Question

I want to construct a binary(0s and 1s) matrix satisfying the following constraints:

1. Each column must contains only single binary 1 and rest elements of that column are 0s.

2. The sum of each ROW of matrix should be a desired value.
   For example, given a rowSum vector of [5 7 6 8 …….] then the sum of first row should be 5, sum of second row should be 7 and so on.

3. nCol==Sum(rowSum)

Moreover, I would like to consider several (e.g., 7) matrices satisfying the same conditions.

EDIT:
I have tried to write the code and completed the one part of it. The code is:

x=rand(21,50,7);
for k=1:7
    cons=max(x(:,:,7));
    for i=1:50
        for j=1:21
            if x(j,i,k)==cons(i)
                x(j,i,k)=1;
            else
                x(j,i,k)=0;
            end
        end
     end
 end
 x

Answer 1

It would not always be possible to construct a binary matrix that satisfies your requirements.
Suppose you want a binary matrix of size nRowsxnCols with rowSum (a vector of length nRows) rowSum(k) the number of 1s in kth row.
So, if nCol ~= sum( rowSum ) it would be impossible to construct such matrix: you would either have columns with no 1s, or columns with too many 1s…

Therefore, your binary matrix is completely defined through rowSum – up to random permutation of its columns.

How about this function to construct the basic matrix b:

function b = makeBizarreBinaryMatrix( rowSum )

nRows = numel( rowSum );
nCols = sum( rowSum );   
rows = 1:nRows;
rowInd = zeros( 1, nCols );
rowInd( cumsum( [1 rowSum(1:end-1)] ) ) = 1;
rowInd = rows( cumsum( rowInd ) );
b = sparse( rowInd, 1:nCols, 1, nRows, nCols );

Now you can use randperm to randomly permute the order of the columns:

nb = b(:, randperm(size(b,2)) );

Good luck with your thesis.