Hubbry Logo
search
logo

Dual basis

logo
Community Hub0 Subscribers
Write something...
Be the first to start a discussion here.
Be the first to start a discussion here.
See all
Dual basis

In linear algebra, given a vector space with a basis of vectors indexed by an index set (the cardinality of is the dimension of ), the dual set of is a set of vectors in the dual space with the same index set such that and form a biorthogonal system. The dual set is always linearly independent but does not necessarily span . If it does span , then is called the dual basis or reciprocal basis for the basis .

Denoting the indexed vector sets as and , being biorthogonal means that the elements pair to have an inner product equal to 1 if the indexes are equal, and equal to 0 otherwise. Symbolically, evaluating a dual vector in on a vector in the original space :

where is the Kronecker delta symbol.

To perform operations with a vector, we must have a straightforward method of calculating its components. In a Cartesian frame the necessary operation is the dot product of the vector and the base vector. For example,

where is the basis in a Cartesian frame. The components of can be found by

However, in a non-Cartesian frame, we do not necessarily have for all . However, it is always possible to find vectors in the dual space such that

The equality holds when the s are the dual basis of s. Notice the difference in position of the index .

The dual set always exists and gives an injection from V into V, namely the mapping that sends vi to vi. This says, in particular, that the dual space has dimension greater or equal to that of V.

See all
User Avatar
No comments yet.