Reviewing notes 1.1 of Advanced algebra

♦Linear map

Definition

Linear map

A linear map from vector space V to W over a field F is a function T with the following properties:

Additivity:

T(u+v)=T(u)+T(v) for every u,v∈V.

Homogeneity:

T(λv)=λT(v) for v∈V and λ∈F.

Example

Linear map zero

In addition to its other uses,we let the symbol 0 denote the function that takes each element of some vector space to the additivei dentity of another vector space. Usually, the context should allow you to distinguish between the many uses of the symbol 0.

Identity

The identity map, denoted I, is the functionon of some vector space that takes each element to itself.