Definition:Linear Transformation
Contents
Definition
A linear transformation is a homomorphism from one module to another.
Definition in a Vector Space
Let $V, W$ be vector spaces over a field (or, more generally, division ring) $K$.
A mapping $A: V \to W$ is a linear transformation if and only if:
- $\forall v_1, v_2 \in V, \lambda \in K: A \left({\lambda v_1 + v_2}\right) = \lambda A \left({v_1}\right) + A \left({v_2}\right)$
That is, a homomorphism from one vector space to another.
Linear Operator
A linear operator is a linear transformation from a module into itself.
Also known as
The term linear mapping can sometimes be found, which means the same thing as linear transformation.
Some sources use the term module homomorphism.
Some authors, specifically in the field of functional analysis, use the term linear operator (or even just operator) for arbitrary linear transformations.
Sources
- 1981: Murray R. Spiegel: Theory and Problems of Complex Variables (SI ed.) ... (previous) ... (next): $2$: Functions, Limits and Continuity: The Elementary Functions: $1$
- 1965: Seth Warner: Modern Algebra ... (previous) ... (next): $\S 28$
- For a video presentation of the contents of this page, visit the Khan Academy.
