A linear functional on a vector space over a field
is a linear transformation
. It satisfies the following
properties for all
and
(Axler 2026, p. 105).
1. ,
and
2. .
For a real vector space, ; for a complex vector
space,
.
All linear functionals on
form its dual vector space.
On a real or complex normed space, a linear functional is continuous iff it is bounded, meaning that for some constant
and every
(Schenker 2008, p. 6-1). The continuous
linear functionals form the dual normed space.
Linearity alone does not imply continuity. For example,
on the vector space of real polynomials
with the supremum norm on
, the linear functional
is unbounded, since
and
for every positive
integer
.
Generalized functions are continuous linear functionals on suitable function spaces of test functions.