Theorem 3 (Choquet)
Tag 08ZC, permanent. Cite it as [Bourbaki, Tag 08ZC].
Integration, chapter IV, § 7. Barycenters
Let be a Hausdorff weak locally convex space, a weakly complete proper convex cone with vertex 0 in , the union of the extremal generators of , a compact convex subset of , and positive measures of mass 1 on , admitting the same barycenter, such that . Assume that is lattice-ordered. Then, for every lower semi-continuous, positively homogeneous convex function on , .
Let (resp. ) be the set of restrictions to of the continuous linear forms (resp. affine functions) on . We know (TVS, II, §5, No. 4, Remark 2) that is the upper envelope of the set of elements of that are . The set of functions of the form , where belong to , , is an increasing directed set and has as its upper envelope. Taking into account §1, No. 1, Th. 1, it suffices to verify the equality when is of the preceding form.
Define as in Lemma 5. It is clear that if . Since , we have . By Lemma 6, is affine and upper semi-continuous. Therefore is the lower envelope of a decreasing directed set of restrictions of elements of to K (TVS, II, §5, No. 4, Prop. 6). Let be the barycenter of . If then . Therefore (§ 4, No. 4, Cor. 2 of Prop. 5). Thus , and one sees similarly that .
Bourbaki puts the proof directly after the statement, so what is above is the statement and its proof together.