Inner product is written as
Inner product satisfy the following properties:
- Commutativity:
- Positivity:
We say that the two vectors are orthogonal with respect to the inner product space if
Notice that two vector orthogonal in one inner product space may not necessarily orthogonal to each other with a different inner product.
The Cauchy-Schwarz inequality describes the relationship between norm and inner product.