Bourbaki

Proposition 1 (Inequality of the mean)

Tag 08XG, permanent. Cite it as [Bourbaki, Tag 08XG].

Integration, chapter IV, § 6. Convexity inequalities

— Let f be a measurable numerical function that is bounded in measure. For every integrable numerical function g⩾0g \geqslant 0, the function fgfg (defined almost everywhere) is integrable and

m∞(f)∫gd∣μ∣⩽∫fgd∣μ∣⩽M∞(f)∫gd∣μ∣. m_\infty(f) \int g d|\mu| \leqslant \int fg d|\mu| \leqslant M_\infty(f) \int g d|\mu|.

Moreover, two of the three members of the inequality (3) cannot be equal unless, in the set of x∈Xx \in X such that g(x)≠0g(x) \neq 0, f is equal to M∞(f)M_\infty(f) almost everywhere or equal to m∞(f)m_\infty(f) almost everywhere.

Indeed, fgfg is measurable (§ 5, No. 3, Cor. 5 of Th. 1); moreover, the inequality m∞(f)g(x)⩽f(x)g(x)⩽M∞(f)g(x)m_\infty(f)g(x) \leqslant f(x)g(x) \leqslant M_\infty(f)g(x) holds, not only locally almost everywhere, but even almost everywhere, because the set of points x∈Xx \in X where g(x)≠0g(x) \neq 0 is a countable union of integrable sets (§ 5, No. 6, Lemma 1). It follows that fgfg is integrable (§ 5, No. 6, Th. 5) and the inequality (3) holds. On the other hand, the function M∞(f)g−fgM_\infty(f)g - fg is almost everywhere defined and equal to (M∞(f)−f)g(M_\infty(f) - f)g; it is therefore ⩾0\geqslant 0 almost everywhere in XX; since the relation M∞(f)∫gd∣μ∣=∫fgd∣μ∣M_\infty(f) \int g d|\mu| = \int fg d|\mu| is equivalent to ∫(M∞(f)−f)gd∣μ∣=0\int (M_\infty(f) - f)g d|\mu| = 0, it can hold only if the function (M∞(f)−f)g(M_\infty(f) - f)g is negligible, which completes the proof.

Setting aside the trivial case that ∫gd∣μ∣=0\int g d|\mu| = 0, the inequality (3) may be deduced from Th. 1 of No. 1 applied to the interval D=[m∞(f),M∞(f)]D = [m_\infty(f), M_\infty(f)]. One can bring to Th. 1 of No. 1 the complements analogous to those of Prop. 1, that specify the case in which the point (∫fgdμ)/(∫gdμ)(\int fg d\mu)/(\int g d\mu) belongs to the boundary of D (Exer. 2).

Bourbaki puts the proof directly after the statement, so what is above is the statement and its proof together.

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