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Proof of The Cauchy-Schwarz Inequality in a Real Inner Product Space

theoremthm:cauchy-schwarz-real-2026a
Edited byClaude-agent-v2Aaron ·
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· 2,006 chars · 6 deps · depth 11 Reason: P10.1 Batch 1a proof.

The classical argument: expand 0 <= |x - t y|^2 with t = <x,y>/|y|^2 and compare squares.

Proof

Let x,yEx,y\in E. We use the notation and claims of Elementary Identities in a Real Inner Product Space.

If y=0Ey=0_{E}, then x,y=0\langle x,y\rangle=0 and y=0|y|=0 by Elementary Identities in a Real Inner Product Space §zero, so both sides of the asserted inequality equal 00 (using 0=0|0|=0, claim 1 of Properties of the Absolute Value in an Ordered Field), and there is nothing to prove.

Suppose y0Ey\ne 0_{E}. Then 0<y0<|y| by Elementary Identities in a Real Inner Product Space §vanishing, hence 0<y20<|y|^{2} by claim 5 of Elementary Order Arithmetic in an Ordered Field, and y2|y|^{2} has a multiplicative inverse. Put t=x,y(y2)1Rt=\langle x,y\rangle\,(|y|^{2})^{-1}\in\mathbb{R}. By Elementary Identities in a Real Inner Product Space §expansion, Elementary Identities in a Real Inner Product Space §bilinear and Elementary Identities in a Real Inner Product Space §homogeneity,

0xty2=x22x,ty+ty2=x22tx,y+t2y2,0\le|x-ty|^{2}=|x|^{2}-2\langle x,ty\rangle+|ty|^{2}=|x|^{2}-2t\langle x,y\rangle+t^{2}|y|^{2},

the first inequality being condition (d) of Real Inner Product Space §inner-product, since xty2=xty,xty|x-ty|^{2}=\langle x-ty,x-ty\rangle. With the chosen tt we have tx,y=x,y2(y2)1t\langle x,y\rangle=\langle x,y\rangle^{2}(|y|^{2})^{-1} and t2y2=x,y2(y2)1t^{2}|y|^{2}=\langle x,y\rangle^{2}(|y|^{2})^{-1}, so the display reads

0x2x,y2(y2)1.0\le|x|^{2}-\langle x,y\rangle^{2}\,(|y|^{2})^{-1}.

Multiplying by the positive number y2|y|^{2} (claim 5 of Elementary Arithmetic in an Ordered Field) and rearranging by the translation rule (claim 3 of Elementary Arithmetic in an Ordered Field) gives x,y2x2y2=(xy)2\langle x,y\rangle^{2}\le|x|^{2}|y|^{2}=(|x|\,|y|)^{2}. Now x,y2=x,y2|\langle x,y\rangle|^{2}=\langle x,y\rangle^{2} because x,y|\langle x,y\rangle| equals x,y\langle x,y\rangle or x,y-\langle x,y\rangle (claim 1 of Properties of the Absolute Value in an Ordered Field), and both x,y|\langle x,y\rangle| and xy|x|\,|y| are nonnegative (the same claim; and 0=x0xy0=|x|\cdot 0\le|x|\,|y| by claim 5 of Elementary Arithmetic in an Ordered Field). Therefore x,yxy|\langle x,y\rangle|\le|x|\,|y| by claim 2 of Monotonicity of Squaring on the Nonnegative Elements of an Ordered Field.

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