Physlib

Physlib.QuantumMechanics.DDimensions.SpaceDHilbertSpace.Basic

Hilbert space for quantum mechanics on Space d

Member of the Hilbert space as a property

Construction of elements of the Hilbert space

37 declarations

abbrev

Hilbert space L2(Space d,C)L^2(\text{Space } d, \mathbb{C})

For a natural number dd, the Hilbert space for single-particle quantum mechanics on Space d\text{Space } d is defined as the space L2(Space d,C)L^2(\text{Space } d, \mathbb{C}) of square-integrable functions from Space d\text{Space } d to the complex numbers C\mathbb{C}, where functions that are equal almost everywhere are identified as equivalence classes.

definition

Antilinear map from Hilbert space H\mathcal{H} to its dual H\mathcal{H}^* via ff,f \mapsto \langle f, \cdot \rangle

For a natural number dd, let Hd=L2(Space d,C)\mathcal{H}_d = L^2(\text{Space } d, \mathbb{C}) be the Hilbert space of square-integrable functions. The function `toBra` is the antilinear map from Hd\mathcal{H}_d to its strong dual space Hd\mathcal{H}_d^*. For any fHdf \in \mathcal{H}_d, the resulting linear functional toBra(f)\text{toBra}(f) acts on an element gHdg \in \mathcal{H}_d by the inner product f,g\langle f, g \rangle. In the context of quantum mechanics, this represents the mapping of a state vector (a "ket") to its corresponding dual vector (a "bra").

theorem

toBra(f)(g)=f,gC\text{toBra}(f)(g) = \langle f, g \rangle_{\mathbb{C}}

Let dd be a natural number and Hd=L2(Space d,C)\mathcal{H}_d = L^2(\text{Space } d, \mathbb{C}) be the Hilbert space of square-integrable functions. For any two elements f,gHdf, g \in \mathcal{H}_d, the evaluation of the linear functional toBra(f)\text{toBra}(f) at the element gg is equal to the complex inner product f,gC\langle f, g \rangle_{\mathbb{C}}.

theorem

The map `toBra` is surjective

Let dd be a natural number and Hd=L2(Space d,C)\mathcal{H}_d = L^2(\text{Space } d, \mathbb{C}) be the Hilbert space of square-integrable functions. The antilinear map toBra:HdHd\text{toBra} : \mathcal{H}_d \to \mathcal{H}_d^*, which maps a state vector fHdf \in \mathcal{H}_d (a "ket") to its corresponding dual vector (a "bra") defined by the inner product f,\langle f, \cdot \rangle, is surjective.

theorem

The map `toBra` is injective

For a natural number dd, let Hd=L2(Space d,C)\mathcal{H}_d = L^2(\text{Space } d, \mathbb{C}) be the Hilbert space of square-integrable functions. The antilinear map toBra:HdHd\text{toBra}: \mathcal{H}_d \to \mathcal{H}_d^*, which maps a state vector fHdf \in \mathcal{H}_d (a "ket") to its corresponding dual vector (a "bra") defined by the inner product f,\langle f, \cdot \rangle, is injective.

definition

fL2(Space d)f \in L^2(\text{Space } d)

The proposition MemHS(f)\text{MemHS}(f) asserts that a complex-valued function f:Space dCf: \text{Space } d \to \mathbb{C} is a member of the L2L^2 space. This means that ff is almost everywhere strongly measurable and square-integrable, satisfying f(x)2dx<\int \|f(x)\|^2 \, dx < \infty. This condition allows the function to be lifted to the Hilbert space associated with the physical system.

theorem

fL2(Space d)f \in L^2(\text{Space } d) implies ff is a.e. strongly measurable

Let f:Space dCf: \text{Space } d \to \mathbb{C} be a complex-valued function. If fL2(Space d)f \in L^2(\text{Space } d) (i.e., ff is a member of the Hilbert space associated with the system), then ff is almost everywhere strongly measurable.

theorem

MemHS(f)\text{MemHS}(f) if and only if ff is AE strongly measurable and square-integrable

A complex-valued function f:Space dCf: \text{Space } d \to \mathbb{C} satisfies the property MemHS(f)\text{MemHS}(f) if and only if it is almost everywhere strongly measurable and square-integrable, meaning that the integral of its squared norm f(x)2dx\int \|f(x)\|^2 \, dx is finite.

theorem

0L2(Space d)0 \in L^2(\text{Space } d)

The zero function f(x)=0f(x) = 0 on Space d\text{Space } d is a member of the Hilbert space L2(Space d)L^2(\text{Space } d), satisfying the property MemHS(f)\text{MemHS}(f). This means that the zero function is almost everywhere strongly measurable and square-integrable, such that f(x)2dx<\int \|f(x)\|^2 \, dx < \infty.

theorem

The zero function is in L2(Space d)L^2(\text{Space } d)

The constant zero function f:Space dCf: \text{Space } d \to \mathbb{C}, defined by f(x)=0f(x) = 0 for all xSpace dx \in \text{Space } d, is a member of the Hilbert space L2(Space d)L^2(\text{Space } d) (i.e., it satisfies the MemHS\text{MemHS} property).

theorem

f,gL2(Space d)    f+gL2(Space d)f, g \in L^2(\text{Space } d) \implies f + g \in L^2(\text{Space } d)

For any complex-valued functions f,g:Space dCf, g: \text{Space } d \to \mathbb{C}, if both ff and gg are members of the L2L^2 space (meaning they are square-integrable such that f(x)2dx<\int \|f(x)\|^2 \, dx < \infty), then their sum f+gf + g is also a member of the L2L^2 space.

theorem

Scalar multiplication preserves L2L^2 membership

Let f:Space dCf: \text{Space } d \to \mathbb{C} be a complex-valued function and cCc \in \mathbb{C} be a complex scalar. If ff is a member of the Hilbert space L2(Space d)L^2(\text{Space } d) (meaning ff is square-integrable), then the scalar product cfc \cdot f is also a member of L2(Space d)L^2(\text{Space } d).

theorem

fL2 and f=aeg    gL2f \in L^2 \text{ and } f =_{ae} g \implies g \in L^2

Let f,g:Space dCf, g: \text{Space } d \to \mathbb{C} be complex-valued functions. If ff is square-integrable (satisfying the property MemHS(f)\text{MemHS}(f)) and ff is equal to gg almost everywhere with respect to the volume measure (f=m[volume]gf =ᵐ[\text{volume}] g), then gg is also square-integrable (satisfying MemHS(g)\text{MemHS}(g)).

theorem

[f]L2(Space d)    MemHS(f)[f] \in L^2(\text{Space } d) \iff \text{MemHS}(f)

For a natural number dd and an almost everywhere strongly measurable function f:Space dCf: \text{Space } d \to \mathbb{C}, the equivalence class of functions equal to ff almost everywhere is an element of the Hilbert space L2(Space d,C)L^2(\text{Space } d, \mathbb{C}) if and only if ff satisfies the square-integrability property MemHS(f)\text{MemHS}(f).

definition

Construction of an element of L2(Space d)L^2(\text{Space } d) from a function ff

Given a complex-valued function f:Space dCf: \text{Space } d \to \mathbb{C} and a proof hfh_f that ff is square-integrable (i.e., MemHS(f)\text{MemHS}(f) holds), this definition constructs the corresponding element in the Hilbert space L2(Space d,C)L^2(\text{Space } d, \mathbb{C}). The resulting element is the equivalence class of functions that are equal to ff almost everywhere.

theorem

fL2(Space d)    MemHS(f)f \in L^2(\text{Space } d) \implies \text{MemHS}(f)

For any element ff in the Hilbert space L2(Space d,C)L^2(\text{Space } d, \mathbb{C}), the coerced function f:Space dCf: \text{Space } d \to \mathbb{C} satisfies the property MemHS(f)\text{MemHS}(f), meaning it is almost everywhere strongly measurable and square-integrable.

theorem

Every element of L2(Space d)L^2(\text{Space } d) is represented by a square-integrable function

For every element ff in the Hilbert space L2(Space d,C)L^2(\text{Space } d, \mathbb{C}), there exists a complex-valued function g:Space dCg: \text{Space } d \to \mathbb{C} and a proof hgh_g that gg is square-integrable (i.e., MemHS(g)\text{MemHS}(g) holds), such that the element in the Hilbert space constructed from gg, denoted mk(hg)\text{mk}(h_g), is equal to ff. In other words, every element of the Hilbert space is represented by at least one square-integrable function.

theorem

mk(f)=f\text{mk}(f) = f almost everywhere

For any square-integrable function f:Space dCf : \text{Space } d \to \mathbb{C} (i.e., such that MemHS(f)\text{MemHS}(f) holds), the element mk(f)\text{mk}(f) in the Hilbert space L2(Space d)L^2(\text{Space } d) constructed from ff is equal to ff almost everywhere with respect to the volume measure.

theorem

mk(f),mk(g)C=f(x)g(x)dx\langle \text{mk}(f), \text{mk}(g) \rangle_{\mathbb{C}} = \int \overline{f(x)} g(x) \, dx

For any two complex-valued functions f,g:Space dCf, g: \text{Space } d \to \mathbb{C} that are square-integrable (i.e., MemHS(f)\text{MemHS}(f) and MemHS(g)\text{MemHS}(g) hold), the inner product of their corresponding elements mk(f)\text{mk}(f) and mk(g)\text{mk}(g) in the Hilbert space L2(Space d,C)L^2(\text{Space } d, \mathbb{C}) is equal to the integral of the product of the complex conjugate of ff and the function gg: mk(f),mk(g)C=Space df(x)g(x)dx\langle \text{mk}(f), \text{mk}(g) \rangle_{\mathbb{C}} = \int_{\text{Space } d} \overline{f(x)} g(x) \, dx where f(x)\overline{f(x)} denotes the complex conjugate of f(x)f(x).

theorem

[f]L2=fL2\| [f] \|_{L^2} = \| f \|_{L^2} for fL2(Space d,C)f \in L^2(\text{Space } d, \mathbb{C})

For any complex-valued function f:Space dCf: \text{Space } d \to \mathbb{C} that is square-integrable (i.e., MemHS(f)\text{MemHS}(f) holds), the L2L^2 norm of the element [f][f] in the Hilbert space L2(Space d,C)L^2(\text{Space } d, \mathbb{C}) constructed from ff is equal to the L2L^2 norm of the function ff itself: [f]L2=fL2\| [f] \|_{L^2} = \| f \|_{L^2} where [f][f] (denoted in the formal statement as `mk hf`) represents the equivalence class of functions equal to ff almost everywhere.

theorem

[f]L2(Space d,C)    f[f] \in L^2(\text{Space } d, \mathbb{C}) \iff f is square-integrable

Let f:Space dCf: \text{Space } d \to \mathbb{C} be an almost everywhere strongly measurable function. The equivalence class of ff (functions equal almost everywhere) belongs to the Hilbert space L2(Space d,C)L^2(\text{Space } d, \mathbb{C}) if and only if the function xf(x)2x \mapsto \|f(x)\|^2 is integrable over Space d\text{Space } d.

theorem

[f+g]=[f]+[g][f + g] = [f] + [g] in L2(Space d,C)L^2(\text{Space } d, \mathbb{C})

Let f,g:Space dCf, g: \text{Space } d \to \mathbb{C} be two square-integrable functions (satisfying MemHS(f)\text{MemHS}(f) and MemHS(g)\text{MemHS}(g)). Let [f][f] and [g][g] denote the elements (equivalence classes) in the Hilbert space L2(Space d,C)L^2(\text{Space } d, \mathbb{C}) constructed from these functions. Then the Hilbert space element corresponding to the sum of the functions f+gf + g is equal to the sum of the individual Hilbert space elements, that is, [f+g]=[f]+[g][f + g] = [f] + [g].

theorem

[cf]=c[f][c \cdot f] = c \cdot [f] in L2(Space d,C)L^2(\text{Space } d, \mathbb{C})

Let f:Space dCf: \text{Space } d \to \mathbb{C} be a square-integrable function and cCc \in \mathbb{C} be a complex scalar. Let [f][f] denote the element in the Hilbert space L2(Space d,C)L^2(\text{Space } d, \mathbb{C}) constructed from ff. Then the Hilbert space element corresponding to the scaled function cfc \cdot f is equal to the scalar cc multiplied by the element [f][f], that is, [cf]=c[f][c \cdot f] = c \cdot [f].

theorem

[f]=[g]    f=g[f] = [g] \iff f = g almost everywhere in L2(Space d,C)L^2(\text{Space } d, \mathbb{C})

Let f,g:Space dCf, g: \text{Space } d \to \mathbb{C} be two square-integrable functions (satisfying the property MemHS\text{MemHS}). Let [f][f] and [g][g] denote the corresponding elements (equivalence classes) in the Hilbert space L2(Space d,C)L^2(\text{Space } d, \mathbb{C}) constructed via the `mk` operation. Then [f]=[g][f] = [g] in the Hilbert space if and only if ff and gg are equal almost everywhere with respect to the volume measure (f=a.e.gf =^{a.e.} g).

theorem

f=g    f=gf = g \iff f = g almost everywhere in L2(Space d,C)L^2(\text{Space } d, \mathbb{C})

For any two elements ff and gg in the Hilbert space L2(Space d,C)L^2(\text{Space } d, \mathbb{C}), f=gf = g if and only if their representative functions from Space d\text{Space } d to C\mathbb{C} are equal almost everywhere with respect to the volume measure.

theorem

Addition in L2(Space d,C)L^2(\text{Space } d, \mathbb{C}) is pointwise addition almost everywhere

For any elements ψ\psi and ϕ\phi in the Hilbert space L2(Space d,C)L^2(\text{Space } d, \mathbb{C}), the representative function of their sum ψ+ϕ\psi + \phi is equal to the pointwise sum of the representative functions of ψ\psi and ϕ\phi almost everywhere with respect to the volume measure.

theorem

Subtraction in L2(Space d,C)L^2(\text{Space } d, \mathbb{C}) is pointwise subtraction almost everywhere

For any elements ψ\psi and ϕ\phi in the Hilbert space L2(Space d,C)L^2(\text{Space } d, \mathbb{C}), the function representing their difference ψϕ\psi - \phi is equal to the pointwise difference of the functions representing ψ\psi and ϕ\phi almost everywhere with respect to the volume measure.

theorem

Scalar multiplication in L2(Space d,C)L^2(\text{Space } d, \mathbb{C}) is pointwise almost everywhere

For a natural number dd, let L2(Space d,C)L^2(\text{Space } d, \mathbb{C}) be the Hilbert space of square-integrable functions from Space d\text{Space } d to the complex numbers C\mathbb{C}. For any scalar cc and any element ψL2(Space d,C)\psi \in L^2(\text{Space } d, \mathbb{C}), the representative function of the scalar multiplication cψc \cdot \psi is equal to the pointwise product of cc and the representative function of ψ\psi almost everywhere with respect to the volume measure. That is, (cψ)(x)=cψ(x)(c \cdot \psi)(x) = c \cdot \psi(x) for almost all xSpace dx \in \text{Space } d.

theorem

ψ0\psi \to 0 in L2(Space d,C)L^2(\text{Space } d, \mathbb{C}) if and only if ψ20\int \|\psi\|^2 \to 0

In the Hilbert space L2(Space d,C)L^2(\text{Space } d, \mathbb{C}) of square-integrable functions, a family of functions ψa\psi_a indexed by elements of a type α\alpha converges to zero along a filter ll if and only if the integral of their squared norms converges to zero. That is, limalψa=0    limalSpace dψa(x)2dx=0 \lim_{a \to l} \psi_a = 0 \iff \lim_{a \to l} \int_{\text{Space } d} \|\psi_a(x)\|^2 \, dx = 0 where the limit on the left is taken in the L2L^2 norm topology and the integral is the standard Lebesgue integral over the volume of Space d\text{Space } d.

definition

Linear projection map from L2(μ)L^2(\mu) to L2(μΩ)L^2(\mu|_\Omega)

For a subset ΩSpace d\Omega \subseteq \text{Space } d and a measure μ\mu, this definition provides a C\mathbb{C}-linear map from the Hilbert space L2(Space d,C,μ)L^2(\text{Space } d, \mathbb{C}, \mu) to the Hilbert space L2(Space d,C,μΩ)L^2(\text{Space } d, \mathbb{C}, \mu|_\Omega), where μΩ\mu|_\Omega denotes the restriction of the measure μ\mu to the set Ω\Omega.

theorem

Subspace projection of ψ\psi onto Ω\Omega is ψ\psi almost everywhere on Ω\Omega

For any subset ΩSpace d\Omega \subseteq \text{Space } d and any wavefunction ψL2(Space d,C,μ)\psi \in L^2(\text{Space } d, \mathbb{C}, \mu), the projection of ψ\psi onto the restricted Hilbert space L2(Space d,C,μΩ)L^2(\text{Space } d, \mathbb{C}, \mu|_\Omega) is equal to ψ\psi almost everywhere with respect to the restricted measure μΩ\mu|_\Omega.

theorem

PΩψψ\|P_\Omega \psi\| \leq \|\psi\| for the subspace projection map

Let L2(Space d,C,μ)L^2(\text{Space } d, \mathbb{C}, \mu) be the Hilbert space of square-integrable functions on Space d\text{Space } d with respect to a measure μ\mu. For any subset ΩSpace d\Omega \subseteq \text{Space } d, let PΩP_\Omega denote the linear projection map from L2(Space d,C,μ)L^2(\text{Space } d, \mathbb{C}, \mu) to L2(Space d,C,μΩ)L^2(\text{Space } d, \mathbb{C}, \mu|_\Omega) (where μΩ\mu|_\Omega is the restriction of μ\mu to Ω\Omega). For any wavefunction ψL2(Space d,C,μ)\psi \in L^2(\text{Space } d, \mathbb{C}, \mu), the L2L^2-norm of the projected wavefunction is less than or equal to the L2L^2-norm of the original wavefunction: PΩψψ\|P_\Omega \psi\| \leq \|\psi\|

definition

Linear isometry inclusion L2(Space d,μΩ)L2(Space d,μ)L^2(\text{Space } d, \mu|_\Omega) \hookrightarrow L^2(\text{Space } d, \mu)

For a measurable set ΩSpace d\Omega \subseteq \text{Space } d and a measure μ\mu, this definition is the C\mathbb{C}-linear isometry from the Hilbert space L2(Space d,μΩ,C)L^2(\text{Space } d, \mu|_\Omega, \mathbb{C}) to L2(Space d,μ,C)L^2(\text{Space } d, \mu, \mathbb{C}). It maps a wavefunction ψ\psi to its extension by zero outside of Ω\Omega, represented by the indicator function 1Ωψ\mathbb{1}_\Omega \psi.

theorem

The inclusion map L2(μΩ)L2(μ)L^2(\mu|_\Omega) \hookrightarrow L^2(\mu) is equal to the indicator function extension μ\mu-a.e.

Let dd be a natural number and μ\mu be a measure on Space d\text{Space } d. For any measurable set ΩSpace d\Omega \subseteq \text{Space } d and any wave function ψ\psi in the Hilbert space L2(Space d,μΩ,C)L^2(\text{Space } d, \mu|_\Omega, \mathbb{C}), the inclusion of ψ\psi into the global Hilbert space L2(Space d,μ,C)L^2(\text{Space } d, \mu, \mathbb{C}) is equal to the indicator function 1Ωψ\mathbb{1}_\Omega \psi almost everywhere with respect to μ\mu.

theorem

PΩIΩ=idP_\Omega \circ I_\Omega = \text{id} for L2(Space d)L^2(\text{Space } d) on Subspace Ω\Omega

For a measurable set ΩSpace d\Omega \subseteq \text{Space } d and a measure μ\mu on Space d\text{Space } d, let L2(Space d,μ,C)L^2(\text{Space } d, \mu, \mathbb{C}) denote the Hilbert space of square-integrable functions. Let IΩ:L2(Space d,μΩ)L2(Space d,μ)I_\Omega : L^2(\text{Space } d, \mu|_\Omega) \hookrightarrow L^2(\text{Space } d, \mu) be the linear isometry inclusion that extends a wavefunction by zero outside of Ω\Omega, and let PΩ:L2(Space d,μ)L2(Space d,μΩ)P_\Omega : L^2(\text{Space } d, \mu) \to L^2(\text{Space } d, \mu|_\Omega) be the linear projection map that restricts a wavefunction to Ω\Omega. Then PΩP_\Omega is a left inverse of IΩI_\Omega, which means that for any ψL2(Space d,μΩ)\psi \in L^2(\text{Space } d, \mu|_\Omega), we have PΩ(IΩ(ψ))=ψP_\Omega(I_\Omega(\psi)) = \psi.

theorem

p(i(ψ))=ψp(i(\psi)) = \psi for wavefunctions ψL2(Space d,μΩ)\psi \in L^2(\text{Space } d, \mu|_\Omega)

Let ΩSpace d\Omega \subseteq \text{Space } d be a measurable set and μ\mu be a measure on Space d\text{Space } d. Let L2(Space d,μ,C)L^2(\text{Space } d, \mu, \mathbb{C}) be the Hilbert space of square-integrable functions, and let L2(Space d,μΩ,C)L^2(\text{Space } d, \mu|_\Omega, \mathbb{C}) be the Hilbert space with respect to the measure μ\mu restricted to Ω\Omega. If i:L2(μΩ)L2(μ)i : L^2(\mu|_\Omega) \hookrightarrow L^2(\mu) is the linear isometry that includes a wavefunction ψ\psi into the larger space (by extending it by zero outside Ω\Omega) and p:L2(μ)L2(μΩ)p : L^2(\mu) \to L^2(\mu|_\Omega) is the linear projection map, then for any ψL2(μΩ)\psi \in L^2(\mu|_\Omega), it holds that p(i(ψ))=ψp(i(\psi)) = \psi.

theorem

The subspace projection L2(μ)L2(μΩ)L^2(\mu) \to L^2(\mu|_\Omega) is surjective

Let dd be a natural number and let μ\mu be a measure on Space d\text{Space } d. For any measurable subset ΩSpace d\Omega \subseteq \text{Space } d, the linear projection map from the Hilbert space L2(Space d,C,μ)L^2(\text{Space } d, \mathbb{C}, \mu) to the Hilbert space L2(Space d,C,μΩ)L^2(\text{Space } d, \mathbb{C}, \mu|_\Omega) is surjective, where μΩ\mu|_\Omega denotes the restriction of the measure μ\mu to the set Ω\Omega.