Section 6B

Vector Spaces

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Problem 6B.1

Show that if a,b∈Ra, b \in \mathbb {R} with a+bi≠0a+b i \neq 0, then

1a+bi=aa2+b2−ba2+b2i \frac{1}{a+b i} = \frac{a}{a^{2}+b^{2}}-\frac{b}{a^{2}+b^{2}} i
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Problem 6B.2

Suppose z∈Cz \in \mathbb {C}. Prove that

max⁡{∣Re⁡z∣,∣Im⁡z∣}≤∣z∣≤2max⁡{∣Re⁡z∣,∣Im⁡z∣} \max \left\{ \left|\operatorname {Re} z\right|,\left|\operatorname {Im} z\right|\right\} \leq \left|z\right| \leq \sqrt{2} \max \left\{ \left|\operatorname {Re} z\right|,\left|\operatorname {Im} z\right|\right\}
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Problem 6B.3

Suppose z∈Cz \in \mathbb {C}. Prove that ∣Re⁡z∣+∣Im⁡z∣2≤∣z∣≤∣Re⁡z∣+∣Im⁡z∣\frac{\left|\operatorname {Re} z\right|+\left|\operatorname {Im} z\right|}{\sqrt{2}} \leq \left|z\right| \leq \left|\operatorname {Re} z\right|+\left|\operatorname {Im} z\right|.

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Problem 6B.4

Suppose w,z∈Cw, z \in \mathbb {C}. Prove that ∣wz∣=∣w∣∣z∣\left|w z\right| = \left|w\right|\left|z\right| and ∣w+z∣≤∣w∣+∣z∣\left|w+z\right| \leq \left|w\right|+\left|z\right|.

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Problem 6B.5

Suppose (X,S)(X, \mathcal{S}) is a measurable space and f:X→Cf: X \rightarrow \mathbb {C} is a complex-valued function. For conditions (b) and (c) below, identify C\mathbb {C} with R2\mathbb {R}^{2}. Prove that the following are equivalent:

  1. ff is S\mathcal{S}-measurable.

  2. f−1(G)∈Sf^{-1}(G) \in \mathcal{S} for every open set GG in R2\mathbb {R}^{2}.

  3. f−1(B)∈Sf^{-1}(B) \in \mathcal{S} for every Borel set B∈B2B \in \mathcal{B}_{2}.

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Problem 6B.6

Suppose (X,S)(X, \mathcal{S}) is a measurable space and f,g:X→Cf, g: X \rightarrow \mathbb {C} are S\mathcal{S}-measurable. Prove that

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(a)

f+g,f−gf+g, f-g, and fgf g are S\mathcal{S}-measurable functions;

(b)

if g(x)≠0g(x) \neq 0 for all x∈Xx \in X, then fg\frac{f}{g} is an S\mathcal{S}-measurable function.

Problem 6B.7

Suppose (X,S)(X, \mathcal{S}) is a measurable space and f1,f2,…f_{1}, f_{2}, \ldots is a sequence of S\mathcal{S} measurable functions from XX to C\mathbb {C}. Suppose lim⁡k→∞fk(x)\lim_{k \rightarrow \infty } f_{k}(x) exists for each x∈Xx \in X. Define f:X→Cf: X \rightarrow \mathbb {C} by

f(x)=lim⁡k→∞fk(x) f(x) = \lim _{k \rightarrow \infty } f_{k}(x)

Prove that ff is an S\mathcal{S}-measurable function.

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Problem 6B.8

Suppose (X,S,μ)(X, \mathcal{S}, \mu ) is a measure space and f:X→Cf: X \rightarrow \mathbb {C} is an S\mathcal{S}-measurable function such that ∫∣f∣dμ<∞\int \left|f\right| d \mu < \infty. Prove that if α∈C\alpha \in \mathbb {C}, then

∫αfdμ=α∫fdμ \int \alpha f d \mu = \alpha \int f d \mu
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Problem 6B.9

Suppose VV is a vector space. Show that the intersection of every collection of subspaces of VV is a subspace of VV.

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Problem 6B.10

Suppose VV and WW are vector spaces. Define V×WV \times W by

V×W={(f,g):f∈V and g∈W} V \times W = \left\{ (f, g): f \in V \text{ and } g \in W\right\}

Define addition and scalar multiplication on V×WV \times W by

(f1,g1)+(f2,g2)=(f1+f2,g1+g2) and α(f,g)=(αf,αg) \left(f_{1}, g_{1}\right)+\left(f_{2}, g_{2}\right) = \left(f_{1}+f_{2}, g_{1}+g_{2}\right) \quad \text{ and } \quad \alpha (f, g) = (\alpha f, \alpha g)

Prove that V×WV \times W is a vector space with these operations.

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