Subsection III.4.3

Spaces of Smooth Functions

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Problem 412

Let D(N)\mathcal D(\mathbb {N}) be the space of finitely nonzero sequences (i.e., sequences with only finitely many terms different from zero). For any sequence α=(α1,α3,…)\alpha =(\alpha_1,\alpha_3,\ldots ) of positive numbers let the seminorm pαp_\alpha in D(N)\mathcal D(\mathbb {N}) be defined by

pα({xn})=∑k=1∞αk∣xk∣. p_\alpha (\left\{ x_n\right\} )=\sum _{k=1}^{\infty }\alpha _k\left|x_k\right|.
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(a)

Prove that the collection of seminorms pαp_\alpha turns D(N)\mathcal D(\mathbb {N}) into a complete nonmetrizable LCS.

(b)

Describe the convergence in this space.

(c)

Prove that for any nonempty domain Ω\Omega there is a closed subspace of D(Ω)\mathcal D(\Omega ) homeomorphic to D(N)\mathcal D(\mathbb {N}).

Problem 413

Let AA be a linear mapping of D(Ω)\mathcal D(\Omega ) to a locally convex space LL. Prove that the following statements are equivalent:

  1. AA is a continuous mapping;

  2. AA is a bounded mapping (i.e., carries bounded sets into bounded sets);

  3. AA is sequentially continuous (i.e., if φn→0\varphi_n\to 0 as n→∞n\to \infty, then lim⁡n→∞Aφn=0\lim_{n\to \infty }A\varphi_n=0);

  4. the restriction of AA to any subspace DK(Ω)⊂D(Ω)\mathcal D_K(\Omega )\subset \mathcal D(\Omega ) is continuous.

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Problem 414

Prove that DK(Ω)\mathcal D_K(\Omega ) is closed in D(Ω)\mathcal D(\Omega ).

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Problem 415

Let KK be a compact subset of a domain Ω⊂Rn\Omega \subset \mathbb {R}^{n}, and {Ui}\left\{ U_i\right\} an open covering of KK. Prove that there exist nonnegative functions φi∈D(Ω)\varphi_i\in \mathcal D(\Omega ), i=1,…,Ni=1,\ldots ,N, such that:

  1. supp⁡φi⊂Ui\operatorname {supp}\varphi_i\subset U_i for all ii;

  2. ∑i=1Nφi(x)=1\sum_{i=1}^N\varphi_i(x)=1 for x∈Kx\in K. The collection {φi}\left\{ \varphi_i\right\} is called a partition of unity on KK.

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Problem 416

Prove that D(Ω)\mathcal D(\Omega ) is dense in E(Ω)\mathcal E(\Omega ) for any domain Ω⊂Rn\Omega \subset \mathbb {R}^{n}.

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Problem 417

Prove that any closed subset of Rn\mathbb {R}^{n} is the set of zeros of some function f∈E(Rn)f\in \mathcal E(\mathbb {R}^{n}).

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Problem 418

Let {cn}\left\{ c_n\right\} be any numerical sequence. Does there exist a function f∈D(R)f\in \mathcal D(\mathbb {R}) for which f(n)(0)=cnf^{(n)}(0)=c_n, n=0,1,2,…n=0,1,2,\ldots?

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Problem 419

Prove that the operations of differentiation ∂/∂xi\partial /\partial x_i and of multiplication by the independent variable xix_i are continuous operators in the spaces D(Rn)\mathcal D(\mathbb {R}^{n}), S(Rn)S(\mathbb {R}^{n}), E(Rn)\mathcal E(\mathbb {R}^{n}).

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Problem 420

Prove that if f∈D(Ω)f\in \mathcal D(\Omega ), g∈E(Ω)g\in \mathcal E(\Omega ), then fg∈D(Ω)fg\in \mathcal D(\Omega ). Determine whether the bilinear mapping

(f,g)↦fgfrom D(Ω)×E(Ω) to D(Ω) (f,g)\mapsto fg\quad \text{from }\mathcal D(\Omega )\times \mathcal E(\Omega )\text{ to }\mathcal D(\Omega )
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(a)

is continuous in each variable;

(b)

is jointly continuous in the variables;

(c)

is sequentially continuous in the variables jointly (i.e., if fn→ff_n\to f in D(Ω)\mathcal D(\Omega ), and gn→gg_n\to g in E(Ω)\mathcal E(\Omega ), then fngn→fgf_ng_n\to fg in D(Ω)\mathcal D(\Omega )).

Problem 421

Let ff be a bounded infinitely differentiable function on the line. Determine whether multiplication by ff is a continuous operator

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(a)

in D(R)\mathcal D(\mathbb {R});

(b)

in S(R)S(\mathbb {R});

(c)

in E(R)\mathcal E(\mathbb {R});

(d)

from D(R)\mathcal D(\mathbb {R}) to S(R)S(\mathbb {R});

(e)

from D(R)\mathcal D(\mathbb {R}) to E(R)\mathcal E(\mathbb {R});

(f)

from S(R)S(\mathbb {R}) to E(R)\mathcal E(\mathbb {R}).

Problem 422

Let G(R2)G(\mathbb {R}^{2}) be the subspace of E(R2)\mathcal E(\mathbb {R}^{2}) consisting of the functions φ\varphi having the property that

φ(x+m,y+n)=e2πimyφ(x,y),m,n∈Z. \varphi (x+m,y+n)=e^{2\pi imy}\varphi (x,y),\qquad m,n\in \mathbb {Z}.

Prove that the operator AA acting according to the formula

Af(x,y)=∑k∈Zf(x+k)e−2πiky Af(x,y)=\sum _{k\in \mathbb {Z}}f(x+k)e^{-2\pi iky}

carries S(R)S(\mathbb {R}) to G(R2)G(\mathbb {R}^{2}).

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Problem 423

The space D(Tn)\mathcal D(T^n) of infinitely differentiable functions on the nn-dimensional torus Tn≃Rn/ZnT^n\simeq \mathbb {R}^{n}/\mathbb {Z}^n is defined as the collection of functions φ\varphi on TnT^n for which the corresponding functions Φ(t1,…,tn)=φ(e2πit1,…,e2πitn)\Phi (t_1,\ldots ,t_n)=\varphi (e^{2\pi it_1},\ldots ,e^{2\pi it_n}) on Rn\mathbb {R}^{n} belong to E(Rn)\mathcal E(\mathbb {R}^{n}). Prove the isomorphisms:

D(Tm)⊗^D(Tn)≃D(Tm)⊗∨D(Tn)≃D(Tm+n). \mathcal D(T^m)\mathbin {\widehat\otimes }\mathcal D(T^n)\simeq \mathcal D(T^m)\underset {\vee }{\otimes }\mathcal D(T^n)\simeq \mathcal D(T^{m+n}).
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Problem 424
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(a)

Let f∈D(Rn)f\in \mathcal D(\mathbb {R}^{n}). Prove that for any y∈Rny\in \mathbb {R}^{n} the net ft(x)=[f(x+ty)−f(x)]/tf_t(x)=[f(x+ty)-f(x)]/t has a limit in D(Rn)\mathcal D(\mathbb {R}^{n}) as t→0t\to 0.

(b)

Let f∈E(Rn)f\in \mathcal E(\mathbb {R}^{n}). Prove that for any y∈Rny\in \mathbb {R}^{n} the net ft(x)=[f(x+ty)−f(x)]/tf_t(x)=[f(x+ty)-f(x)]/t has a limit in E(Rn)\mathcal E(\mathbb {R}^{n}) as t→0t\to 0.

Problem 425

Let {δk}\left\{ \delta_k\right\} be a sequence of positive numbers for which the series ∑k=1∞δk\sum_{k=1}^\infty \delta_k converges. Define a sequence of functions {fn}\left\{ f_n\right\} on the line by setting f0(x)=sgn⁡xf_0(x)=\operatorname {sgn}x, fn(x)=(1/δn)∫x−δnxfk−1(x) dxf_n(x)=(1/\delta_n)\int_{x-\delta_n}^x f_{k-1}(x)\, dx for n≥1n\ge 1. Prove that the sequence fnf_n converges uniformly to a function f∈E(R)f\in \mathcal E(\mathbb {R}) with the properties:

  1. f(x)=−1f(x)=-1 for x<0x<0, f(x)=+1f(x)=+1 for x>∑k=1∞δkx>\sum_{k=1}^\infty \delta_k;

  2. ∣f(n)(x)∣≤2n(δ1⋯δn)−1\left|f^{(n)}(x)\right|\le 2^n(\delta_1\cdots \delta_n)^{-1} for all x∈Rx\in \mathbb {R}.

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Problem 426

Suppose that a countably normed space LL with system of seminorms {pk}\left\{ p_k\right\} has the property that every set bounded with respect to pk+1p_{k+1} is pre-compact with respect to pkp_k.

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(a)

Prove that LL has the Heine--Borel property.

(c)

Derive from this that the spaces DK(Ω)\mathcal D_K(\Omega ), E(Ω)\mathcal E(\Omega ), S(Rn)S(\mathbb {R}^{n}) have the Heine--Borel property.

Here the Heine--Borel property means that every bounded subset is pre-compact.

Problem 427

Let LL be a complete LCS and Ω\Omega a domain in Rn\mathbb {R}^{n}. We define the space E(Ω,L)\mathcal E(\Omega ,L) as the collection of infinitely differentiable functions on Ω\Omega with values in LL. If {pα}α∈A\left\{ p_\alpha \right\}_{\alpha \in A} is the family of seminorms that determines the topology in LL, then the topology in E(Ω,L)\mathcal E(\Omega ,L) is given by the family of seminorms

pKlα(φ)=sup⁡x∈Kpα(∂lφ(x)), p_{Kl\alpha }(\varphi )=\sup _{x\in K}p_\alpha (\partial ^l\varphi (x)),

where KK is a compact subset of Ω\Omega and l=(l1,…,ln)l=(l_1,\ldots ,l_n) is a multi-index, with α∈A\alpha \in A. Prove that E(Ω,L)\mathcal E(\Omega ,L) is a complete LCS, metrizable if LL is metrizable.

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Problem 428

Let Ω1\Omega_1 and Ω2\Omega_2 be domains in Rn\mathbb {R}^{n} and Rm\mathbb {R}^{m}. Then Ω1×Ω2\Omega_1\times \Omega_2 is a domain in Rn+m\mathbb {R}^{n+m}. In the notation of Problem 427 prove that

E(Ω1,E(Ω2))≃E(Ω1×Ω2)≃E(Ω2,E(Ω1)). \mathcal E(\Omega _1,\mathcal E(\Omega _2))\simeq \mathcal E(\Omega _1\times \Omega _2)\simeq \mathcal E(\Omega _2,\mathcal E(\Omega _1)).
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Problem 429

Prove that

E(Ω1)⊗^E(Ω2)≃E(Ω1×Ω2)≃E(Ω1)⊗∨E(Ω2). \mathcal E(\Omega _1)\mathbin {\widehat\otimes }\mathcal E(\Omega _2)\simeq \mathcal E(\Omega _1\times \Omega _2)\simeq \mathcal E(\Omega _1)\underset {\vee }{\otimes }\mathcal E(\Omega _2).
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Problem 430

Formulate and prove analogues of Problem 427--482 for the spaces D(Ω)\mathcal D(\Omega ) and S(Rn)S(\mathbb {R}^{n}).

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