Inner product

noun

pronunciation:

[ ˈɪnə ˈprɒdʌkt ]

meaning:

An inner product is a generalization of the dot product. In a vector space, it is a way to multiply vectors together, with the result of this multiplication being a scalar.

More precisely, for a real vector space, an inner product <·,·> satisfies the following four properties. Let uv, and w be vectors and alpha be a scalar, then:

1. <u+v,w>=<u,w>+<v,w>.

2. <alphav,w>=alpha<v,w>.

3. <v,w>=<w,v>.

4. <v,v>>=0 and equal if and only if v=0.

example:

For Euclidean space R^n,  the inner product is given by <(x_1,x_2,...,x_n),(y_1,y_2,...,y_n)>    =x_1y_1+x_2y_2+...x_ny_n

 

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