How can do I make a sparse matrix using cell arrays in MATLAB?

问题

A sparse matrix is a large matrix with almost all elements of the same value (typically zero). The normal representation of a sparse matrix takes up lots of memory when the useful information can be captured with much less. A possible way to represent a sparse matrix is with a cell vector whose first element is a 2-element vector representing the size of the sparse matrix. The second element is a scalar specifying the default value of the sparse matrix. Each successive element of the cell vector is a 3-element vector representing one element of the sparse matrix that has a value other than the default. The three elements are the row index, the column index and the actual value. Write a function called sparse2matrix that takes a single input of a cell vector as defined above and returns the output argument called matrix, the matrix in its traditional form.

cellvec = {[2 3], 0, [1 2 3], [2 2 -3]};
matrix = sparse2matrix(cellvec)
matrix =
     0     3     0
     0    -3     0

回答1:

A vectorized form of Abdulrhman Aboghanima's answer:

function a = sparse2matrix(cellvec)
a = zeros(cellvec{1}) + cellvec{2};
v = cat(1, cellvec{3:end});
a(sub2ind(cellvec{1}, v(:,1), v(:,2))) = v(:,3);

回答2:

By the information in the question :

In vector cell arrays it is usually the first vector used as a sparse matrix dimension

The second element is a scalar specifying the default value of the sparse matrix

The other vectors are used to specify the location and the value of the element in the sparse matrix , i.e. [i, j, x] where i,j is the location in the matrix and x is the value of the element.

So the program is simply :

function matrix=sparse2matrix(cellvec);

matrix=zeros(cellvec{1})+cellvec{2};

for i=3:length(cellvec)

      matrix(cellvec{i}(1,1),cellvec{i}(1,2))=cellvec{i}(3);

end

Best wishes Abdulrhman Aboghanima

来源：https://stackoverflow.com/questions/56455160/how-can-do-i-make-a-sparse-matrix-using-cell-arrays-in-matlab