Subsection IV.1.2

Convolutions of Generalized Functions

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Problem 523

Express the differential operator with constant coefficients L:f→∑k=0nckf(k)L:f\to \sum_{k=0}^n c_k f^{(k)} as a convolution.

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Problem 524

Prove the identity f∗1=⟨f,1⟩⋅1f*1=\langle f,1\rangle \cdot 1 for any generalized function f∈E′(R)f\in \mathcal{E}'(\mathbb {R}).

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Problem 525

Let fˇ(x)=f(−x)\check f(x)=f(-x). Prove the identity (f1∗f2)=fˇ1∗fˇ2(f_1*f_2)=\check f_1*\check f_2, where f1f_1 and f2f_2 are generalized functions, one of which has compact support.

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Problem 526

Let f∈S′(Rn)f\in S'(\mathbb {R}^{n}), φ∈S(Rn)\varphi \in S(\mathbb {R}^{n}). The convolution f∗φf*\varphi is defined by the formula f∗φ=S(φˇ)′ff*\varphi =S(\check\varphi )'f, i.e., ⟨f∗φ,ψ⟩=⟨f,φ∗ψ⟩\langle f*\varphi ,\psi \rangle =\langle f,\varphi *\psi \rangle. Prove that:

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(a)

f∗φf*\varphi is a regular generalized function;

(b)

(f∗φ)(x)=⟨f,T(−x)φˇ⟩(f*\varphi )(x)=\langle f,T(-x)\check\varphi \rangle;

(c)

(f∗φ)(x)(f*\varphi )(x) is not of greater than polynomial growth in ∣x∣\left|x\right| at infinity.

Problem 527

Let f∈E′(Rn)f\in \mathcal{E}'(\mathbb {R}^{n}), φ∈E(Rn)\varphi \in \mathcal{E}(\mathbb {R}^{n}). The convolution f∗φf*\varphi is defined by the formula f∗φ=S(φˇ)ff*\varphi =S(\check\varphi )f (cf. Problem 526). Prove that:

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(a)

f∗φf*\varphi is a regular generalized function;

(b)

(f∗φ)(x)=⟨f,T(−x)φˇ⟩(f*\varphi )(x)=\langle f,T(-x)\check\varphi \rangle;

(c)

f∗φ∈E(Rn)f*\varphi \in \mathcal{E}(\mathbb {R}^{n});

(d)

the operator S(f):E(Rn)→E(Rn)S(f):\mathcal{E}(\mathbb {R}^{n})\to \mathcal{E}(\mathbb {R}^{n}) is continuous.

Problem 528

Let f∈D′(Rn)f\in \mathcal{D}'(\mathbb {R}^{n}). Prove that the operator S(f):D(Rn)→E(Rn)S(f):\mathcal{D}(\mathbb {R}^{n})\to \mathcal{E}(\mathbb {R}^{n}) is continuous.

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Problem 529

Let E(Tn)\mathcal{E}(\mathrm{T}^n) be the space of infinitely differentiable functions on the torus Tn\mathrm{T}^n (with the topology of uniform convergence of all derivatives), and E′(Tn)\mathcal{E}'(\mathrm{T}^n) the dual space of generalized functions. Define a convolution operation in E′(Tn)\mathcal{E}'(\mathrm{T}^n) and prove that E′(Tn)∗E(Tn)⊂E(Tn)\mathcal{E}'(\mathrm{T}^n)*\mathcal{E}(\mathrm{T}^n)\subset \mathcal{E}(\mathrm{T}^n).

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Problem 530

Prove that the space of trigonometric polynomials is dense in E(T)\mathcal{E}(\mathrm{T}).

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Problem 531
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Problem 532

Let f1f_1 and f2f_2 be compactly supported continuous functions on the half-line [0,∞)[0,\infty ). Define Fi=fi(x2+y2)F_i=f_i(\sqrt{x^2+y^2}). Prove that the convolution F=F1∗F2F=F_1*F_2 also has the form F(x,y)=f(x2+y2)F(x,y)=f(\sqrt{x^2+y^2}), where ff is a compactly supported continuous function on [0,∞)[0,\infty ), and give an explicit expression for ff in terms of f1f_1 and f2f_2.

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Problem 533

Let E±(R)\mathcal{E}_\pm (\mathbb {R}) be the subspaces of E(R)\mathcal{E}(\mathbb {R}) consisting of the functions with support bounded to the left or to the right, and D±′(R)\mathcal{D}'_\pm (\mathbb {R}) the analogous subspaces of D′(R)\mathcal{D}'(\mathbb {R}).

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(a)

Verify the isomorphism E±′(R)=D∓′(R)\mathcal{E}'_\pm (\mathbb {R})=\mathcal{D}'_\mp (\mathbb {R}) (convergence φn→φ\varphi_n\to \varphi in E±(R)\mathcal{E}_\pm (\mathbb {R}) is defined by the conditions: the supports supp⁡(φn)\operatorname {supp}\left(\varphi_n\right) are bounded to the one side by a common constant; φn→φ\varphi_n\to \varphi in the sense of E(R)\mathcal{E}(\mathbb {R})).

(b)

Define a convolution operation in D±′(R)\mathcal{D}'_\pm (\mathbb {R}).

(c)

Prove that E±(R)∗D±′(R)⊂E±(R)\mathcal{E}_\pm (\mathbb {R})*\mathcal{D}'_\pm (\mathbb {R})\subset \mathcal{E}_\pm (\mathbb {R}).

Problem 534

Let fα(x)=[1/Γ(α)]xα−1θ(x)f_\alpha (x)=[1/\Gamma (\alpha )]x^{\alpha -1}\theta (x) for α>0\alpha >0.

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(a)

Verify that fα∈D+′(R)f_\alpha \in \mathcal{D}'_+(\mathbb {R}) for α>−1\alpha >-1.

(b)

Prove the identity fα∗fβ=fα+βf_\alpha *f_\beta =f_{\alpha +\beta }.

(c)

Prove the identity (d/dx)fα=fα−1(d/dx)f_\alpha =f_{\alpha -1} for α>1\alpha >1.

(d)

Find the limit of fαf_\alpha in D+′(R)\mathcal{D}'_+(\mathbb {R}) as α→0\alpha \to 0.

Problem 535

Construct a family of operators I(α)I(\alpha ), α∈R\alpha \in \mathbb {R}, in D+′(R)\mathcal{D}'_+(\mathbb {R}) with the properties:

  1. I(α)I(β)=I(α+β)I(\alpha )I(\beta )=I(\alpha +\beta ), I(0)=1I(0)=1;

  2. I(1)φ(x)=∫0xφ(t) dtI(1)\varphi (x)=\int_0^x\varphi (t)\, dt for φ∈E+′(R)\varphi \in \mathcal{E}'_+(\mathbb {R});

  3. I(−1)φ(x)=φ′(x)I(-1)\varphi (x)=\varphi '(x) for φ∈E+′(R)\varphi \in \mathcal{E}'_+(\mathbb {R});

  4. I(α)fβ=fα+βI(\alpha )f_\beta =f_{\alpha +\beta } for β>−1\beta >-1, α+β>−1\alpha +\beta >-1 (the fαf_\alpha are defined in Problem 534). The operator I(α)I(\alpha ) is called the operator of fractional integration of order α\alpha (or of fractional differentiation of order −α-\alpha) and denoted sometimes by (d/dx)−α(d/dx)^{-\alpha }.

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Problem 536

Suppose that the generalized function ff on R2\mathbb {R}^{2} has the form

⟨f,φ⟩=12π∫02πφ(cos⁡t,sin⁡t) dt. \langle f,\varphi \rangle =\frac{1}{2\pi }\int _0^{2\pi }\varphi (\cos t,\sin t)\, dt.

Prove that f∗ff*f is a regular generalized function, and compute it.

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Problem 537

Compute the convolution f∗ff*f, where ff is the generalized function on R3\mathbb {R}^{3} given by the formula

⟨f,φ⟩=(1/4π)∫Sφ(x1,x2,x3) dσ, \langle f,\varphi \rangle =(1/4\pi )\int _S\varphi (x_1,x_2,x_3)\, d\sigma ,

where SS is the sphere ∥x∥=1\left\| x\right\| =1 and dσd\sigma is the area element of the sphere.

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