Cauchy Estimates
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In mathematics, specifically in
complex analysis Complex analysis, traditionally known as the theory of functions of a complex variable, is the branch of mathematical analysis that investigates functions of complex numbers. It is helpful in many branches of mathematics, including algebraic ...
, Cauchy's estimate gives local bounds for the
derivative In mathematics, the derivative is a fundamental tool that quantifies the sensitivity to change of a function's output with respect to its input. The derivative of a function of a single variable at a chosen input value, when it exists, is t ...
s of a
holomorphic function In mathematics, a holomorphic function is a complex-valued function of one or more complex variables that is complex differentiable in a neighbourhood of each point in a domain in complex coordinate space . The existence of a complex de ...
. These bounds are optimal. Cauchy's estimate is also called Cauchy's inequality, but must not be confused with the
Cauchy–Schwarz inequality The Cauchy–Schwarz inequality (also called Cauchy–Bunyakovsky–Schwarz inequality) is an upper bound on the absolute value of the inner product between two vectors in an inner product space in terms of the product of the vector norms. It is ...
.


Statement and consequence

Let f be a holomorphic function on the open ball B(a, r) in \mathbb C. If M is the sup of , f, over B(a, r), then Cauchy's estimate says: for each integer n > 0, :, f^(a), \le \frac M where f^ is the ''n''-th
complex derivative In mathematics, a holomorphic function is a complex-valued function of one or more complex variables that is complex differentiable in a neighbourhood of each point in a domain in complex coordinate space . The existence of a complex deriva ...
of f; i.e., f' = \frac and f^ = (f^)^' (see ). Moreover, taking f(z) = z^n, a = 0, r = 1 shows the above estimate cannot be improved. As a corollary, for example, we obtain Liouville's theorem, which says a bounded entire function is constant (indeed, let r \to \infty in the estimate.) Slightly more generally, if f is an entire function bounded by A + B, z, ^k for some constants A, B and some integer k > 0, then f is a polynomial.


Proof

We start with
Cauchy's integral formula In mathematics, Cauchy's integral formula, named after Augustin-Louis Cauchy, is a central statement in complex analysis. It expresses the fact that a holomorphic function defined on a disk is completely determined by its values on the boundary o ...
applied to f, which gives for z with , z - a , < r', :f(z) = \frac \int_ \frac \, dw where r' < r. By the
differentiation under the integral sign In calculus, the Leibniz integral rule for differentiation under the integral sign, named after Gottfried Wilhelm Leibniz, states that for an integral of the form \int_^ f(x,t)\,dt, where -\infty < a(x), b(x) < \infty and the integrands ...
(in the complex variable), we get: :f^(z) = \frac \int_ \frac \, dw. Thus, :, f^(a), \le \frac \int_ \frac = \frac. Letting r' \to r finishes the proof. \square (The proof shows it is not necessary to take M to be the sup over the whole open disk, but because of the
maximal principle In mathematics, the maximum modulus principle in complex analysis states that if f is a holomorphic function, then the modulus , f, cannot exhibit a strict maximum that is strictly within the domain of f. In other words, either f is locally ...
, restricting the sup to the near boundary would not change M.)


Related estimate

Here is a somehow more general but less precise estimate. It says: given an open subset U \subset \mathbb, a compact subset K \subset U and an integer n > 0, there is a constant C such that for every holomorphic function f on U, :\sup_ , f^, \le C \int_U , f, \, d\mu where d\mu is the Lebesgue measure. This estimate follows from Cauchy's integral formula (in the general form) applied to u =\psi f where \psi is a smooth function that is =1 on a neighborhood of K and whose support is contained in U. Indeed, shrinking U, assume U is bounded and the boundary of it is piecewise-smooth. Then, since \partial u / \partial \overline = f \partial \psi / \partial \overline, by the integral formula, :u(z) = \frac \int_ \frac \, dw + \frac \int_U \frac \, dw \wedge d\overline for z in U (since K can be a point, we cannot assume z is in K). Here, the first term on the right is zero since the support of u lies in U. Also, the support of \partial \psi/\partial \overline is contained in U - K. Thus, after the differentiation under the integral sign, the claimed estimate follows. As an application of the above estimate, we can obtain the Stieltjes–Vitali theorem, which says that a sequence of holomorphic functions on an open subset U \subset \mathbb that is bounded on each compact subset has a subsequence converging on each compact subset (necessarily to a holomorphic function since the limit satisfies the Cauchy–Riemann equations). Indeed, the estimate implies such a sequence is
equicontinuous In mathematical analysis, a family of functions is equicontinuous if all the functions are continuous and they have equal variation over a given neighbourhood, in a precise sense described herein. In particular, the concept applies to countable f ...
on each compact subset; thus, Ascoli's theorem and the diagonal argument give a claimed subsequence.


In several variables

Cauchy's estimate is also valid for holomorphic functions in several variables. Namely, for a holomorphic function f on a polydisc U = \prod_^n B(a_j, r_j) \subset \mathbb^n, we have: for each multiindex \alpha \in \mathbb^n, :\left , \left(\frac^ f\right) (a) \ \le \frac \sup_U , f, where a = (a_1, \dots, a_n), \alpha! = \prod _j! and r^ = \prod r_j^. As in the one variable case, this follows from Cauchy's integral formula in polydiscs. and its consequence also continue to be valid in several variables with the same proofs.


See also

*
Taylor's theorem In calculus, Taylor's theorem gives an approximation of a k-times differentiable function around a given point by a polynomial of degree k, called the k-th-order Taylor polynomial. For a smooth function, the Taylor polynomial is the truncation a ...


References

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Further reading

* https://math.stackexchange.com/questions/114349/how-is-cauchys-estimate-derived/114363 {{analysis-stub Complex analysis