Krein–Milman theorem

E506849

The Krein–Milman theorem is a fundamental result in functional analysis and convex geometry stating that a compact convex set in a locally convex topological vector space is the closed convex hull of its extreme points.

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Krein–Milman theorem canonical 3

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Statements (41)

Predicate Object
instanceOf theorem ⓘ
appliesTo compact convex sets ⓘ
locally convex topological vector spaces ⓘ
assumption The ambient space is a locally convex topological vector space. ⓘ
The set is compact. ⓘ
The set is convex. ⓘ
category theorem about convex sets ⓘ
theorem about topological vector spaces ⓘ
conclusion A compact convex set equals the closed convex hull of its extreme points. ⓘ
coreIdea Compact convex sets are generated by their extreme points via closed convex hull. ⓘ
doesNotRequire finite dimensionality of the space ⓘ
field convex geometry ⓘ
functional analysis ⓘ
generalizes finite-dimensional results about polytopes and extreme points ⓘ
hasConsequence existence of extreme points in many optimization problems ⓘ
structure theory of compact convex sets in locally convex spaces ⓘ
holdsIn Hausdorff locally convex topological vector spaces ⓘ
implies Every nonempty compact convex set in a locally convex space has at least one extreme point. ⓘ
involvesConcept closed convex hull ⓘ
compactness ⓘ
convex hull ⓘ
extreme point ⓘ
local convexity ⓘ
topological vector space ⓘ
isFundamentalResultIn convex analysis ⓘ
topological vector space theory ⓘ
namedAfter David Milman ⓘ
Mark Krein ⓘ
originalAuthors David Milman ⓘ
Mark Krein ⓘ
relatedTo Bauer maximum principle ⓘ
Choquet theory ⓘ
Choquet–Bishop–de Leeuw theorem ⓘ
Minkowski theorem ⓘ
requires Hahn–Banach separation theorems in its proof ⓘ
statement Every compact convex subset of a locally convex topological vector space is the closed convex hull of its extreme points. ⓘ
usedIn duality theory in functional analysis ⓘ
probability measures on compact convex sets ⓘ
representation of points in convex sets by extreme points ⓘ
study of state spaces in C*-algebras ⓘ
yearProved 1940 ⓘ

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Referenced by (3)

Full triples — surface form annotated when it differs from this entity's canonical label.

Banach–Alaoglu theorem → relatedTo → Krein–Milman theorem ⓘ
Blaschke selection theorem → relatedTo → Krein–Milman theorem ⓘ