We will start with two definitions to then properly introduce vector spaces and matrices. It is not necessary to have an in-depth understanding of these definitions, but remember that they are there.
Group
Let be non-empty set and binary operation. If the following axioms are satisfied
Moreover, if is
Some examples of groups are:
However, the following examples are not groups:
Field
Let be a non-empty set and , are binary operations. If the following axioms are satisfied
Examples of fields include:
Note that the set of integers is not a field because not every nonzero integer has a multiplicative inverse in .
So lets now define the matrix.
Matrix
Let . Table of numbers from field with rows and columns is called matrix of dimensions and is denoted as
where .
The set of all matrices with size is .