— Let K be a compact convex subset of a Hausdorff locally convex space E, x a point of K. Every measure μ on K, positive, of total mass 1, and admitting x as barycenter, is in the vague closure of the set of discrete positive measures of total mass 1 that admit x as barycenter.
Let U be a neighborhood of μ for the vague topology; we can suppose that U consists of the measures ν on K such that
∣μ(fi)−ν(fi)∣≤δ for a finite number of functions
fi∈C(K;C) (
1≤i≤p) and a number
δ>0. For every point
a∈K, there exists a closed convex neighborhood
Va of 0 in E such that
∣fi(y)−fi(a)∣≤δ/2
for 1≤i≤p and for every y∈Wa=K∩(a+Va). Since K is compact, there exists a finite number of points aj (1≤j≤r) of K such that the Waj form a covering of K (1≤j≤r). Consider a continuous partition of unity (gj)1≤j≤r on K, subordinate to the covering (Waj), and set αj=μ(gj) for all j; if αj=0 set μj=αj−1gj⋅μ, and if αj=0 set μj=εaj. Each of the measures μj is positive, of total mass 1, and its support is contained in the compact convex set Waj; moreover, by definition,
μ=j=1∑rαjμj
since gj⋅μ=0 if μ(gj)=0; the αj are ≥0 and
j=1∑rαj=j=1∑rμ(gj)=μ(j=1∑rgj)=μ(1)=1.
Let xj be the barycenter of μj, which belongs to Waj (No. 1, Prop. 1), and consider the discrete measure ν=∑j=1rαjεxj; it is positive and of total mass 1, and its barycenter is ∑j=1rαjxj, which is also the barycenter of μ by virtue of (3), thus is equal to x. Moreover, by (2), ∣fi(y)−fi(aj)∣≤δ/2 for all y∈Waj and for all i, whence, since Supp(μj)⊂Waj, ∣μj(fi)−fi(aj)∣≤δ/2 for 1≤i≤p. On the other hand, since xj∈Waj, one also has
∣εxj(fi)−fi(aj)∣≤δ/2
for 1≤i≤p, whence ∣μj(fi)−εxj(fi)∣≤δ for all i and j. Since the αj are ≥0 and have sum 1, it follows from (3) and the definition of ν that ν satisfies the inequality (1).
Q.E.D.
Bourbaki puts the proof directly after the statement, so what is above is the statement and its proof together.