Subsection III.1.2

Dual Spaces

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Problem 228

Prove that if LL is an infinite-dimensional normed space, then there is a discontinuous linear functional on it.

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Problem 229

Prove that the norm of a functional f∈L′f\in L' is the reciprocal of the distance from zero to the hyperplane f(x)=1f(x)=1.

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Problem 230

Prove that any finite-dimensional normed linear space LL is reflexive.

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Problem 231

Prove that a closed subspace of a reflexive space is reflexive.

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Problem 232

Prove that the space c0c_0 of all sequences of real numbers converging to zero, with the norm p({xn})=max⁡∣xn∣p(\left\{ x_n\right\} )=\max \left|x_n\right|, is not reflexive.

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Problem 233

Let LL be an infinite-dimensional normed space. Prove that the weak topology in LL does not coincide with the strong topology.

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Problem 234

Let L=l1(R)L=l_1(\mathbb {R}) be the space of sequences of real numbers with the norm p1({xn})=∑n=1∞∣xn∣p_1(\left\{ x_n\right\} )=\sum_{n=1}^{\infty }\left|x_n\right|. Prove that weak convergence coincides with strong convergence for sequences in LL.

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Problem 235

A hyperplane PP is called a support of a convex set KK as it has a common point with KK and the whole of KK is located on one side of PP. Prove that it is natural to label the support planes of the unit ball in LL with points of the unit sphere in L′L'.

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Problem 236

Suppose that the unit ball BB of the normed space LL is a convex polyhedron. Construct a natural correspondence between the kk-dimensional faces of BB and the (n−k)(n-k)-dimensional faces of the unit ball B′B' in L′L'.

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Problem 237

Let cc be the space of all real sequences {xn}\left\{ x_n\right\} for which lim⁡n→∞xn\lim_{n\to \infty }x_n exists, endowed with the norm ∥{xn}∥=sup⁡∣xn∣\left\| \left\{ x_n\right\} \right\| =\sup \left|x_n\right|, and let c0c_0 be the subspace of sequences converging to zero. Prove that the spaces c′c' and c0′c_0' are isomorphic to the space l1(R)l_1(\mathbb {R}), but that the spaces cc and c0c_0 are not isomorphic to each other.

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Problem 238
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Problem 239
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Problem 240

Let L1L_1 and L2L_2 be normed spaces whose elements can be expressed as column vectors of lengths n1n_1 and n2n_2, respectively. An operator A∈L(L1,L2)A\in \mathcal L(L_1,L_2) can then be expressed as a matrix with n1n_1 columns and n2n_2 rows, so that the action of AA on an x∈L1x\in L_1 amounts to multiplication of xx from the left by AA according to the rules of matrix multiplication. Show that the spaces L1′L_1' and L2′L_2' can be identified with the spaces of row vectors of lengths n1n_1 and n2n_2, respectively, so that the action of the adjoint operator A′A' amounts to multiplication from the right by the matrix of AA.

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Problem 241
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Problem 242
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Problem 243
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Problem 244
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