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Physlib.SpaceAndTime.TimeAndSpace.ConstantTimeDist

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theorem

The Time Integral of a Schwartz Map is Continuous

#continuous_time_integral

For any dimension dd and any Schwartz function η:Time×Space dR\eta : \text{Time} \times \text{Space } d \to \mathbb{R}, the function mapping each spatial point xSpace dx \in \text{Space } d to the integral of η\eta over time, \[ x \mapsto \int_{\text{Time}} \eta(t, x) \, dt, \] is continuous on Space d\text{Space } d.

theorem

Fréchet Derivative of the Time Integral of a Schwartz Map

#time_integral_hasFDerivAt

Let dd be a natural number. Let ηS(Time×Space d,R)\eta \in \mathcal{S}(\text{Time} \times \text{Space } d, \mathbb{R}) be a Schwartz function, where Time\text{Time} and Space d\text{Space } d are finite-dimensional real inner product spaces. For any point x0Space dx_0 \in \text{Space } d, the spatial function defined by the integral over time, xTimeη(t,x)dtx \mapsto \int_{\text{Time}} \eta(t, x) \, dt, is Fréchet differentiable at x0x_0. Its Fréchet derivative is given by the integral of the partial Fréchet derivative of η\eta with respect to the spatial variable: \[ D \left( \int_{\text{Time}} \eta(t, x) \, dt \right) \bigg|_{x=x_0} = \int_{\text{Time}} D_x \eta(t, x_0) \, dt \] where Dxη(t,x0)D_x \eta(t, x_0) is the Fréchet derivative of the map xη(t,x)x \mapsto \eta(t, x) evaluated at x0x_0.

theorem

The Time Integral of a Schwartz Map is Differentiable

#time_integral_differentiable

Let dd be a natural number. For any Schwartz function ηS(Time×Space (d+1),R)\eta \in \mathcal{S}(\text{Time} \times \text{Space } (d+1), \mathbb{R}), the function mapping each spatial point xSpace (d+1)x \in \text{Space } (d+1) to the integral of η\eta over time, \[ x \mapsto \int_{\text{Time}} \eta(t, x) \, dt, \] is differentiable on Space (d+1)\text{Space } (d+1).

theorem

The spatial derivative of a Schwartz map on Time×Space d\text{Time} \times \text{Space } d is integrable over time.

#integrable_fderiv_space

Let dd be a natural number and let η:Time×Space dR\eta: \text{Time} \times \text{Space } d \to \mathbb{R} be a Schwartz map. For any point xSpace dx \in \text{Space } d, the function mapping tTimet \in \text{Time} to the Fréchet derivative of η\eta with respect to its spatial argument at xx is integrable with respect to the volume measure. That is, the function tD2η(t,x)t \mapsto D_2 \eta(t, x) is integrable over Time\text{Time}, where D2D_2 denotes the partial Fréchet derivative with respect to the second coordinate.

theorem

The Time Integral of a Schwartz Map is CnC^n

#time_integral_contDiff

Let dd be a natural number. For any natural number nn and any Schwartz function η:Time×Space dR\eta : \text{Time} \times \text{Space } d \to \mathbb{R}, the function defined by the integral over time, \[ x \mapsto \int_{\text{Time}} \eta(t, x) \, dt, \] is nn-times continuously differentiable (CnC^n) on Space d\text{Space } d.

theorem

Integrability of a Schwartz Map over Time at a Fixed Spatial Point

#integrable_time_integral

For any dimension dNd \in \mathbb{N}, let η:Time×Space(d)R\eta : \text{Time} \times \text{Space}(d) \to \mathbb{R} be a Schwartz function. For any fixed point xSpace(d)x \in \text{Space}(d), the function tη(t,x)t \mapsto \eta(t, x) is integrable with respect to the volume measure on Time\text{Time}.

theorem

(t,x)mDnη(t,x)C(1+t)rt\|(t, x)\|^m \|D^n \eta(t, x)\| \le C (1 + \|t\|)^{-r_t} for Schwartz functions η\eta

#pow_mul_iteratedFDeriv_norm_le

For any natural numbers n,mn, m and any spatial dimension dNd \in \mathbb{N}, there exists a natural number rtr_t such that for every Schwartz function ηS(Time×Space d,R)\eta \in \mathcal{S}(\text{Time} \times \text{Space } d, \mathbb{R}) and for every point xSpace dx \in \text{Space } d, the following conditions hold: 1. The function t(1+t)rtt \mapsto (1 + \|t\|)^{-r_t} is integrable with respect to the volume measure on Time\text{Time}. 2. For all tTimet \in \text{Time}, the norm of the nn-th iterated Fréchet derivative of η\eta at (t,x)(t, x), scaled by the mm-th power of the norm of the pair (t,x)(t, x), satisfies the inequality: \[ \|(t, x)\|^m \|D^n \eta(t, x)\| \leq 2^{r_t+m} \left( \sup_{j \le r_t+m, k \le n} p_{j,k}(\eta) \right) (1 + \|t\|)^{-r_t} \] where pj,k(η)p_{j,k}(\eta) denotes the standard Schwartz seminorm of η\eta corresponding to the jj-th power of the norm and the kk-th order derivative.

theorem

Integrability of (t,x)mDnη(t,x)\|(t, x)\|^m \|D^n \eta(t, x)\| over Time for Schwartz functions η\eta

#iteratedFDeriv_norm_mul_pow_integrable

For any dimension dNd \in \mathbb{N}, natural numbers n,mNn, m \in \mathbb{N}, and a Schwartz function ηS(Time×Space d,R)\eta \in \mathcal{S}(\text{Time} \times \text{Space } d, \mathbb{R}), the function mapping tTimet \in \text{Time} to (t,x)mDnη(t,x)\|(t, x)\|^m \|D^n \eta(t, x)\| is integrable with respect to the volume measure on Time\text{Time} for any fixed point xSpace dx \in \text{Space } d. Here, (t,x)\|(t, x)\| denotes the norm on the product space and Dnη(t,x)\|D^n \eta(t, x)\| denotes the norm of the nn-th iterated Fréchet derivative of η\eta at (t,x)(t, x).

theorem

Dnη(t,x)\|D^n \eta(t, x)\| is integrable over Time for Schwartz functions η\eta

#iteratedFDeriv_norm_integrable

For any spatial dimension dNd \in \mathbb{N} and any natural number nNn \in \mathbb{N}, let ηS(Time×Space d,R)\eta \in \mathcal{S}(\text{Time} \times \text{Space } d, \mathbb{R}) be a Schwartz function. For any fixed point xSpace dx \in \text{Space } d, the function mapping tTimet \in \text{Time} to the norm of the nn-th iterated Fréchet derivative of η\eta at (t,x)(t, x), denoted by Dnη(t,x)\|D^n \eta(t, x)\|, is integrable with respect to the volume measure on Time\text{Time}.

theorem

Dnη(t,x)D^n \eta(t, x) is integrable over Time\text{Time} for Schwartz functions η\eta

#iteratedFDeriv_integrable

For any spatial dimension dNd \in \mathbb{N}, any natural number nNn \in \mathbb{N}, and any Schwartz function ηS(Time×Space d,R)\eta \in \mathcal{S}(\text{Time} \times \text{Space } d, \mathbb{R}), the function mapping tTimet \in \text{Time} to the nn-th iterated Fréchet derivative of η\eta at (t,x)(t, x), denoted by Dnη(t,x)D^n \eta(t, x), is integrable with respect to the volume measure on Time\text{Time} for any fixed point xSpace dx \in \text{Space } d.

theorem

The nn-th Fréchet Derivative of a Time Integral Equals the Integral of the nn-th Spatial Derivative

#time_integral_iteratedFDeriv_apply

Let dd be a natural number and let η:Time×Space dR\eta: \text{Time} \times \text{Space } d \to \mathbb{R} be a Schwartz map. For any nNn \in \mathbb{N}, the nn-th Fréchet derivative of the spatial function defined by the integral over time, xTimeη(t,x)dtx \mapsto \int_{\text{Time}} \eta(t, x) \, dt, evaluated at xSpace dx \in \text{Space } d and applied to a sequence of vectors y1,,ynSpace dy_1, \dots, y_n \in \text{Space } d, is equal to the integral of the nn-th Fréchet derivative of η\eta evaluated at (t,x)(t, x) and applied to the vectors ((0,y1),,(0,yn))((0, y_1), \dots, (0, y_n)). That is: \[ D^n \left( \int_{\text{Time}} \eta(t, x) \, dt \right) (y_1, \dots, y_n) = \int_{\text{Time}} D^n \eta(t, x) ((0, y_1), \dots, (0, y_n)) \, dt \] where DnD^n denotes the nn-th Fréchet derivative.

theorem

The nn-th Fréchet Derivative of a Time Integral Equals the Integral of nn-th Spatial Derivatives

#time_integral_iteratedFDeriv_eq

Let dNd \in \mathbb{N} be the spatial dimension and nNn \in \mathbb{N} the order of differentiation. For any Schwartz function ηS(Time×Space d,R)\eta \in \mathcal{S}(\text{Time} \times \text{Space } d, \mathbb{R}) and any point xSpace dx \in \text{Space } d, the nn-th Fréchet derivative of the spatial function xTimeη(t,x)dtx \mapsto \int_{\text{Time}} \eta(t, x) \, dt is equal to the integral over Time\text{Time} of the nn-th Fréchet derivative of η\eta at (t,x)(t, x) pre-composed with the linear inclusion L:Space dTime×Space dL: \text{Space } d \to \text{Time} \times \text{Space } d given by y(0,y)y \mapsto (0, y) in each of its nn arguments. Specifically: \[ D^n \left( \int_{\text{Time}} \eta(t, x) \, dt \right) = \int_{\text{Time}} \left( D^n \eta(t, x) \circ (L, \dots, L) \right) \, dt \] where DnD^n denotes the nn-th Fréchet derivative.

theorem

Dnηdt(Dnηdt)Ln\| D^n \int \eta \, dt \| \le (\int \| D^n \eta \| \, dt) \cdot \| L \|^n

#time_integral_iteratedFDeriv_norm_le

Let dNd \in \mathbb{N} be the spatial dimension and nNn \in \mathbb{N} the order of differentiation. For any Schwartz function ηS(Time×Space d,R)\eta \in \mathcal{S}(\text{Time} \times \text{Space } d, \mathbb{R}) and any point xSpace dx \in \text{Space } d, the norm of the nn-th Fréchet derivative of the spatial function defined by the integral over time, xTimeη(t,x)dtx \mapsto \int_{\text{Time}} \eta(t, x) \, dt, is bounded by: \[ \left\| D^n \left( \int_{\text{Time}} \eta(t, x) \, dt \right) \right\| \leq \left( \int_{\text{Time}} \| D^n \eta(t, x) \| \, dt \right) \cdot \| L \|^n \] where DnD^n denotes the nn-th Fréchet derivative and L:Space dTime×Space dL: \text{Space } d \to \text{Time} \times \text{Space } d is the continuous linear inclusion map defined by L(y)=(0,y)L(y) = (0, y).

theorem

xmDnηdt\|x\|^m \|D^n \int \eta \, dt\| is bounded by a supremum of Schwartz seminorms of η\eta

#time_integral_mul_pow_iteratedFDeriv_norm_le

For any spatial dimension dNd \in \mathbb{N} and any natural numbers n,mNn, m \in \mathbb{N}, there exists a natural number rtr_t such that for every Schwartz function ηS(Time×Space d,R)\eta \in \mathcal{S}(\text{Time} \times \text{Space } d, \mathbb{R}) and for every spatial point xSpace dx \in \text{Space } d, the following conditions hold: 1. The function t(1+t)rtt \mapsto (1 + \|t\|)^{-r_t} is integrable with respect to the volume measure on Time\text{Time}. 2. The product of xm\|x\|^m and the norm of the nn-th Fréchet derivative of the time integral xTimeη(t,x)dtx \mapsto \int_{\text{Time}} \eta(t, x) \, dt satisfies the inequality: \[ \|x\|^m \left\| D^n \left( \int_{\text{Time}} \eta(t, x) \, dt \right) \right\| \leq \left( \int_{\text{Time}} \frac{1}{(1 + \|t\|)^{r_t}} \, dt \right) \|L\|^n \cdot 2^{r_t+m} \left( \sup_{j \leq r_t+m, k \leq n} p_{j,k}(\eta) \right) \] where DnD^n denotes the nn-th Fréchet derivative, L:Space dTime×Space dL: \text{Space } d \to \text{Time} \times \text{Space } d is the continuous linear map defined by L(y)=(0,y)L(y) = (0, y), and pj,k(η)p_{j,k}(\eta) denotes the standard Schwartz seminorm of η\eta associated with the jj-th power of the norm and the kk-th order derivative.

definition

Time integration of Schwartz maps

#timeIntegralSchwartz

For any dimension dd, the continuous linear map timeIntegralSchwartz\text{timeIntegralSchwartz} maps a Schwartz function ηS(Time×Space d,R)\eta \in \mathcal{S}(\text{Time} \times \text{Space } d, \mathbb{R}) to a Schwartz function in S(Space d,R)\mathcal{S}(\text{Space } d, \mathbb{R}) by integrating over the time coordinate. For an element xSpace dx \in \text{Space } d, the resulting function is defined as: \[ (\text{timeIntegralSchwartz} \, \eta)(x) = \int_{\text{Time}} \eta(t, x) \, dt \] where the integration is performed with respect to the volume measure on the Time\text{Time} space.

theorem

Pointwise evaluation of the time integral of a Schwartz function

#timeIntegralSchwartz_apply

For any dimension dd, let ηS(Time×Space d,R)\eta \in \mathcal{S}(\text{Time} \times \text{Space } d, \mathbb{R}) be a Schwartz function and xSpace dx \in \text{Space } d be a point in space. The value of the time-integrated Schwartz function timeIntegralSchwartzη\text{timeIntegralSchwartz} \, \eta at the point xx is given by the integral of η\eta over the time coordinate: \[ (\text{timeIntegralSchwartz} \, \eta)(x) = \int_{\text{Time}} \eta(t, x) \, dt \] where the integration is performed with respect to the volume measure on Time\text{Time}.

definition

Time-constant distribution associated with a spatial distribution

#constantTime

The linear map `constantTime` transforms an MM-valued distribution ff on Space d\text{Space } d into a distribution on Time×Space d\text{Time} \times \text{Space } d that is constant in time. For any Schwartz test function ηS(Time×Space d,R)\eta \in \mathcal{S}(\text{Time} \times \text{Space } d, \mathbb{R}), the action of the resulting distribution is defined by: \[ (\text{constantTime} \, f)(\eta) = f \left( x \mapsto \int_{\text{Time}} \eta(t, x) \, dt \right) \] In other words, the distribution ff is applied to the time-integral of the test function η\eta.

theorem

(constantTime f)(η)=f(timeIntegralSchwartz η)(\text{constantTime } f)(\eta) = f(\text{timeIntegralSchwartz } \eta)

#constantTime_apply

For any dimension dd and any MM-valued distribution ff on Space d\text{Space } d (where MM is a normed space over R\mathbb{R}), let ηS(Time×Space d,R)\eta \in \mathcal{S}(\text{Time} \times \text{Space } d, \mathbb{R}) be a Schwartz test function. The action of the time-constant distribution constantTime f\text{constantTime } f on η\eta is given by applying ff to the time-integral of η\eta: \[ (\text{constantTime } f)(\eta) = f(\text{timeIntegralSchwartz } \eta) \] where timeIntegralSchwartz η\text{timeIntegralSchwartz } \eta is the Schwartz function on Space d\text{Space } d defined by xTimeη(t,x)dtx \mapsto \int_{\text{Time}} \eta(t, x) \, dt.

theorem

xi(constantTime f)=constantTime (fxi)\frac{\partial}{\partial x_i} (\text{constantTime } f) = \text{constantTime } (\frac{\partial f}{\partial x_i})

#constantTime_distSpaceDeriv

Let MM be a real normed vector space and dd be a natural number. For any MM-valued distribution ff on Space d\text{Space } d and any spatial coordinate index i{0,,d1}i \in \{0, \dots, d-1\}, the ii-th spatial partial derivative of the time-constant distribution associated with ff is equal to the time-constant distribution associated with the ii-th partial derivative of ff. Specifically, \[ \frac{\partial}{\partial x_i} (\text{constantTime } f) = \text{constantTime} \left( \frac{\partial f}{\partial x_i} \right) \] where constantTime f\text{constantTime } f is the distribution on Time×Space d\text{Time} \times \text{Space } d whose action on a Schwartz test function η(t,x)\eta(t, x) is given by f(xTimeη(t,x)dt)f(x \mapsto \int_{\text{Time}} \eta(t, x) \, dt).

theorem

space(constantTime f)=constantTime(f)\nabla_{\text{space}} (\text{constantTime } f) = \text{constantTime} (\nabla f)

#constantTime_distSpaceGrad

For any natural number dd, let ff be a real-valued distribution on Space d\text{Space } d. The spatial gradient of the time-constant distribution associated with ff is equal to the time-constant distribution associated with the distributional gradient of ff. That is, \[ \nabla_{\text{space}} (\text{constantTime } f) = \text{constantTime} (\nabla f) \] where constantTime f\text{constantTime } f is the distribution on Time×Space d\text{Time} \times \text{Space } d whose action on a Schwartz test function η(t,x)\eta(t, x) is f(xTimeη(t,x)dt)f(x \mapsto \int_{\text{Time}} \eta(t, x) \, dt), space\nabla_{\text{space}} is the gradient with respect to the spatial coordinates, and f\nabla f is the distributional gradient of ff on Space d\text{Space } d.

theorem

space(constantTime f)=constantTime(f)\nabla_{\text{space}} \cdot (\text{constantTime } \mathbf{f}) = \text{constantTime} (\nabla \cdot \mathbf{f})

#constantTime_distSpaceDiv

Let dd be a natural number representing the spatial dimension. For any vector-valued distribution f\mathbf{f} on Space d\text{Space } d (where Space dRd\text{Space } d \cong \mathbb{R}^d) taking values in the Euclidean space Rd\mathbb{R}^d, let constantTime f\text{constantTime } \mathbf{f} be the distribution on Time×Space d\text{Time} \times \text{Space } d associated with f\mathbf{f} that is constant in time. The spatial divergence of constantTime f\text{constantTime } \mathbf{f} is equal to the time-constant distribution associated with the distributional divergence of f\mathbf{f}: \[ \nabla_{\text{space}} \cdot (\text{constantTime } \mathbf{f}) = \text{constantTime} (\nabla \cdot \mathbf{f}) \] where space\nabla_{\text{space}} \cdot denotes the divergence operator acting on the spatial coordinates of a distribution on Time×Space d\text{Time} \times \text{Space } d, and f\nabla \cdot \mathbf{f} is the divergence of the distribution f\mathbf{f} on Space d\text{Space } d.

theorem

space×(constantTime f)=constantTime (×f)\nabla_{\text{space}} \times (\text{constantTime } f) = \text{constantTime } (\nabla \times f)

#constantTime_spaceCurlD

Let ff be an R3\mathbb{R}^3-valued distribution on Space 3\text{Space } 3. Let constantTime f\text{constantTime } f be the distribution on Time×Space 3\text{Time} \times \text{Space } 3 defined by its action on a Schwartz test function η(t,x)\eta(t, x) as (constantTime f)(η)=f(xTimeη(t,x)dt)(\text{constantTime } f)(\eta) = f(x \mapsto \int_{\text{Time}} \eta(t, x) \, dt). Then the spatial distributional curl of constantTime f\text{constantTime } f is equal to the time-constant distribution associated with the curl of ff: \[ \nabla_{\text{space}} \times (\text{constantTime } f) = \text{constantTime } (\nabla \times f) \] where space×\nabla_{\text{space}} \times denotes the curl operator acting on the spatial coordinates of distributions on Time×Space 3\text{Time} \times \text{Space } 3, and ×f\nabla \times f is the curl of the distribution ff on Space 3\text{Space } 3.

theorem

t(constantTime f)=0\frac{\partial}{\partial t} (\text{constantTime } f) = 0

#constantTime_distTimeDeriv

Let MM be a real normed space and dNd \in \mathbb{N} be the spatial dimension. For any MM-valued distribution ff on Space d\text{Space } d, let constantTime f\text{constantTime } f denote the distribution on Time×Space d\text{Time} \times \text{Space } d associated with ff which is constant in time. This distribution is defined by its action on a Schwartz test function ηS(Time×Space d,R)\eta \in \mathcal{S}(\text{Time} \times \text{Space } d, \mathbb{R}) as (constantTime f)(η)=f(xTimeη(t,x)dt)(\text{constantTime } f)(\eta) = f(x \mapsto \int_{\text{Time}} \eta(t, x) \, dt). Then, the temporal derivative of this distribution is the zero distribution: \[ \frac{\partial}{\partial t} (\text{constantTime } f) = 0 \]