Convolution
The convolution of two functions
This forms a commutative, associative, bilinear product on integrable functions, thereby forming an K-monoid.
Proof
For commutativity, note
Distributivity follows from Fubini’s theorem. For linearity, note
and linearity in the other argument follows from commutativity.