Is the Orthogonal Complement of a U-Invariant Subspace Also U-Invariant?

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SUMMARY

The discussion centers on proving two key properties of a finite-dimensional U-invariant subspace W of an inner product space V, where U is a unitary operator. The first property established is that U(W) equals W, confirming that W is invariant under U. The second property demonstrates that the orthogonal complement of W, denoted as W^, is also U-invariant. The proof relies on the definitions of unitary operators and the properties of inner products.

PREREQUISITES
  • Understanding of unitary operators, specifically the condition U*U = UU* = I.
  • Familiarity with inner product spaces and the concept of orthogonal complements.
  • Knowledge of U-invariant subspaces and their properties.
  • Basic linear algebra concepts, including range and nullity of operators.
NEXT STEPS
  • Study the properties of unitary operators in more depth, focusing on their spectral theorem implications.
  • Learn about the implications of U-invariance in the context of linear transformations.
  • Explore the concept of orthogonal complements in inner product spaces and their applications.
  • Investigate the relationship between the range and nullity of linear operators, particularly in the context of unitary transformations.
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Mathematicians, physics students, and anyone studying linear algebra or functional analysis, particularly those interested in the properties of unitary operators and their applications in inner product spaces.

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Homework Statement



Let U be a unitary operator on an inner product space V, and let W be a finite-dimensional U-invariant subspace of V. Prove that

(a) U(W) = W
(b) the orthogonal complement of W is U-invariant
(for ease of writing let the orthogonal complement of W be represented by W^.

Homework Equations



Unitary: U*U = UU* = I

The Attempt at a Solution



(a) first show that U(W) is contained in W, and then show that W in contained in U(W).
- U(W) is contained in W because W is U-invariant
- show W is contained in U(W)
choose x in W and show it is contained in U(W)
U(x) is in W
Is this circular thinking?
Should I instead show that the range of U (restricted to W) is W itself? Or that the nullity of U (restricted to W) is 0?

(b)
Note: U restricted to W (let’s call it U_w) is also unitary.

W^ = {x in V : <x, y>=0 for all y in W}

Now show that U(W^) is contained in W^

I’m not sure what to do now.

Thanks for your help!
 
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redyelloworange said:

Homework Statement



Let U be a unitary operator on an inner product space V, and let W be a finite-dimensional U-invariant subspace of V. Prove that

(a) U(W) = W
(b) the orthogonal complement of W is U-invariant
(for ease of writing let the orthogonal complement of W be represented by W^.

Homework Equations



Unitary: U*U = UU* = I

The Attempt at a Solution



(a) first show that U(W) is contained in W, and then show that W in contained in U(W).
- U(W) is contained in W because W is U-invariant
- show W is contained in U(W)
choose x in W and show it is contained in U(W)
U(x) is in W
Is this circular thinking? Should I instead show that the range of U (restricted to W) is W itself? Or that the nullity of U (restricted to W) is 0?
Do the last one.
(b)
Note: U restricted to W (let’s call it U_w) is also unitary.

W^ = {x in V : <x, y>=0 for all y in W}

Now show that U(W^) is contained in W^

I’m not sure what to do now.

Thanks for your help!
Use the definitions. You want to say that if x is in W^, then so is U(x). Well x is in W^ iff for all y in W, <x,y> = 0, and U(x) is in W^ iff for all y' in W, <U(x),y'> = 0.
 

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