inner product (original) (raw)
An inner product on a vector space
V over a field K (which must be either the field ℝ of real numbers or the field ℂ of complex numbers
) is a function (,):V×V⟶K such that, for all k1,k2∈K and 𝐯1,𝐯2,𝐯,𝐰∈V, the following properties hold:
- (k1𝐯1+k2𝐯2,𝐰)=k1(𝐯1,𝐰)+k2(𝐯2,𝐰) (linearity11A small minority of authors impose linearity on the second coordinate
instead of the first coordinate.)
- (k1𝐯1+k2𝐯2,𝐰)=k1(𝐯1,𝐰)+k2(𝐯2,𝐰) (linearity11A small minority of authors impose linearity on the second coordinate
(Note: Rule 2 guarantees that (𝐯,𝐯)∈ℝ, so the inequality (𝐯,𝐯)≥0 in rule 3 makes sense even when K=ℂ.)
The standard example of an inner product is the dot product on Kn:
((x1,…,xn),(y1,…,yn)):=∑i=1nxiyi¯ |
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