Inequalities for inner products
From Maths
Tables
Equation | Form | Notes |
---|---|---|
Cauchy-Schwarz inequality[1] | |⟨x,y⟩|≤∥x∥∥y∥ for ∥x∥:=√⟨x,x⟩ (equality if lin dependent)
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For any Inner product, note that ∥⋅∥ is the norm induced by the inner product |
Parallelogram law[1] | For any i.p.s we have ∥x+y∥2+∥x−y∥2=2∥x∥2+2∥y∥2 |
Page 11 |
Polarisation identities[1] | For a R inner product: ⟨x,y⟩=14∥x+y∥2−14∥x−y∥2 |
Page 10 |
For a C inner product: ⟨x,y⟩=14∥x+y∥2−14∥x−y∥2+j[14∥x+jy∥2−14∥x−jy∥2] |
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Pythagorean theorem[1] | If x is perpendicular to y in any i.p.s, then: ∥x+y∥2=∥x∥2+∥y∥2 |
Page 11 |
References
- ↑ Jump up to: 1.0 1.1 1.2 1.3 Functional Analysis - George Bachman and Lawrence Narici