A linear transformation (also called a linear mapping) is a transformation such that satisfies the following conditions:
If a transformation is linear, there will be an associated transformation matrix.
is linear because
is not linear because
In general, if any variable is raised to a power or two variables are multiplied by the transformation, or if there are any constants other than 0 as elements of the transformed vector, the transformation will not be linear.