A short one on symmetric matrices

AI Thread Summary
The discussion revolves around finding the matrix L in the equation LTL = UDUT for a real symmetric matrix. It is proposed that L can be expressed as L = ±D1/2UT, which satisfies the equation. The question arises whether this form of L can be derived directly from the equation. It is clarified that L is not unique, as different unitary matrices U can yield the same result when D equals 1. The conclusion emphasizes that while the proposed form for L works, it does not imply that L must equal ±T(U).
Päällikkö
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This isn't really homework, but close enough. I suppose this is quite simple, but my head's all tangled up for today. Anyways,
Given the real symmetric matrix
LTL = UDUT, find L.

I suppose L = +- D1/2UT, and it's clear this choice of L satisfies the given equation.

But can it be proven that the above L actually follows from the given equation? i.e.
LTL = UDUT = (D1/2UT)T(D1/2UT) <=> L = +- D1/2UT?
Am I making any sense?
 
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So you are asking if L is unique? No. Take L and U to be different unitary matrices and D=1. Then T(L).L=1=U.D.T(U) (T=transpose). But it certainly isn't necessarily true that L=+/-T(U).
 
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