Proof of The Cauchy-Schwarz Inequality in a Real Inner Product Space
theoremthm:cauchy-schwarz-real-2026aThe classical argument: expand 0 <= |x - t y|^2 with t = <x,y>/|y|^2 and compare squares.
Let . We use the notation and claims of Elementary Identities in a Real Inner Product Space.
If , then and by Elementary Identities in a Real Inner Product Space §zero, so both sides of the asserted inequality equal (using , claim 1 of Properties of the Absolute Value in an Ordered Field), and there is nothing to prove.
Suppose . Then by Elementary Identities in a Real Inner Product Space §vanishing, hence by claim 5 of Elementary Order Arithmetic in an Ordered Field, and has a multiplicative inverse. Put . 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,
the first inequality being condition (d) of Real Inner Product Space §inner-product, since . With the chosen we have and , so the display reads
Multiplying by the positive number (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 . Now because equals or (claim 1 of Properties of the Absolute Value in an Ordered Field), and both and are nonnegative (the same claim; and by claim 5 of Elementary Arithmetic in an Ordered Field). Therefore by claim 2 of Monotonicity of Squaring on the Nonnegative Elements of an Ordered Field.
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Prerequisites
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