A Fourier multiplier operator is defined by . On , a bounded symbol gives a bounded operator by the Plancherel theorem, while an unbounded symbol defines a closed linear operator on the functions for which remains square-integrable.
Graph norm 2026-09-28
The graph norm of is . If and are Banach spaces, then is a closed linear operator exactly when its domain is complete in the graph norm.
A nonautonomous abstract Cauchy problem has the form , with a time-dependent generally closed linear operator. Under stability, common-domain, and regularity hypotheses, it is propagated by an evolution family.
The infinitesimal generator of a semigroup is the linear operator
with generator domain
For example, the Bochner integral
belongs to for every and , since .
To prove that is a closed linear operator, suppose , , and . For vectors in the generator domain,
Passing to the limit in the Banach space gives
After division by , strong continuity makes the right side converge to as . Hence and , so is closed.
For , define the Bochner integral
It converges absolutely because
Integrating the semigroup difference quotient shows that and . The same computation for gives . Thus the Laplace-transform formula for a semigroup resolvent proves
Let be a Cauchy sequence in the graph norm
Then and are Cauchy sequences in the Banach space , so for some ,
Because is a closed linear operator, and . It follows that
Thus every Cauchy sequence converges in , and
The family
inherits the identity, semigroup property, and strong continuity from , while
Its difference quotient satisfies
for . Conversely, existence of this limit implies existence of the generator limit for , so and
This is the exponentially shifted semigroup construction.
The Hille-Yosida theorem in the uniformly bounded case says that a linear operator on a Banach space generates a C0-semigroup with if and only if: