Bourbaki

Example 2

Tag 085S, permanent. Cite it as [Bourbaki, Tag 085S].

Functions of a Real Variable, chapter I, § 4. CONVEX FUNCTIONS OF A REAL VARIABLE

The function x2x^2 is convex on R\mathbf{R}, since one has

λx2+(1−λ)(x′)2−(λx+(1−λ)x′)2=λ(1−λ)(x−x′)2≥0 \lambda x^2 + (1 - \lambda)(x')^2 - \left( \lambda x + (1 - \lambda)x' \right)^2 = \lambda(1 - \lambda)(x - x')^2 \geq 0

for 0≤λ≤10 \leq \lambda \leq 1.

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

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Transcribed from the printed volume. Not translated.