Pointwise addition 2026-11-05
For functions taking values in the same vector space, pointwise addition is defined by for every . For and , the resulting function is ; at its value is six.
The zero function and pointwise scalar multiplication make the collection of all such functions a vector space. The vector space identities follow by evaluating at an arbitrary input and using the corresponding identities in . This construction also preserves continuity and linearity when the original functions have those properties, and is the addition used in the superposition principle for a linear differential equation.
Pointwise multiplication 2026-11-05
For functions or , their pointwise multiplication is the function with . Both values are evaluated at the same input before multiplication. If and , then and .
Together with pointwise addition, this makes the continuous functions on a topological space into an algebra over a field. Closure properties still need checking for other function spaces: two L2 space functions need not have an L2 space product. For example, on have integrable squares, but is not integrable. The ambient function space matters.
Pointwise operation 2026-11-05
A pointwise operation on functions applies an operation to their values at the same input. If and is a binary operation, the induced operation on the function space is defined by
The common domain of a function makes the two inputs available at each ; the closure of the operation in the codomain makes the resulting value an element of again.
For real-valued functions, ordinary addition and multiplication induce pointwise addition and pointwise multiplication. If and , then and . Function composition instead feeds one output into another rule: in this example.
Algebraic identities pass to the pointwise construction by evaluation. For instance, if the operation on is associative, then for every , proving equality of the two functions. This explains how algebraic structure on values induces structure on a function space.