How to sort the rows of an array by the total number of zeros in the row
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I have any array where each row is a unique vector index, I want to sort the array so that column by column the numbers increase but also I want to make sure that the number of zeros in any given row does not increase from the previous row. For example, I want this:
V =
1 0 0
2 0 0
3 0 0
0 1 0
1 1 0
2 1 0
0 2 0
1 2 0
0 3 0
0 0 1
1 0 1
2 0 1
0 1 1
1 1 1
0 2 1
0 0 2
1 0 2
0 1 2
0 0 3
To be
V =
1 0 0
2 0 0
3 0 0
0 1 0
0 2 0
0 3 0
0 0 1
0 0 2
0 0 3
1 1 0
2 1 0
1 2 0
1 0 1
2 0 1
1 0 2
0 1 1
0 1 2
0 2 1
1 1 1
The actual order of the nonzero numbers in a section with a constain pattern in zeros column-wise doesn't matter so long as the zeros follow the pattern shown is all that matters. How could I do this, particlarly in a succinct and efficient way, but I'd like it work regardless of the size of the 2D matrix. Additionally, what would be the fastest way to break the array into those sections, i.e.
V1 =
1 0 0
2 0 0
3 0 0
V2 =
0 1 0
0 2 0
0 3 0
V3 =
0 0 1
0 0 2
0 0 3
V12 =
1 1 0
2 1 0
1 2 0
V13 =
1 0 1
2 0 1
1 0 2
V23 =
0 1 1
0 1 2
0 2 1
V123 =
1 1 1
Again something that could do this regardless of the size of the matrix.
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Stephen23
2023년 3월 18일
편집: Stephen23
2023년 3월 18일
A = [1,0,0;2,0,0;3,0,0;0,1,0;1,1,0;2,1,0;0,2,0;1,2,0;0,3,0;0,0,1;1,0,1;2,0,1;0,1,1;1,1,1;0,2,1;0,0,2;1,0,2;0,1,2;0,0,3]
[~,X] = sortrows([-sum(A==0,2),A(:,end:-1:1)]);
B = A(X,:)
or equivalently:
[~,X] = sortrows([sum(A==0,2),A],[-1,1+size(A,2):-1:1]);
B = A(X,:)
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