Matrix Norms

For a matrix in the matrix norm or operator norm is defined as:

This definition gives us the useful inequality:

Another equivalent definition is:

This can be proven like so:

Note

There are other matrix norms that we will not be touching in MATH 307 - Applied Linear Algebra. For example a norm.