 to the third element.
Any help would be appreicted.
Thanks.
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回答(5 个)
Jonas
2022-7-7
编辑:Jonas
2022-7-7
you can try this:
myData=[1 2 3 4;
5 6 7 8;
9 10 11 12];
% get sizes
dataChunkLength=size(myData,2);
numOfChunks=size(myData,1);
% preallocate
mat=zeros(dataChunkLength*numOfChunks,numOfChunks);
for colNr=numOfChunks:-1:1
% write
mat(1:dataChunkLength,colNr)=myData(colNr,:);
if colNr>1
% and shift along first dimension
mat=circshift(mat,dataChunkLength,1);
end
end
disp(mat)
or, if you waqnt to write alswys the same data
myData=[0 0 1 0];
% get length
dataChunkLength=numel(myData);
% write to n columns
nTimes=5;
% preallocate
mat=zeros(dataChunkLength*nTimes,nTimes);
for colNr=nTimes:-1:1
% write
mat(1:dataChunkLength,colNr)=myData;
if colNr>1
% and shift along first dimension
mat=circshift(mat,dataChunkLength,1);
end
end
disp(mat)
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Torsten
2022-7-7
i(1) = 3;
j(1) = 1;
v(1) = 1.0;
i(2) = 7;
j(2) = 2;
v(2) = 1.0;
i(3) = 11;
j(3) = 3;
v(3) = 1.0;
m = 12;
n = 3;
A = sparse(i,j,v,m,n)
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Karim
2022-7-7
you can either fill it in directly or use blkdiag to create this shape:
% direct method
% on row 3 7 and 11, column 1 2 3 respectivly, fill in 1, with 12 rows and 3 columns
SparseDirect = sparse([3 7 11],[1 2 3],1,12,3)
% alternative using blkdiag
A = sparse( [0;0;1;0] );
B = sparse( [0;0;1;0] );
C = sparse( [0;0;1;0] );
SparseMat = blkdiag(A,B,C)
% full visualisation
full(SparseMat)
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