An extreme point of a convex set is one for which , and imply . It is enough to test midpoint decompositions: a nontrivial interior point of a segment is itself the midpoint of a shorter nontrivial segment contained in that segment.
We prove the Krein-Milman theorem. Assume first that is nonempty. A face of a convex set means a convex subset with the property that whenever an interior point of a segment in belongs to , both endpoints belong to . The family of nonempty compact faces of , including itself, has a minimal member by the Zorn lemma: every inclusion-decreasing chain has a nonempty intersection by compactness and the finite intersection property, and that intersection is again a compact face.
Let be such a minimal face. If it contains two distinct points, the continuous dual of a Hausdorff locally convex space separates them, by the permitted Hahn-Banach theorem. Choose a continuous real linear functional that is not constant on . It attains a maximum on the compact set , and
is a nonempty proper compact face of , and hence a face of . Indeed, equality at the maximum in a convex combination forces both endpoint values to be maximal. This contradicts minimality. Thus is a singleton, and its point is extreme in . The same argument applied within any nonempty compact face proves that every such face contains an extreme point of .
Let . It is contained in , since the latter is closed and convex, and extreme points exist when is nonempty. If , the permitted separation theorem provides a continuous real linear functional with . Let be its maximizer face on . This nonempty compact face contains an extreme point of , but
contradicting . Therefore
For empty , the equality holds with the usual empty convex-hull convention. This proves both the extreme-point existence step and the closed-convex-hull step; no compactness of the set of extreme points itself is assumed.
The real absolutely summable sequence space is with norm . The real l-infinity sequence space is with norm . Their completeness is allowed as given; their extreme points still require proof.
For , an interior point of the unit ball is not extreme because small opposite perturbations in one coordinate stay in the ball. At a boundary point with two nonzero coordinates , choose and put
The two distinct vectors both have norm one and average to , so is not extreme. A remaining boundary point must be . If with , the th coordinate forces , exhausting both norm budgets and forcing all other coordinates to zero. The negative case is identical. Thus
For , if in even one coordinate, small opposite changes to that coordinate give a nontrivial midpoint decomposition within the ball. If every , a midpoint decomposition forces both summands to have that same value in every coordinate, so they equal . Hence
These are precisely the extreme points of real sequence-space unit balls for the two spaces under consideration.
A point of a convex set is an extreme point if with and forces . It is enough to test midpoints: a nontrivial interior point of a segment is the midpoint of a smaller nontrivial segment.
Here is a proof of the Krein-Milman theorem. The empty-set case is immediate, so take . A face of a convex set is a convex subset such that an interior convex combination lying in has both endpoints in . Consider nonempty compact faces. They include . Every inclusion chain has nonempty intersection, because its closed subsets of the compact set have the finite intersection property. The intersection remains a compact face. The Zorn lemma, ordered by reverse inclusion, therefore supplies a minimal nonempty compact face .
If contains two distinct points, the Hausdorff locally convex hypotheses and the allowed separation theorem supply a continuous real linear functional taking different values there. Its maximizer set in is nonempty and compact. It is convex, and if a convex combination attains the maximum, both endpoint values attain it too; hence it is a face of . A face of a face is a face of , by applying the defining endpoint property twice. This maximizer face is proper because is nonconstant, contradicting minimality. Thus is a singleton, whose point is extreme in . The same minimal compact face argument inside any nonempty compact face shows that each such face contains an extreme point of .
Let . Since is compact, hence closed in the Hausdorff space, and convex, . It is nonempty, closed and convex. If , the allowed strict separation theorem supplies a continuous linear functional with
The maximizer face of on contains an extreme point by the preceding argument. Then but , a contradiction. Therefore
All closures refer to the given locally convex topology, and compactness is what justified both maxima and chain intersections.
For the real l-infinity sequence space, if for any coordinate, choose . The two distinct sequences belong to the closed unit ball and have midpoint , so is not extreme. Conversely, if every is one or minus one, writing for unit-ball sequences forces at every coordinate, because an endpoint of cannot be a nontrivial convex average of its points. Thus
For the space of sequences converging to zero, every unit-ball sequence has some coordinate with , since its coordinates tend to zero. The same opposite single-coordinate perturbations still belong to , giving
These are extreme points of real sequence-space unit balls. There is no conflict with Krein-Milman: the norm-closed unit ball of is not compact in the norm topology, as the coordinate vectors have mutual distance one.
A point of a set is an extreme point if , with and , forces . For a convex set it is enough to test midpoint decompositions: a nontrivial segment containing in its interior contains a smaller segment with midpoint . The nonempty convex set has no extreme points, since every is the midpoint of and .
For the real l-infinity sequence space, a vector in the closed unit ball is extreme precisely when every coordinate is or . If for some , choose . The distinct vectors remain in the unit ball and have midpoint , so is not extreme. Conversely suppose all coordinates have modulus one and , with . In each real interval , an endpoint can be a midpoint only if both entries equal that endpoint. Thus for every and . Therefore
For the real absolutely summable sequence space, any point with is nonextreme: choose a nonzero coordinate perturbation of norm less than . If and two coordinates are nonzero, take and put
Both perturbations preserve the signs of those two coordinates. One adds to one absolute value and subtracts it from the other, so . Hence such an is not extreme. The only remaining candidates are . If with , its th coordinate forces . That consumes the entire norm allowance, forcing all other coordinates to vanish. The argument for is identical. Thus
For the real l2 sequence space, interior points of the unit ball again permit sufficiently small opposite perturbations and are not extreme. If and , write , . The parallelogram law gives
The left side is at most one, so and . Consequently
These are the extreme points of real sequence-space unit balls: signs in , coordinate spikes in , and the whole sphere in . The restriction to real scalars matters for the first description; the complex supremum ball has arbitrary unit-modulus coordinates instead.