# Exponential type

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Type of complex function with growth bounded by an exponential function

For exponential types in type theory and programming languages, see [Function type](/source/Function_type).

The graph of the function in gray is

          e

            −
            π

              z

                2

    {\displaystyle e^{-\pi z^{2}}}

, the Gaussian restricted to the real axis. The Gaussian does not have exponential type, but the functions in red and blue are one sided approximations that have exponential type

        2
        π

    {\displaystyle 2\pi }

.

In [complex analysis](/source/Complex_analysis), a branch of [mathematics](/source/Mathematics), a [holomorphic function](/source/Holomorphic_function) is said to be of **exponential type C** if its [growth is bounded](/source/Bounded_growth) by the [exponential function](/source/Exponential_function) e C | z | {\displaystyle e^{C|z|}} for some [real-valued](/source/Real_number) constant C {\displaystyle C} as | z | → ∞ {\displaystyle |z|\to \infty } . When a function is bounded in this way, it is then possible to express it as certain kinds of convergent summations over a series of other complex functions, as well as understanding when it is possible to apply techniques such as [Borel summation](/source/Borel_summation), or, for example, to apply the [Mellin transform](/source/Mellin_transform), or to perform approximations using the [Euler–Maclaurin formula](/source/Euler%E2%80%93Maclaurin_formula). The general case is handled by [Nachbin's theorem](/source/Nachbin's_theorem), which defines the analogous notion of **Ψ {\displaystyle \Psi } -type** for a general function Ψ ( z ) {\displaystyle \Psi (z)} as opposed to e z {\displaystyle e^{z}} .

## Basic idea

A function f ( z ) {\displaystyle f(z)} defined on the [complex plane](/source/Complex_plane) is said to be of exponential type if there exist real-valued constants M {\displaystyle M} and τ {\displaystyle \tau } such that

- | f ( r e i θ ) | ≤ M e τ r {\displaystyle \left|f\left(re^{i\theta }\right)\right|\leq Me^{\tau r}}

in the limit of r → ∞ {\displaystyle r\to \infty } . Here, the [complex variable](/source/Complex_variable) z {\displaystyle z} was written as z = r e i θ {\displaystyle z=re^{i\theta }} to emphasize that the limit must hold in all directions θ {\displaystyle \theta } . Letting τ {\displaystyle \tau } stand for the [infimum](/source/Infimum) of all such τ {\displaystyle \tau } , one then says that the function f {\displaystyle f} is of *exponential type τ {\displaystyle \tau }*.

For example, let f ( z ) = sin ⁡ ( π z ) {\displaystyle f(z)=\sin(\pi z)} . Then one says that sin ⁡ ( π z ) {\displaystyle \sin(\pi z)} is of exponential type π {\displaystyle \pi } , since π {\displaystyle \pi } is the smallest number that bounds the growth of sin ⁡ ( π z ) {\displaystyle \sin(\pi z)} along the imaginary axis. So, for this example, [Carlson's theorem](/source/Carlson's_theorem) cannot apply, as it requires functions of exponential type less than π {\displaystyle \pi } . Similarly, the [Euler–Maclaurin formula](/source/Euler%E2%80%93Maclaurin_formula) cannot be applied either, as it, too, expresses a theorem ultimately anchored in the theory of [finite differences](/source/Finite_difference).

## Formal definition

A [holomorphic function](/source/Holomorphic_function) F ( z ) {\displaystyle F(z)} is said to be of **exponential type** σ > 0 {\displaystyle \sigma >0} if for every ε > 0 {\displaystyle \varepsilon >0} there exists a real-valued constant A ε {\displaystyle A_{\varepsilon }} such that

- | F ( z ) | ≤ A ε e ( σ + ε ) | z | {\displaystyle |F(z)|\leq A_{\varepsilon }e^{(\sigma +\varepsilon )|z|}}

for | z | → ∞ {\displaystyle |z|\to \infty } where z ∈ C {\displaystyle z\in \mathbb {C} } . We say F ( z ) {\displaystyle F(z)} is of exponential type if F ( z ) {\displaystyle F(z)} is of exponential type σ {\displaystyle \sigma } for some σ > 0 {\displaystyle \sigma >0} . The number

- τ ( F ) = σ = lim sup | z | → ∞ | z | − 1 log ⁡ | F ( z ) | {\displaystyle \tau (F)=\sigma =\displaystyle \limsup _{|z|\rightarrow \infty }|z|^{-1}\log |F(z)|}

Behavior of

        F
        (
        z
        )
        =

          ∑

            n
            =
            1

            ∞

              z

                  10

                    n
                    !

              (

                10

                  n
                  !

              )
              !

        .

    {\displaystyle F(z)=\sum _{n=1}^{\infty }{\frac {z^{10^{n!}}}{(10^{n!})!}}.}

 The ratio of

        log
        ⁡

          |

        F
        (
        z
        )

          |

    {\displaystyle \log |F(z)|}

 to

          |

        z

          |

    {\displaystyle |z|}

 at a given radius is maximized on the real axis.

is the exponential type of F ( z ) {\displaystyle F(z)} . The [limit superior](/source/Limit_superior) here means the limit of the [supremum](/source/Supremum) of the ratio outside a given radius as the radius goes to infinity. This is also the limit superior of the maximum of the ratio at a given radius as the radius goes to infinity. The limit superior may exist even if the maximum at radius r {\displaystyle r} does not have a limit as r {\displaystyle r} goes to infinity. For example, for the function

- F ( z ) = ∑ n = 1 ∞ z 10 n ! ( 10 n ! ) ! {\displaystyle F(z)=\sum _{n=1}^{\infty }{\frac {z^{10^{n!}}}{(10^{n!})!}}}

the value of

- ( max | z | = r log ⁡ | F ( z ) | ) / r {\displaystyle (\max _{|z|=r}\log |F(z)|)/r}

at r = 10 n ! − 1 {\displaystyle r=10^{n!-1}} is dominated by the n−1st term and this goes to zero as n {\displaystyle n} goes to infinity,[1] but F ( z ) {\displaystyle F(z)} is nevertheless of exponential type 1, as can be seen by looking at the points z = 10 n ! {\displaystyle z=10^{n!}} .

## Exponential type with respect to a symmetric convex body

[Stein (1957)](#CITEREFStein1957) has given a generalization of exponential type for [entire functions](/source/Entire_function) of [several complex variables](/source/Several_complex_variables). Suppose K {\displaystyle K} is a [convex](/source/Convex_set), [compact](/source/Compact_element), and [symmetric](/source/Symmetric) subset of R n {\displaystyle \mathbb {R} ^{n}} . It is known that for every such K {\displaystyle K} there is an associated [norm](/source/Norm_(mathematics)) ‖ ⋅ ‖ K {\displaystyle \|\cdot \|_{K}} with the property that

- K = { x ∈ R n : ‖ x ‖ K ≤ 1 } . {\displaystyle K=\{x\in \mathbb {R} ^{n}:\|x\|_{K}\leq 1\}.}

In other words, K {\displaystyle K} is the unit ball in R n {\displaystyle \mathbb {R} ^{n}} with respect to ‖ ⋅ ‖ K {\displaystyle \|\cdot \|_{K}} . The set

- K ∗ = { y ∈ R n : x ⋅ y ≤ 1 for all x ∈ K } {\displaystyle K^{*}=\{y\in \mathbb {R} ^{n}:x\cdot y\leq 1{\text{ for all }}x\in {K}\}}

is called the [polar set](/source/Polar_set) and is also a [convex](/source/Convex_set), [compact](/source/Compact_element), and [symmetric](/source/Symmetric) subset of R n {\displaystyle \mathbb {R} ^{n}} . Furthermore, we can write

- ‖ x ‖ K = sup y ∈ K ∗ | x ⋅ y | . {\displaystyle \|x\|_{K}=\displaystyle \sup _{y\in K^{*}}|x\cdot y|.}

We extend ‖ ⋅ ‖ K {\displaystyle \|\cdot \|_{K}} from R n {\displaystyle \mathbb {R} ^{n}} to C n {\displaystyle \mathbb {C} ^{n}} by

- ‖ z ‖ K = sup y ∈ K ∗ | z ⋅ y | . {\displaystyle \|z\|_{K}=\displaystyle \sup _{y\in K^{*}}|z\cdot y|.}

An entire function F ( z ) {\displaystyle F(z)} of n {\displaystyle n} -complex variables is said to be of exponential type with respect to K {\displaystyle K} if for every ε > 0 {\displaystyle \varepsilon >0} there exists a real-valued constant A ε {\displaystyle A_{\varepsilon }} such that

- | F ( z ) | < A ε e 2 π ( 1 + ε ) ‖ z ‖ K {\displaystyle |F(z)|<A_{\varepsilon }e^{2\pi (1+\varepsilon )\|z\|_{K}}}

for all z ∈ C n {\displaystyle z\in \mathbb {C} ^{n}} .

## Fréchet space

Collections of functions of exponential type τ {\displaystyle \tau } can form a [complete](/source/Complete_space) [uniform space](/source/Uniform_space), namely a [Fréchet space](/source/Fr%C3%A9chet_space), by the [topology](/source/Topological_space) induced by the countable family of [norms](/source/Norm_(mathematics))

- ‖ f ‖ n = sup z ∈ C exp ⁡ [ − ( τ + 1 n ) | z | ] | f ( z ) | . {\displaystyle \|f\|_{n}=\sup _{z\in \mathbb {C} }\exp \left[-\left(\tau +{\frac {1}{n}}\right)|z|\right]|f(z)|.}

## See also

- [Paley–Wiener theorem](/source/Paley%E2%80%93Wiener_theorem)

- [Paley–Wiener space](https://en.wikipedia.org/w/index.php?title=Paley%E2%80%93Wiener_space&action=edit&redlink=1)

## References

1. **[^](#cite_ref-1)** In fact, even ( max | z | = r log ⁡ log ⁡ | F ( z ) | ) / ( log ⁡ r ) {\displaystyle (\max _{|z|=r}\log \log |F(z)|)/(\log r)} at r = 10 n ! − 1 {\displaystyle r=10^{n!-1}} goes to zero as n {\displaystyle n} goes to infinity.

- [Stein, E.M.](/source/Elias_M._Stein) (1957), "Functions of exponential type", *Ann. of Math.*, 2, **65** (3): 582–592, [doi](/source/Doi_(identifier)):[10.2307/1970066](https://doi.org/10.2307%2F1970066), [JSTOR](/source/JSTOR_(identifier)) [1970066](https://www.jstor.org/stable/1970066), [MR](/source/MR_(identifier)) [0085342](https://mathscinet.ams.org/mathscinet-getitem?mr=0085342)

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Adapted from the Wikipedia article [Exponential type](https://en.wikipedia.org/wiki/Exponential_type) by Wikipedia contributors ([contributor history](https://en.wikipedia.org/wiki/Exponential_type?action=history)). Available under [Creative Commons Attribution-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-sa/4.0/). Changes may have been made.
