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Non-square matrix inverse

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Mohammad
Mohammad 2023-12-1
回答： John D'Errico 2023-12-1
I have a set of data, where x is a 8*100 matrix. I convert it into xyz coordinates by multiplying with a transformation vector t (3*8), so that:
B = t*x, resulting in B which is a 3*100 matrix.
I am trying to figure out a way to go from B back to x.
I have tried to do x = pinv(t) * B, but the values were significantly off.
Would appreciate any help!
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Matt J
Matt J 2023-12-1
I have tried to do x = pinv(t) * B, but the values were significantly off.
That's the best you are going to be able to do.

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回答（1 个）

John D'Errico
John D'Errico 2023-12-1
Ran in:
You CANNOT do so. That is, you cannot learn the original values. You cannot go backwards. A simple example is:
Choose any two numbers. Call them x and y. I'll pick them for you as an example:
x = rand
x = 0.6625
y = rand
y = 0.2189
Having done so, add them together.
z = x + y
z = 0.8814
Now, knowing ONLY the value of z, and the fact that you added x and y together to get z, can you now infer the original values of x and y? OF COURSE NOT!
x and y could be ANY numbers that added together, yield 0.8814.

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