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PhyslibAlpha.ProbabilisticTheory.HilbertSpace.Unbounded.Cayley.Inverse

The inverse Cayley transform

i. Overview

For a unitary `u`, the inverse Cayley transform is the operator `i (1 + u)(1 - u)⁻¹`, defined on the range of `1 - u`. If `1` is not an eigenvalue of `u`, the range of `1 - u` is dense and the inverse Cayley transform is self-adjoint. It inverts the Cayley transform of a self-adjoint operator.

ii. Key results

- `inverseCayleyPMap` : the inverse Cayley transform of a unitary. - `CayleyUnitaryData` : a unitary without eigenvalue `1`. - `inverseCayleyPMap_isSelfAdjoint` : the inverse Cayley transform is self-adjoint. - `cayleyContinuousLinearMap_inverseCayleyPMap_eq` : the Cayley transform of the inverse Cayley transform is `u`.

iii. Table of contents

  • A. The partial inverse Cayley transform
  • B. Density of the range of `1 - u`
  • C. Self-adjointness of the inverse Cayley transform
  • D. Round trip with the forward Cayley transform

A. The partial inverse Cayley transform

B. Density of the range of `1 - u`

C. Self-adjointness of the inverse Cayley transform

D. Round trip with the forward Cayley transform

25 declarations

definition

Unitary operator as a partial linear map

Let HH be a complex Hilbert space. For a unitary operator u:H≅Hu: H \cong H, this definition represents uu as a partially defined linear map (a `LinearPMap`) from HH to HH whose domain is the entire space HH.

theorem

The domain of a unitary operator viewed as a partial map is the entire space HH

Let HH be a complex Hilbert space and let u:H→Hu: H \to H be a unitary operator. When uu is viewed as a partially defined linear map, its domain is the entire space HH (denoted by ⊤\top).

theorem

dom(1−u)=⊤\text{dom}(1 - u) = \top for a unitary operator uu

Let HH be a complex Hilbert space and let u:H→Hu: H \to H be a unitary operator. When 1−u1 - u is viewed as a partially defined linear map, its domain is the entire space HH (denoted by ⊤\top).

definition

Partial inverse Cayley transform i(I+u)(I−u)−1i(I+u)(I-u)^{-1}

Let HH be a complex Hilbert space and u:H→Hu: H \to H be a unitary operator. The partial inverse Cayley transform of uu is the partial linear map from HH to HH defined by i(I+u)(I−u)−1i(I + u)(I - u)^{-1}, where II is the identity operator and ii is the imaginary unit. The domain of this operator is the range of I−uI - u.

theorem

dom(inverseCayleyPMap u)=ran(I−u)\text{dom}(\text{inverseCayleyPMap } u) = \text{ran}(I - u)

Let HH be a complex Hilbert space and u:H→Hu: H \to H be a unitary operator. The domain of the partial inverse Cayley transform of uu is equal to the range of the operator I−uI - u, where II is the identity operator on HH.

theorem

If ker⁡(I−u)={0}\ker(I - u) = \{0\}, then the range of I−uI - u is dense for unitary uu

Let HH be a complex Hilbert space and let u:H→Hu: H \to H be a unitary operator. If the kernel of the operator I−uI - u is trivial (i.e., ker⁡(I−u)={0}\ker(I - u) = \{0\}, meaning 11 is not an eigenvalue of uu), then the range of I−uI - u is dense in HH.

theorem

unitaryToPMap(cayleyUnitary T)=cayleyPMap T\text{unitaryToPMap}(\text{cayleyUnitary } T) = \text{cayleyPMap } T for self-adjoint TT

Let HH be a complex Hilbert space and TT be a self-adjoint partially defined linear operator on HH. The unitary operator obtained via the Cayley transform of TT, denoted cayleyUnitary(T)\text{cayleyUnitary}(T), is equal to the Cayley transform of TT defined as a partial linear map, denoted cayleyPMap(T)\text{cayleyPMap}(T), when the former is represented as a partial linear map.

theorem

ker⁡(1−U)={0}\ker(1 - U) = \{0\} for the Cayley transform UU of a self-adjoint operator TT

Let HH be a complex Hilbert space. If TT is a self-adjoint partially defined linear operator on HH and UU is the unitary operator defined as the Cayley transform of TT, then the kernel of the operator 1−U1 - U is trivial: ker⁡(1−U)={0}.\ker(1 - U) = \{0\}.

theorem

range(aQ)=range(Q)\text{range}(a Q) = \text{range}(Q) for a≠0a \neq 0

Let QQ be a partially defined linear operator on a complex Hilbert space HH. For any non-zero complex scalar a∈Ca \in \mathbb{C}, the range of the operator aQa Q is equal to the range of QQ, i.e., range(aQ)=range(Q)\text{range}(a Q) = \text{range}(Q).

theorem

Q(Q−1y)=yQ(Q^{-1}y) = y for injective linear partial maps

Let HH be a Hilbert space over C\mathbb{C} and let QQ be a linear partial map on HH. If the kernel of QQ is trivial, i.e., ker⁡Q={0}\ker Q = \{0\}, then for any vector yy in the domain of the inverse partial map Q−1Q^{-1} (which is equivalent to the range of QQ), applying QQ to the image of yy under Q−1Q^{-1} yields yy: Q(Q−1y)=yQ(Q^{-1}y) = y

theorem

The domain of the inverse Cayley transform of the Cayley transform of TT is dom(T)\text{dom}(T)

Let HH be a complex Hilbert space and TT be a self-adjoint partial linear operator on HH. Let u=(T−iI)(T+iI)−1u = (T - iI)(T + iI)^{-1} be the Cayley transform of TT. Then the domain of the inverse Cayley transform of uu (defined as i(I+u)(I−u)−1i(I + u)(I - u)^{-1}) is equal to the domain of TT.

theorem

Value of the inverse Cayley transform i(I+u)(I−u)−1i(I+u)(I-u)^{-1} on the range of I−uI-u

Let HH be a complex Hilbert space and u:H→Hu : H \to H be a unitary operator. Suppose that the operator I−uI - u has a trivial kernel, where II is the identity operator (meaning 11 is not an eigenvalue of uu). For any vector aa in the domain of I−uI - u, let x=(I−u)ax = (I - u)a be a vector in the range of I−uI - u. Then the inverse Cayley transform of uu, defined as i(I+u)(I−u)−1i(I + u)(I - u)^{-1}, maps xx to i(I+u)ai(I + u)a: (i(I+u)(I−u)−1)((I−u)a)=i(I+u)a (i(I + u)(I - u)^{-1})((I - u)a) = i(I + u)a where ii is the imaginary unit.

theorem

The inverse Cayley transform of the Cayley transform of a self-adjoint operator TT is TT

Let HH be a complex Hilbert space and TT be a self-adjoint partial linear operator on HH. Let uu be the Cayley transform of TT (denoted `cayleyUnitary T`). Then the partial inverse Cayley transform of uu, defined as i(I+u)(I−u)−1i(I + u)(I - u)^{-1}, is equal to TT.

theorem

⟨i(a+ua),b−ub⟩=⟨a−ua,i(b+ub)⟩\langle i(a + ua), b - ub \rangle = \langle a - ua, i(b + ub) \rangle for unitary uu

Let HH be a complex Hilbert space and u:H→Hu: H \to H be a unitary linear isometry. For any vectors a,b∈Ha, b \in H, the following identity holds: ⟨i(a+u(a)),b−u(b)⟩=⟨a−u(a),i(b+u(b))⟩ \langle i(a + u(a)), b - u(b) \rangle = \langle a - u(a), i(b + u(b)) \rangle where ii is the imaginary unit and ⟨⋅,⋅⟩\langle \cdot, \cdot \rangle denotes the complex inner product.

theorem

Symmetry of the inverse Cayley transform of a unitary operator

Let HH be a complex Hilbert space and u:H→Hu: H \to H be a unitary linear isometry. If the operator I−uI - u is injective (i.e., its kernel is trivial, ker⁡(I−u)={0}\ker(I - u) = \{0\}), then the inverse Cayley transform of uu, defined as the partial linear operator i(I+u)(I−u)−1i(I + u)(I - u)^{-1} with domain ran⁡(I−u)\operatorname{ran}(I - u), is symmetric. That is, for all x,y∈ran⁡(I−u)x, y \in \operatorname{ran}(I - u), the inner product satisfies ⟨i(I+u)(I−u)−1x,y⟩=⟨x,i(I+u)(I−u)−1y⟩.\langle i(I + u)(I - u)^{-1}x, y \rangle = \langle x, i(I + u)(I - u)^{-1}y \rangle.

theorem

Φ(u)x+ix=2ia\Phi(u)x + ix = 2ia for the inverse Cayley transform Φ(u)\Phi(u) and x=(I−u)ax = (I - u)a

Let HH be a complex Hilbert space and u:H→Hu : H \to H be a unitary operator such that the kernel of I−uI - u is trivial. For any a∈Ha \in H, let x=(I−u)ax = (I - u)a, which is an element of the domain of the inverse Cayley transform Φ(u)=i(I+u)(I−u)−1\Phi(u) = i(I + u)(I - u)^{-1}. Then the following identity holds: Φ(u)x+ix=2ia \Phi(u)x + i x = 2ia where II is the identity operator and ii is the imaginary unit.

theorem

C−1(u)x−ix=2iu(a)C^{-1}(u)x - ix = 2iu(a) for x=(I−u)ax = (I - u)a

Let HH be a complex Hilbert space and u:H→Hu: H \to H be a unitary operator such that 11 is not an eigenvalue of uu (i.e., the kernel of I−uI - u is trivial). Let C−1(u)=i(I+u)(I−u)−1C^{-1}(u) = i(I + u)(I - u)^{-1} be the inverse Cayley transform of uu, which is a partially defined linear map with domain ran(I−u)\text{ran}(I - u). For any a∈Ha \in H, let x=(I−u)ax = (I - u)a. Then the following identity holds: C−1(u)x−ix=2iu(a)C^{-1}(u)x - ix = 2i u(a) where ii is the imaginary unit and II is the identity operator.

theorem

The inverse Cayley transform of uu has a dense domain if ran(I−u)\text{ran}(I - u) is dense

Let HH be a complex Hilbert space and u:H→Hu : H \to H be a unitary operator. If the range of the operator I−uI - u (where II is the identity operator) is dense in HH, then the domain of the partial inverse Cayley transform of uu, defined as i(I+u)(I−u)−1i(I + u)(I - u)^{-1}, is also dense in HH.

theorem

range(K+iI)=H\text{range}(K + iI) = H for the inverse Cayley transform KK

Let HH be a complex Hilbert space and u:H→Hu : H \to H be a unitary operator. If the kernel of I−uI - u is trivial (i.e., ker⁡(I−u)={0}\ker(I - u) = \{0\}), where II is the identity operator, then the range of the operator K+iIK + iI is the entire space HH, where K=i(I+u)(I−u)−1K = i(I + u)(I - u)^{-1} is the partial inverse Cayley transform of uu and ii is the imaginary unit.

theorem

The range of Ku−iIK_u - iI is the entire space HH for the inverse Cayley transform KuK_u

Let HH be a complex Hilbert space and u:H→Hu: H \to H be a unitary operator. Suppose that 11 is not an eigenvalue of uu, meaning the kernel of I−uI - u is trivial, where II is the identity operator. Let KuK_u be the inverse Cayley transform of uu, defined as the partial linear map i(I+u)(I−u)−1i(I + u)(I - u)^{-1} with domain equal to the range of I−uI - u. Then the range of the operator Ku−iIK_u - iI is the entire space HH, where ii is the imaginary unit.

theorem

The Inverse Cayley Transform is Self-Adjoint

Let HH be a complex Hilbert space and u:H→Hu: H \to H be a unitary operator. Suppose that 11 is not an eigenvalue of uu (i.e., the kernel ker⁡(I−u)={0}\ker(I - u) = \{0\}) and that the range of I−uI - u is dense in HH. Then the inverse Cayley transform of uu, defined as the partial linear map i(I+u)(I−u)−1i(I + u)(I - u)^{-1} with domain ran(I−u)\text{ran}(I - u), is a self-adjoint operator.

theorem

The Cayley transform of the inverse Cayley transform of a unitary uu is equal to uu

Let HH be a complex Hilbert space and u:H→Hu : H \to H be a unitary operator. Suppose that 11 is not an eigenvalue of uu (i.e., ker⁡(I−u)={0}\ker(I - u) = \{0\}) and that the range of I−uI - u is dense in HH. Let Ku=i(I+u)(I−u)−1K_u = i(I + u)(I - u)^{-1} be the inverse Cayley transform of uu, which is a self-adjoint partially defined linear operator. Then the Cayley transform of KuK_u, defined as the bounded linear operator C(Ku)=(Ku−iI)(Ku+iI)−1\mathcal{C}(K_u) = (K_u - iI)(K_u + iI)^{-1}, satisfies C(Ku)x=u(x)\mathcal{C}(K_u)x = u(x) for all x∈Hx \in H.

theorem

The Cayley transform of the inverse Cayley transform of uu equals uu

Let HH be a complex Hilbert space and u:H→Hu: H \to H be a unitary operator. Suppose that 11 is not an eigenvalue of uu (i.e., ker⁡(I−u)={0}\ker(I - u) = \{0\}) and that the range of I−uI - u is dense in HH. Let TT be the inverse Cayley transform of uu, defined as the partial linear map T=i(I+u)(I−u)−1T = i(I + u)(I - u)^{-1}. Then the Cayley transform of TT, defined as the bounded linear operator C(T)=(T−iI)(T+iI)−1C(T) = (T - iI)(T + iI)^{-1}, is equal to uu.

theorem

The inverse Cayley transform of a unitary uu is self-adjoint if ker⁡(I−u)={0}\ker(I - u) = \{0\}

Let HH be a complex Hilbert space and u:H→Hu: H \to H be a unitary operator. If the kernel of I−uI - u is trivial (i.e., ker⁡(I−u)={0}\ker(I - u) = \{0\}), then the inverse Cayley transform of uu, defined as the partial linear map i(I+u)(I−u)−1i(I + u)(I - u)^{-1}, is self-adjoint.

theorem

The inverse Cayley transform of a unitary operator without eigenvalue 11 is self-adjoint

Let HH be a complex Hilbert space and u:H→Hu: H \to H be a unitary operator. If 11 is not an eigenvalue of uu, then the inverse Cayley transform of uu, defined as the partial linear map i(I+u)(I−u)−1i(I + u)(I - u)^{-1} on the range of I−uI - u, is a self-adjoint operator.