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Positive square root of a compact positive operator
Statement
Assume the Axiom of Countable Choice (The Axiom of Countable Choice ()). Let be a real or complex Hilbert space (Hilbert space) and let be a compact self-adjoint positive operator (Compact linear operator, Self-adjoint, positive, unitary and normal operators, A bounded linear operator between normed spaces), so that is a nonnegative real for every . Then there is a compact self-adjoint positive operator with , and it is unique: if is compact and positive (Self-adjoint, positive, unitary and normal operators) with , then . The root acts by multiplication by on each positive eigenspace , , and by zero on ; in particular is the operator denoted or .
Facts & Assumptions
Given: Countable Choice, a real or complex Hilbert space , a compact self-adjoint positive , the set is an eigenvalue of , the eigenspaces , and .
Spectral theorem for . is finite or countably infinite, each has finite dimension and an orthonormal basis, distinct eigenspaces are orthogonal, , and with in norm for , where is the orthogonal projection onto (Spectral theorem for compact self adjoint operators, Eigenspaces of a self adjoint operator are orthogonal, Eigenvalues, eigenvectors, eigenspaces , and the spectrum of an endomorphism, Orthonormal families, complete orthonormal systems and Hilbert bases).
Stability data. The are finite sums of rank-one maps and satisfy and ; the family is orthogonal with (Bessel) and the expansion of over the union of orthonormal bases of the converges to the component of in (The finite Bessel inequality and best approximation by a finite orthonormal family, Parseval equivalences for an orthonormal family, Fourier expansion in a Hilbert space, Orthogonality and the orthogonal complement, Real and complex inner-product spaces and their induced length).
Square-summable orthogonal families. If is an orthogonal family in a Hilbert space with , then the finite-subset net of converges and the limit satisfies (Square-summable orthogonal families have norm-convergent finite sums, Square-summable families on an arbitrary index set and the space ).
Orthogonal decomposition. For a closed subspace one has with closed and direct, and a bounded linear operator that vanishes on and on is zero; limits of convergent sequences are unique (Orthogonal decomposition by a closed subspace, Linear subspace of a vector space, Convergence of a sequence in a metric space: iff in , Hilbert space, Banach space).
Compactness and finite rank. A finite-rank bounded operator is compact; under a norm limit of compact operators into a Banach space is compact; scalar multiples and images of compact sets under continuous maps are compact (Bounded finite rank operators are compact, Norm limit of compact operators is compact, Compact linear operator, The operator norm as the least bound and as the unit-sphere or unit-ball supremum, For a linear operator, boundedness, continuity at 0, continuity, and Lipschitz continuity are equivalent).
Finite spectral thresholds. For each real there are only finitely many with ; in particular is finite for every (Spectral theorem for compact self adjoint operators).
Proof
Given: Countable Choice, the compact self-adjoint positive , its positive eigenvalues , the eigenspaces and the projections , and .
Construction of the root. Positivity forces for every eigenvalue of , because for a unit eigenvector one has ; hence consists of positive numbers and is an eigenvalue only in the form of the kernel [A1]. For set , a finite-subset net over the at most countable index set . The family is orthogonal with , using the expansion, orthogonality and Bessel [A1, A2]; so [A3] makes the net converge, is well defined with , and is linear with . Moreover , because is self-adjoint and [A2]; and is self-adjoint, since by absolute convergence and self-adjointness of each . Finally : on one has whence , both operators are continuous and agree on the linear span of , hence on by continuity, and both vanish on (for , for all because and is in every ), so on by [A4].
Every positive square root kills the kernel. Let be compact and positive with , and let . Put , so . For every real , positivity at gives . Here is real and nonnegative. If , choosing makes the right side , impossible. Thus for every . This works over both scalar fields and uses neither self-adjointness nor compactness of .
The root is compact. For each let , finite by [A7], and put . This operator has finite-dimensional range by [A1], so is compact by [A5], including when is empty. For every , the orthogonal summation identity [A3] and Bessel [A2] give . Thus . Since is Banach, [A5] implies that is compact. The same zero-based sequence handles empty, finite and infinite .
A positive square root acts diagonally. Let be as in [step 1.2], let , and put . For set . The identity gives . Positivity therefore implies , forcing . Hence on the entire eigenspace, without a diagonalization of or an assumption that is self-adjoint.
Existence. By [step 1.1] and [step 1.3] the operator is a compact self-adjoint positive operator with , and by construction it acts as on each , , and as on .
Uniqueness. Let be compact and positive with . By [step 1.2] vanishes on , by [step 2.1] it equals on each , and by [step 2.2] the same two descriptions hold for ; hence the bounded operator vanishes on and on each . Since is the closed linear span of by [A1], continuity gives .
Conclusion. The operator of [step 1.1] is compact, self-adjoint and positive with by [step 2.2], and [step 3.1] shows that every compact positive with equals ; the action of on the positive eigenspaces and on the kernel is stated in [step 2.2]. This proves the lemma, including the uniqueness among compact positive square roots.
Depends on
- Spectral theorem for compact self adjoint operators
- Eigenspaces of a self adjoint operator are orthogonal
- Self-adjoint, positive, unitary and normal operators
- Hilbert-adjoint identities
- The Hilbert-space adjoint of a bounded operator
- Compact linear operator
- Bounded finite rank operators are compact
- Norm limit of compact operators is compact
- Orthogonal decomposition by a closed subspace
- Square-summable orthogonal families have norm-convergent finite sums
- The finite Bessel inequality and best approximation by a finite orthonormal family
- Parseval equivalences for an orthonormal family
- Square-summable families on an arbitrary index set and the space $\ell^2(I)$
- Eigenvalues, eigenvectors, eigenspaces $E_\lambda(T)=\ker(T-\lambda I)$, and the spectrum $\sigma_F(T)$ of an endomorphism
- Orthonormal families, complete orthonormal systems and Hilbert bases
- Orthogonality and the orthogonal complement
- Every finite-dimensional real or complex inner product space has an orthonormal basis
- Real spectral theorem: a self-adjoint endomorphism of a finite-dimensional real inner product space has an orthonormal eigenbasis
- Complex spectral theorem: a normal endomorphism of a finite-dimensional complex inner product space has an orthonormal eigenbasis, and conversely
- Real and complex inner-product spaces and their induced length
- Hilbert space
- The operator norm as the least bound and as the unit-sphere or unit-ball supremum
- A bounded linear operator between normed spaces
- For a linear operator, boundedness, continuity at 0, continuity, and Lipschitz continuity are equivalent
- Convergence of a sequence in a metric space: $x_k \to x$ iff $d(x_k, x) \to 0$ in $\mathbb{R}$
- Banach space
- Linear subspace of a vector space
- Kernel and image of a linear map
- Finite, countably infinite, countable, uncountable
- Countable unions of at most countable sets, assuming $\mathrm{AC}_\omega$
- For every $\varepsilon > 0$ in a complete ordered field there is a natural $n \ge 1$ with $1/n < \varepsilon$
- The Axiom of Countable Choice ($\mathrm{AC}_\omega$)
- Fourier expansion in a Hilbert space
Used by
- Absolute value and singular values of a compact operator Definition
- Fredholm determinant of a trace-class operator Definition
- Adjoint, norm and trace of an operator of rank at most one Example
- Diagonal Schatten class criteria on ell two Example
- Singular value decomposition for compact operators Theorem
- Trace class iff product of two Hilbert Schmidt operators Theorem
- Trace of a positive operator is the sum of its eigenvalues Theorem
Dependency tree · two levels
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Sources
- Gerald Teschl, Topics in Real and Functional Analysis, version November 17, 2017 — §3.2 (support decomposition) and §3.5 (absolute value of a compact operator) (standard reference, not scraped)
- Anthony W. Knapp, Advanced Real Analysis — Chapter II, §§2 and 5 (standard reference, not scraped)