Subsection III.2.3

The Hahn–Banach Theorem

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Problem 294

Prove that if an LTS L1L_1 is Hausdorff and finite-dimensional, then every linear mapping L1→L2L_1\to L_2, where L2L_2 is an arbitrary LTS, is continuous.

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Problem 295

Let PP be the space of all polynomials in xx with real coefficients, and U+U_+ (resp., U−U_-) the subset of polynomials with positive (resp., negative) leading coefficient. Prove that the sets U+U_+ and U−U_- are convex, but cannot be separated by a hyperplane.

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Problem 296

Prove that disjoint convex closed sets AA and BB can be strictly separated by a hyperplane if one is compact. (This means that there exist a continuous linear functional ff and constants c1<c2c_1<c_2 such that f(x)≤c1f(x)\leq c_1 on AA and f(x)≥c2f(x)\geq c_2 on BB.)

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Problem 297

Let LL be a normed linear space with norm pp, L′L' the dual space with norm p′p', and L′′L'' the space dual to L′L', with norm p′′p''. Assign to each x∈Lx\in L an element Fx∈L′′F_x\in L'' according to the formula Fx(f)=f(x)F_x(f)=f(x) for f∈L′f\in L'. Prove that p′′(Fx)=p(x)p''(F_x)=p(x).

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Problem 298

Let LL be a finite-dimensional normed space. Prove that LL and L′′L'' are isomorphic (i.e., there exists a linear isometric mapping of LL onto L′′L'').

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Problem 299

Prove that every normed linear space is isometric to a subspace of some space of the form C(X)C(X), where C(X)C(X) is the space of continuous functions on a compact set XX, with the norm ∥f∥=max⁡x∈X∣f(x)∣\left\| f\right\| =\max_{x\in X}\left|f(x)\right|.

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Problem 300
[NO TASK]
Problem 301

Construct an isometric imbedding of lp(2,R)l_p(2,\mathbb {R}) into C[0,1]C[0,1] for p=1,2,∞p=1,2,\infty.

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Problem 302

Prove that there exists an isometric imbedding of lp(n,R)l_p(n,\mathbb {R}) into l∞(R)l_\infty (\mathbb {R}).

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Problem 303

Let l∞(R)l_\infty (\mathbb {R}) be the space of bounded real sequences {xn}\left\{ x_n\right\}, n=1,2,…n=1,2,\ldots. Prove that there exists a linear functional LIM⁡∈l∞(R)′\operatorname {LIM}\in l_\infty (\mathbb {R})' having the following properties:

  1. sup⁡xn≥LIM⁡{xn}≥inf⁡xn\sup x_n\geq \operatorname {LIM}\left\{ x_n\right\} \geq \inf x_n;

  2. If lim⁡n→∞xn=a\lim_{n\to \infty }x_n=a exists, then LIM⁡{xn}=a\operatorname {LIM}\left\{ x_n\right\} =a;

  3. LIM⁡{xn+1}=LIM⁡{xn}\operatorname {LIM}\left\{ x_{n+1}\right\} =\operatorname {LIM}\left\{ x_n\right\}.

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Problem 304

Prove that the assertions of Problem 303 carry over to the case of two-sided sequences {xn}\left\{ x_n\right\}, n∈Zn\in \mathbb {Z}.

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Problem 305

Let LL be a normed space, and TT a linear invertible operator on LL having the property that

p(Tnx)≤cp(x),∀x∈L,n=0,±1,…. p(T^nx)\leq cp(x),\qquad \forall x\in L,\quad n=0,\pm 1,\ldots .

Prove that there is a norm p~\widetilde p in LL that is equivalent to pp, and with respect to which TT is an isometry.

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Problem 306

Let LL be an LCS. Prove that it can be imbedded continuously in a product of lines Rα\mathbb {R}^{\alpha }, where α\alpha is a sufficiently large cardinal number. (In other words, every LCS admits a coordinate description.)

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Problem 307

Let B(Rn)B(\mathbb {R}^{n}) be the space of bounded real functions on Rn\mathbb {R}^{n}, with the norm ∥f∥=sup⁡x∈Rn∣f(x)∣\left\| f\right\| =\sup_{x\in \mathbb {R}^{n}}\left|f(x)\right|. Prove that there exists a linear functional LIM⁡∈B(Rn)′\operatorname {LIM}\in B(\mathbb {R}^{n})' having the properties:

  1. inf⁡Rnf(x)≤LIM⁡f(x)≤sup⁡Rnf(x)\inf_{\mathbb {R}^{n}}f(x)\leq \operatorname {LIM}f(x)\leq \sup_{\mathbb {R}^{n}}f(x);

  2. If lim⁡∣x∣→∞f(x)=a\lim_{\left|x\right|\to \infty }f(x)=a exists, then LIM⁡f(x)=a\operatorname {LIM}f(x)=a;

  3. LIM⁡f(x+y)=LIM⁡f(x)\operatorname {LIM}f(x+y)=\operatorname {LIM}f(x) for any y∈Rny\in \mathbb {R}^{n}.

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Problem 308
[NO TASK]
Problem 309

Prove that every closed convex set in a real LCS LL is the intersection of some family of half-spaces of the form f(x)≤cf(x)\leq c, where f∈L′f\in L', c∈Rc\in \mathbb {R}.

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Problem 310

Represent the unit ball of Lp(n,R)L_p(n,\mathbb {R}) as an intersection of countably many half-spaces.

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Problem 311

Let INI^N be the NN-dimensional cube defined in RN\mathbb {R}^{N} by the inequalities ∣xi∣≤1\left|x_i\right|\leq 1, 1≤i≤N1\leq i\leq N. Prove that any convex bounded subset of the plane can be approximated to any degree of accuracy by two-dimensional sections of INI^N. (More precisely, for any ε>0\varepsilon >0 and any convex set V⊂R2V\subset \mathbb {R}^{2} there exist an NN and an imbedding φ:R2→RN\varphi :\mathbb {R}^{2}\to \mathbb {R}^{N} such that the Minkowski functionals of the sets UU and V=φ−1(IN)V=\varphi^{-1}(I^N) are connected by the inequalities 1−ε<pU/pV<1+ε1-\varepsilon <p_U/p_V<1+\varepsilon.)

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Problem 312

Construct an isometric imbedding of lp(n,R)l_p(n,\mathbb {R}) into C[0,1]C[0,1] for any p∈[1,∞]p\in [1,\infty ].

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Problem 313

Prove that if a family of convex subsets of Rn\mathbb {R}^{n} is such that any n+1n+1 sets of the family have a common point, then all the sets of the family have a common point.

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Problem 314

Define a topology in C[0,1]C[0,1] by taking the sets Uε={f∈C[0,1]:∫01∣f(x)∣ dx<ε}U_\varepsilon =\left\{ f\in C[0,1]:\int_0^1\sqrt{\left|f(x)\right|}\, dx<\varepsilon \right\} as a base of neighborhoods of zero. Prove that each continuous linear functional on the resulting topological space is equal to zero.

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Problem 315

Let LL be an LCS, XX a set with a measure μ\mu, and ff a function on XX with values in LL. The function ff is said to be weakly measurable if the numerical function F(f(x))F(f(x)) is μ\mu-measurable for every F∈L′F\in L'. An element φ∈L\varphi \in L is called a weak integral of ff with respect to the measure μ\mu on XX if F(f)=∫KF(f(x)) dμ(x)F(f)=\int_K F(f(x))\, d\mu (x) for all F∈L′F\in L'. Prove:

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(a)

The uniqueness of a weak integral;

(b)

The existence of the weak integral in the case when LL is a reflexive Banach space and ∥f∥\left\| f\right\| is μ\mu-integrable on XX.