Dot product Updated +Created
The definition of the "dot product" of a general space varies quite a lot with different contexts.
Most definitions tend to be bilinear forms.
We use the unqualified generally refers to the dot product of Real coordinate spaces, which is a positive definite symmetric bilinear form. Other important examples include:
The rest of this section is about the case.
The positive definite part of the definition likely comes in because we are so familiar with metric spaces, which requires a positive norm in the norm induced by an inner product.
The default Euclidean space definition, we use the matrix representation of a symmetric bilinear form as the identity matrix, e.g. in :
so that:
Euclidean space Updated +Created
with extra structure added to make it into a metric space.
Metric space vs normed vector space vs inner product space Updated +Created
TODO examples:
Figure 1.
Hierarchy of topological, metric, normed and inner product spaces
. Source.
Minkowski space Updated +Created
with a weird dot product-like operation called the Minkowski inner product.
Because the Minkowski inner product product is not positive definite, the norm induced by an inner product is a norm, and the space is not a metric space strictly speaking.
The name given to this type of space is a pseudometric space.
Pseudometric space Updated +Created
Metric space but where the distance between two distinct points can be zero.
Notable example: Minkowski space.