Continuous square root function on the space of nxn matrices

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Homework Help Overview

The discussion revolves around the existence of a continuous square root function for matrices in the space of n x n matrices, specifically questioning whether such a function can be defined for all matrices or only within a limited region around the identity matrix. The original poster mentions proving the existence of a square root function in a neighborhood of the identity matrix and seeks further clarification on the broader applicability of such functions, including cube roots and higher-order roots.

Discussion Character

  • Exploratory, Assumption checking, Conceptual clarification

Approaches and Questions Raised

  • The original poster attempts to explore the existence of a square root function for all matrices and considers the implications of compactness arguments. Some participants note that not all matrices possess square roots, citing specific examples and discussing the conditions under which positive semidefinite matrices do have square roots.

Discussion Status

The discussion is ongoing, with participants providing insights into the nature of matrix square roots and referencing relevant mathematical concepts such as functional calculus and spectral theory. There is a recognition of the complexity of the question, and while some guidance has been offered, no consensus has been reached regarding the existence of such functions for all matrices.

Contextual Notes

Participants are considering the limitations of matrix square roots and the conditions under which they exist, including the distinction between different types of matrices. The original poster's inquiry about higher-order roots suggests that the discussion may extend beyond square roots to other functions of matrices.

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Homework Statement


Hi again all,
I've just managed to prove the existence (non-constructively) of a 'square root function' f on some open epsilon-ball about the identity matrix 'I' such that [itex][f(A)]^2=A\qquad \forall\, A \,\text{ s.t.}\, \|I-A\|<\epsilon[/itex] within Mn, the space of n*n matrices (note that's f(A)^2, not f^2(A), so for example the identity function wouldn't work) - I used the inverse function theorem on A^2 to deduce its existence. However, I was wondering whether there exists a function f such that f2(A)=A [itex]\forall A \in M_n[/itex]? Or does there only exist such a function in a finite ball? What about for something like a cube root or a quintuple root function?

I was thinking perhaps some sort of compactness argument might work, but I couldn't reason anything in particular (and that's only if it isn't possible for the whole of [itex]M_n[/itex], otherwise compactness wouldn't work I don't suppose)

Many thanks for any help :)
 
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Any thoughts, anyone? Any help at all would be appreciated!
 
This is actually a fairly substantial question. Not every matrix has a square root; for instance, [tex]\begin{pmatrix}0&1\\0&0\end{pmatrix}[/tex] does not. But positive semidefinite matrices do; there are several possible constructions. The most "fundamental" one from a functional analysis point of view uses something called the functional calculus, which makes it possible to "apply" many real functions, not just the square root function, to linear operators.

Look at the Wikipedia article "Square root of a matrix" to start. For a more pedagogical treatment, there is lots of good material about spectral theory in finite-dimensional spaces (which is what this is related to) in Paul Halmos's book Finite-dimensional vector spaces.
 
ystael said:
This is actually a fairly substantial question. Not every matrix has a square root; for instance, [tex]\begin{pmatrix}0&1\\0&0\end{pmatrix}[/tex] does not. But positive semidefinite matrices do; there are several possible constructions. The most "fundamental" one from a functional analysis point of view uses something called the functional calculus, which makes it possible to "apply" many real functions, not just the square root function, to linear operators.

Look at the Wikipedia article "Square root of a matrix" to start. For a more pedagogical treatment, there is lots of good material about spectral theory in finite-dimensional spaces (which is what this is related to) in Paul Halmos's book Finite-dimensional vector spaces.

Thanks ever so much, how stupid of me not to spot that! Is it true of every order then, that there exists some matrix which isn't the n'th power of any matrix? (I couldn't come up with an example this late at night for the cube root, but I may be being slow ;-))
 

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