Section V.7

The Krein-Milman Theorem

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Problem V.7.1

If (X,Ω,μ)(X, \Omega , \mu ) is a σ\sigma-finite measure space and 1<p<∞1 < p < \infty, then the set of extreme points of \ballLp(μ)\ball L^p(\mu ) is {f∈Lp(μ):∥f∥p=1}\left\{ f \in L^p(\mu ) : \left\| f\right\|_{p} = 1 \right\}.

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Problem V.7.2

If (X,Ω,μ)(X, \Omega , \mu ) is a σ\sigma-finite measure space, the set of extreme points of \ballL1(μ)\ball L^1(\mu ) is {αχE:E is an atom of μ, α∈F, and ∣α∣=μ(E)−1}\left\{ \alpha \chi_E : E \text{ is an atom of } \mu , \ \alpha \in \mathbb {F}, \text{ and } \left|\alpha \right| = \mu (E)^{-1} \right\}.

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Problem V.7.3

If (X,Ω,μ)(X, \Omega , \mu ) is a σ\sigma-finite measure space, the set of extreme points of \ballL∞(μ)\ball L^\infty (\mu ) is {f∈L∞(μ):∣f(x)∣=1 a.e. [μ]}\left\{ f \in L^\infty (\mu ) : \left|f(x)\right| = 1 \text{ a.e. } [\mu ] \right\}.

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Problem V.7.4

If XX is completely regular, the set of extreme points of \ballCb(X)\ball C_b(X) is {f∈Cb(X):∣f(x)∣=1 for all x}\left\{ f \in C_b(X) : \left|f(x)\right| = 1 \text{ for all } x \right\}. So \ballCR[0,1]\ball C_{\mathbb {R}}[0,1] has only two extreme points.

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Problem V.7.5

Let XX be a totally disconnected compact space. (That is, XX is compact and if x∈Xx \in X and UU is a neighborhood of xx, then there is a subset VV of XX that is both open and closed and such that x∈V⊆Ux \in V \subseteq U. The Cantor set is an example of such a space.) Show that \ballC(X)\ball C(X) is the norm closure of the convex hull of its extreme points.

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Remark.
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If F=C\mathbb {F} = \mathbb {C}, the result is true for all compact Hausdorff spaces XX (Phelps [1965]). If F=R\mathbb {F} = \mathbb {R}, then this characterizes totally disconnected compact spaces (Goodner [1964]).

Problem V.7.6

Show that \balll1\ball l^1 is the norm closure of the convex hull of its extreme points.

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Problem V.7.7

Show that if XX is locally compact but not compact, then \ballC0(X)\ball C_0(X) has no extreme points.

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Problem V.7.8

If X\mathcal{X} is a LCS and K1,…,KnK_1, \dots , K_n are compact convex subsets of X\mathcal{X}, then \co‾(K1∪⋯∪Kn)=\co(K1∪⋯∪Kn)\overline{\co }(K_1 \cup \dots \cup K_n) = \co (K_1 \cup \dots \cup K_n) and this convex hull is compact.

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Problem V.7.9

Let KK be convex and let T:K→YT : K \to \mathcal{Y} be an affine map. If yy is an extreme point of T(K)T(K) and xx is an extreme point of T−1(y)T^{-1}(y), then xx is an extreme point of KK.

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Problem V.7.10

If H\mathcal{H} is a Hilbert space and either TT or T∗T^* is an isometry, show that TT is an extreme point of the closed unit ball of B(H)\mathcal{B}(\mathcal{H}).

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Remark.
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The converse of this is also true, but it may be hard unless you use the Polar Decomposition of operators (VIII.3.11).