How to change non zero value into 0?
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I want to manipulate n*n matrix such the last 10 non-zeros value in every column of matrix and change them into zero.Matrix is in the form of binary[0,1].
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Andrei Bobrov
2019년 8월 21일
Let A - your binary array (n x n)
m = 10;
B = cumsum(A);
out = A.*(B(end,:) - m >= B);
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John D'Errico
2019년 8월 21일
편집: John D'Errico
2019년 8월 21일
You want to reset the last 10 non-zeros to zero, in each column. So, let me build an example matrix.
A = rand(20,5) > 0.25
A =
20×5 logical array
1 0 0 1 1
1 1 1 1 1
1 1 0 1 1
1 1 1 0 1
0 1 1 1 1
1 1 1 1 1
1 1 0 1 0
1 1 0 1 1
1 1 1 1 1
0 0 1 1 0
0 0 1 0 1
0 0 1 1 1
1 1 0 0 0
0 1 0 1 1
1 1 1 1 1
1 0 0 1 0
1 1 1 0 1
1 0 1 1 1
1 1 1 0 0
1 1 1 1 1
In this kind of boring example, there should be roughly 15 non-zeros in each column. But you want to kill off only the last 10 in each column.
The trivial way to do this is to use a loop. It is always a good idea to think of a SIMPLE way to solve a problem, and only then, if it is a problem, then worry about finding a better solution.
B = A;
for i = 1:size(A,2)
B(find(A(:,i),10,'last'),i) = 0;
end
We can verify that it worked, simply enough.
sum(A,1)
ans =
15 14 13 15 15
sum(B,1)
ans =
5 4 3 5 5
B
B =
20×5 logical array
1 0 0 1 1
1 1 1 1 1
1 1 0 1 1
1 1 1 0 1
0 1 1 1 1
1 0 0 1 0
0 0 0 0 0
0 0 0 0 0
0 0 0 0 0
0 0 0 0 0
0 0 0 0 0
0 0 0 0 0
0 0 0 0 0
0 0 0 0 0
0 0 0 0 0
0 0 0 0 0
0 0 0 0 0
0 0 0 0 0
0 0 0 0 0
0 0 0 0 0
It is clear the loop worked as expected. It is simple, and sufficient to solve the problem, and not even that inefficient. The code is concise, and easy to understand. It will run in almost any version of MATLAB since it only needs the 'last' option for find, which was introduced into MATLAB, and that must have been well over 20 years since that happened.
If there were issues with time (and ONLY then) I would then consider more sophisticated ideas. Do you have many thousands, or even millions of columns to work on? Will this code run millions of times? If not, then don't bother looking for something more efficient.
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KSSV
2019년 8월 21일
If A is your matrix. To get non-zero indices use:
idx = A>0 ;
To replace them to zero use:
A(idx) = 0 ;
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madhan ravi
2019년 8월 21일
KSSV no, if for instance , last two non zeros in each column to zero:
>> A
A =
4×2 logical array
0 0
1 1
0 1
1 1
>> Expected_result
Expected_result =
4×2 logical array
0 0
0 1
0 0
0 0
>>
Clear now?
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