Definition (Finite Dimensional)
A Vector Space is called finite dimensional if or has a basis . The dimension of is the number of elements in a basis, and is written If , then .
Proposition (Isomorphic vector spaces have the same dimension)
Two finite dimensional vector spaces and are isomorphic if and only if
Eigenvector
Bijective
Invertible
Rank Nullity Theorem
Diagonal
Matrix of Linear Map
Rank
Upper-Triangular
Direct Sum
Finite Basis
Finite Dimensional
Orthogonal Complement
Four Hypotheses
Radner Krainak Theorem
Solutions for finite static teams
Characteristic of F
Same Finite-Dimensional Distribution
Continuous-time Gaussian process motion planning via probabilistic inference