Euclidean space with its componentwise operations and the dot product is a real inner product space whose induced norm is the Euclidean norm and whose norm metric is the Euclidean distance; it is a real Hilbert space.
In the setting of Euclidean Space and Real Matrices: Standing Notation, let .
Inner product space. , with its componentwise sum and scalar multiple , is a real vector space, whose zero vector, negatives and differences are the origin , and of . The dot product is an inner product on it, so with the dot product is a real inner product space.
Norm and distance. The induced norm of this real inner product space is the Euclidean norm , and its norm metric, as a real normed space (The Norm of a Real Inner Product Space (iii)), is the Euclidean distance .
Hilbert space. with the dot product is a real Hilbert space.
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