MATH 215A NOTES 1. 9/27 We Will Think About Functions Defined On
Total Page:16
File Type:pdf, Size:1020Kb
Load more
Recommended publications
-
Informal Lecture Notes for Complex Analysis
Informal lecture notes for complex analysis Robert Neel I'll assume you're familiar with the review of complex numbers and their algebra as contained in Appendix G of Stewart's book, so we'll pick up where that leaves off. 1 Elementary complex functions In one-variable real calculus, we have a collection of basic functions, like poly- nomials, rational functions, the exponential and log functions, and the trig functions, which we understand well and which serve as the building blocks for more general functions. The same is true in one complex variable; in fact, the real functions we just listed can be extended to complex functions. 1.1 Polynomials and rational functions We start with polynomials and rational functions. We know how to multiply and add complex numbers, and thus we understand polynomial functions. To be specific, a degree n polynomial, for some non-negative integer n, is a function of the form n n−1 f(z) = cnz + cn−1z + ··· + c1z + c0; 3 where the ci are complex numbers with cn 6= 0. For example, f(z) = 2z + (1 − i)z + 2i is a degree three (complex) polynomial. Polynomials are clearly defined on all of C. A rational function is the quotient of two polynomials, and it is defined everywhere where the denominator is non-zero. z2+1 Example: The function f(z) = z2−1 is a rational function. The denomina- tor will be zero precisely when z2 = 1. We know that every non-zero complex number has n distinct nth roots, and thus there will be two points at which the denominator is zero. -
Poles and Zeros of Generalized Carathéodory Class Functions
W&M ScholarWorks Undergraduate Honors Theses Theses, Dissertations, & Master Projects 5-2011 Poles and Zeros of Generalized Carathéodory Class Functions Yael Gilboa College of William and Mary Follow this and additional works at: https://scholarworks.wm.edu/honorstheses Part of the Mathematics Commons Recommended Citation Gilboa, Yael, "Poles and Zeros of Generalized Carathéodory Class Functions" (2011). Undergraduate Honors Theses. Paper 375. https://scholarworks.wm.edu/honorstheses/375 This Honors Thesis is brought to you for free and open access by the Theses, Dissertations, & Master Projects at W&M ScholarWorks. It has been accepted for inclusion in Undergraduate Honors Theses by an authorized administrator of W&M ScholarWorks. For more information, please contact [email protected]. Poles and Zeros of Generalized Carathéodory Class Functions A thesis submitted in partial fulfillment of the requirement for the degree of Bachelor of Science with Honors in Mathematics from The College of William and Mary by Yael Gilboa Accepted for (Honors) Vladimir Bolotnikov, Committee Chair Ilya Spiktovsky Leiba Rodman Julie Agnew Williamsburg, VA May 2, 2011 POLES AND ZEROS OF GENERALIZED CARATHEODORY´ CLASS FUNCTIONS YAEL GILBOA Date: May 2, 2011. 1 2 YAEL GILBOA Contents 1. Introduction 3 2. Schur Class Functions 5 3. Generalized Schur Class Functions 13 4. Classical and Generalized Carath´eodory Class Functions 15 5. PolesandZerosofGeneralizedCarath´eodoryFunctions 18 6. Future Research and Acknowledgments 28 References 29 POLES AND ZEROS OF GENERALIZED CARATHEODORY´ CLASS FUNCTIONS 3 1. Introduction The goal of this thesis is to establish certain representations for generalized Carath´eodory functions in terms of related classical Carath´eodory functions. Let denote the Carath´eodory class of functions f that are analytic and that have a nonnegativeC real part in the open unit disk D = z : z < 1 . -
Bounded Holomorphic Functions on Finite Riemann Surfaces
BOUNDED HOLOMORPHIC FUNCTIONS ON FINITE RIEMANN SURFACES BY E. L. STOUT(i) 1. Introduction. This paper is devoted to the study of some problems concerning bounded holomorphic functions on finite Riemann surfaces. Our work has its origin in a pair of theorems due to Lennart Carleson. The first of the theorems of Carleson we shall be concerned with is the following [7] : Theorem 1.1. Let fy,---,f„ be bounded holomorphic functions on U, the open unit disc, such that \fy(z) + — + \f„(z) | su <5> 0 holds for some ô and all z in U. Then there exist bounded holomorphic function gy,---,g„ on U such that ftEi + - +/A-1. In §2, we use this theorem to establish an analogous result in the setting of finite open Riemann surfaces. §§3 and 4 consider certain questions which arise naturally in the course of the proof of this generalization. We mention that the chief result of §2, Theorem 2.6, has been obtained independently by N. L. Ailing [3] who has used methods more highly algebraic than ours. The second matter we shall be concerned with is that of interpolation. If R is a Riemann surface and if £ is a subset of R, call £ an interpolation set for R if for every bounded complex-valued function a on £, there is a bounded holo- morphic function f on R such that /1 £ = a. Carleson [6] has characterized interpolation sets in the unit disc: Theorem 1.2. The set {zt}™=1of points in U is an interpolation set for U if and only if there exists ô > 0 such that for all n ** n00 k = l;ktn 1 — Z.Zl An alternative proof is to be found in [12, p. -
Complex-Differentiability
Complex-Differentiability Sébastien Boisgérault, Mines ParisTech, under CC BY-NC-SA 4.0 April 25, 2017 Contents Core Definitions 1 Derivative and Complex-Differential 3 Calculus 5 Cauchy-Riemann Equations 7 Appendix – Terminology and Notation 10 References 11 Core Definitions Definition – Complex-Differentiability & Derivative. Let f : A ⊂ C → C. The function f is complex-differentiable at an interior point z of A if the derivative of f at z, defined as the limit of the difference quotient f(z + h) − f(z) f 0(z) = lim h→0 h exists in C. Remark – Why Interior Points? The point z is an interior point of A if ∃ r > 0, ∀ h ∈ C, |h| < r → z + h ∈ A. In the definition above, this assumption ensures that f(z + h) – and therefore the difference quotient – are well defined when |h| is (nonzero and) small enough. Therefore, the derivative of f at z is defined as the limit in “all directions at once” of the difference quotient of f at z. To question the existence of the derivative of f : A ⊂ C → C at every point of its domain, we therefore require that every point of A is an interior point, or in other words, that A is open. 1 Definition – Holomorphic Function. Let Ω be an open subset of C. A function f :Ω → C is complex-differentiable – or holomorphic – in Ω if it is complex-differentiable at every point z ∈ Ω. If additionally Ω = C, the function is entire. Examples – Elementary Functions. 1. Every constant function f : z ∈ C 7→ λ ∈ C is holomorphic as 0 λ − λ ∀ z ∈ C, f (z) = lim = 0. -
Control Systems
ECE 380: Control Systems Course Notes: Winter 2014 Prof. Shreyas Sundaram Department of Electrical and Computer Engineering University of Waterloo ii c Shreyas Sundaram Acknowledgments Parts of these course notes are loosely based on lecture notes by Professors Daniel Liberzon, Sean Meyn, and Mark Spong (University of Illinois), on notes by Professors Daniel Davison and Daniel Miller (University of Waterloo), and on parts of the textbook Feedback Control of Dynamic Systems (5th edition) by Franklin, Powell and Emami-Naeini. I claim credit for all typos and mistakes in the notes. The LATEX template for The Not So Short Introduction to LATEX 2" by T. Oetiker et al. was used to typeset portions of these notes. Shreyas Sundaram University of Waterloo c Shreyas Sundaram iv c Shreyas Sundaram Contents 1 Introduction 1 1.1 Dynamical Systems . .1 1.2 What is Control Theory? . .2 1.3 Outline of the Course . .4 2 Review of Complex Numbers 5 3 Review of Laplace Transforms 9 3.1 The Laplace Transform . .9 3.2 The Inverse Laplace Transform . 13 3.2.1 Partial Fraction Expansion . 13 3.3 The Final Value Theorem . 15 4 Linear Time-Invariant Systems 17 4.1 Linearity, Time-Invariance and Causality . 17 4.2 Transfer Functions . 18 4.2.1 Obtaining the transfer function of a differential equation model . 20 4.3 Frequency Response . 21 5 Bode Plots 25 5.1 Rules for Drawing Bode Plots . 26 5.1.1 Bode Plot for Ko ....................... 27 5.1.2 Bode Plot for sq ....................... 28 s −1 s 5.1.3 Bode Plot for ( p + 1) and ( z + 1) . -
Real Rational Filters, Zeros and Poles
Real Rational Filters, Zeros and Poles Jack Xin (Lecture) and J. Ernie Esser (Lab) ∗ Abstract Classnotes on real rational filters, causality, stability, frequency response, impulse response, zero/pole analysis, minimum phase and all pass filters. 1 Real Rational Filter and Frequency Response A real rational filter takes the form of difference equations in the time domain: a(1)y(n) = b(1)x(n)+ b(2)x(n 1) + + b(nb + 1)x(n nb) − ··· − a(2)y(n 1) a(na + 1)y(n na), (1) − − −···− − where na and nb are nonnegative integers (number of delays), x is input signal, y is filtered output signal. In the z-domain, the z-transforms X and Y are related by: Y (z)= H(z) X(z), (2) where X and Y are z-transforms of x and y respectively, and H is called the transfer function: b(1) + b(2)z−1 + + b(nb + 1)z−nb H(z)= ··· . (3) a(1) + a(2)z−1 + + a(na + 1)z−na ··· The filter is called real rational because H is a rational function of z with real coefficients in numerator and denominator. The frequency response of the filter is H(ejθ), where j = √ 1, θ [0, π]. The θ [π, 2π] − ∈ ∈ portion does not contain more information due to complex conjugacy. In Matlab, the frequency response is obtained by: [h, θ] = freqz(b, a, N), where b = [b(1), b(2), , b(nb + 1)], a = [a(1), a(2), , a(na + 1)], N refers to number of ··· ··· sampled points for θ on the upper unit semi-circle; h is a complex vector with components H(ejθ) at sampled points of θ. -
Complex Manifolds
Complex Manifolds Lecture notes based on the course by Lambertus van Geemen A.A. 2012/2013 Author: Michele Ferrari. For any improvement suggestion, please email me at: [email protected] Contents n 1 Some preliminaries about C 3 2 Basic theory of complex manifolds 6 2.1 Complex charts and atlases . 6 2.2 Holomorphic functions . 8 2.3 The complex tangent space and cotangent space . 10 2.4 Differential forms . 12 2.5 Complex submanifolds . 14 n 2.6 Submanifolds of P ............................... 16 2.6.1 Complete intersections . 18 2 3 The Weierstrass }-function; complex tori and cubics in P 21 3.1 Complex tori . 21 3.2 Elliptic functions . 22 3.3 The Weierstrass }-function . 24 3.4 Tori and cubic curves . 26 3.4.1 Addition law on cubic curves . 28 3.4.2 Isomorphisms between tori . 30 2 Chapter 1 n Some preliminaries about C We assume that the reader has some familiarity with the notion of a holomorphic function in one complex variable. We extend that notion with the following n n Definition 1.1. Let f : C ! C, U ⊆ C open with a 2 U, and let z = (z1; : : : ; zn) be n the coordinates in C . f is holomorphic in a = (a1; : : : ; an) 2 U if f has a convergent power series expansion: +1 X k1 kn f(z) = ak1;:::;kn (z1 − a1) ··· (zn − an) k1;:::;kn=0 This means, in particular, that f is holomorphic in each variable. Moreover, we define OCn (U) := ff : U ! C j f is holomorphicg m A map F = (F1;:::;Fm): U ! C is holomorphic if each Fj is holomorphic. -
Residue Theorem
Topic 8 Notes Jeremy Orloff 8 Residue Theorem 8.1 Poles and zeros f z z We remind you of the following terminology: Suppose . / is analytic at 0 and f z a z z n a z z n+1 ; . / = n. * 0/ + n+1. * 0/ + § a ≠ f n z n z with n 0. Then we say has a zero of order at 0. If = 1 we say 0 is a simple zero. f z Suppose has an isolated singularity at 0 and Laurent series b b b n n*1 1 f .z/ = + + § + + a + a .z * z / + § z z n z z n*1 z z 0 1 0 . * 0/ . * 0/ * 0 < z z < R b ≠ f n z which converges on 0 * 0 and with n 0. Then we say has a pole of order at 0. n z If = 1 we say 0 is a simple pole. There are several examples in the Topic 7 notes. Here is one more Example 8.1. z + 1 f .z/ = z3.z2 + 1/ has isolated singularities at z = 0; ,i and a zero at z = *1. We will show that z = 0 is a pole of order 3, z = ,i are poles of order 1 and z = *1 is a zero of order 1. The style of argument is the same in each case. At z = 0: 1 z + 1 f .z/ = ⋅ : z3 z2 + 1 Call the second factor g.z/. Since g.z/ is analytic at z = 0 and g.0/ = 1, it has a Taylor series z + 1 g.z/ = = 1 + a z + a z2 + § z2 + 1 1 2 Therefore 1 a a f .z/ = + 1 +2 + § : z3 z2 z This shows z = 0 is a pole of order 3. -
Chapter 7: the Z-Transform
Chapter 7: The z-Transform Chih-Wei Liu Outline Introduction The z-Transform Properties of the Region of Convergence Properties of the z-Transform Inversion of the z-Transform The Transfer Function Causality and Stability Determining Frequency Response from Poles & Zeros Computational Structures for DT-LTI Systems The Unilateral z-Transform 2 Introduction The z-transform provides a broader characterization of discrete-time LTI systems and their interaction with signals than is possible with DTFT Signal that is not absolutely summable z-transform DTFT Two varieties of z-transform: Unilateral or one-sided Bilateral or two-sided The unilateral z-transform is for solving difference equations with initial conditions. The bilateral z-transform offers insight into the nature of system characteristics such as stability, causality, and frequency response. 3 A General Complex Exponential zn Complex exponential z= rej with magnitude r and angle n zn rn cos(n) jrn sin(n) Re{z }: exponential damped cosine Im{zn}: exponential damped sine r: damping factor : sinusoidal frequency < 0 exponentially damped cosine exponentially damped sine zn is an eigenfunction of the LTI system 4 Eigenfunction Property of zn x[n] = zn y[n]= x[n] h[n] LTI system, h[n] y[n] h[n] x[n] h[k]x[n k] k k H z h k z Transfer function k h[k]znk k n H(z) is the eigenvalue of the eigenfunction z n k j (z) z h[k]z Polar form of H(z): H(z) = H(z)e k H(z)amplitude of H(z); (z) phase of H(z) zn H (z) Then yn H ze j z z n . -
Meromorphic Functions with Prescribed Asymptotic Behaviour, Zeros and Poles and Applications in Complex Approximation
Canad. J. Math. Vol. 51 (1), 1999 pp. 117–129 Meromorphic Functions with Prescribed Asymptotic Behaviour, Zeros and Poles and Applications in Complex Approximation A. Sauer Abstract. We construct meromorphic functions with asymptotic power series expansion in z−1 at ∞ on an Arakelyan set A having prescribed zeros and poles outside A. We use our results to prove approximation theorems where the approximating function fulfills interpolation restrictions outside the set of approximation. 1 Introduction The notion of asymptotic expansions or more precisely asymptotic power series is classical and one usually refers to Poincare´ [Po] for its definition (see also [Fo], [O], [Pi], and [R1, pp. 293–301]). A function f : A → C where A ⊂ C is unbounded,P possesses an asymptoticP expansion ∞ −n − N −n = (in A)at if there exists a (formal) power series anz such that f (z) n=0 anz O(|z|−(N+1))asz→∞in A. This imitates the properties of functions with convergent Taylor expansions. In fact, if f is holomorphic at ∞ its Taylor expansion and asymptotic expansion coincide. We will be mainly concerned with entire functions possessing an asymptotic expansion. Well known examples are the exponential function (in the left half plane) and Sterling’s formula for the behaviour of the Γ-function at ∞. In Sections 2 and 3 we introduce a suitable algebraical and topological structure on the set of all entire functions with an asymptotic expansion. Using this in the following sections, we will prove existence theorems in the spirit of the Weierstrass product theorem and Mittag-Leffler’s partial fraction theorem. -
On Zero and Pole Surfaces of Functions of Two Complex Variables«
ON ZERO AND POLE SURFACES OF FUNCTIONS OF TWO COMPLEX VARIABLES« BY STEFAN BERGMAN 1. Some problems arising in the study of value distribution of functions of two complex variables. One of the objectives of modern analysis consists in the generalization of methods of the theory of functions of one complex variable in such a way that the procedures in the revised form can be ap- plied in other fields, in particular, in the theory of functions of several com- plex variables, in the theory of partial differential equations, in differential geometry, etc. In this way one can hope to obtain in time a unified theory of various chapters of analysis. The method of the kernel function is one of the tools of this kind. In particular, this method permits us to develop some chap- ters of the theory of analytic and meromorphic functions f(zit • • • , zn) of the class J^2(^82n), various chapters in the theory of pseudo-conformal trans- formations (i.e., of transformations of the domains 332n by n analytic func- tions of n complex variables) etc. On the other hand, it is of considerable inter- est to generalize other chapters of the theory of functions of one variable, at first to the case of several complex variables. In particular, the study of value distribution of entire and meromorphic functions represents a topic of great interest. Generalizing the classical results about the zeros of a poly- nomial, Hadamard and Borel established a connection between the value dis- tribution of a function and its growth. A further step of basic importance has been made by Nevanlinna and Ahlfors, who showed not only that the results of Hadamard and Borel in a sharper form can be obtained by using potential-theoretical and topological methods, but found in this way im- portant new relations, and opened a new field in the modern theory of func- tions. -
Introduction to Holomorphic Functions of Several Variables, by Robert C
BOOK REVIEWS 205 BULLETIN (New Series) OF THE AMERICAN MATHEMATICAL SOCIETY Volume 25, Number 1, July 1991 ©1991 American Mathematical Society 0273-0979/91 $1.00+ $.25 per page Introduction to holomorphic functions of several variables, by Robert C. Gunning. Wadsworth & Brooks/Cole, vol. 1, Function the ory, 202 pp. ISBN 0-534-13308-8; vol. 2, Local theory, 215 pp. ISBN 0-534-13309-6; vol. 3, Homological theory, 194 pp. ISBN 0-534-13310-X What is several complex variables? The answer depends on whom you ask. Some will speak of coherent analytic sheaves, commutative al gebra, and Cousin problems (see for instance [GRR1, GRR2]). Some will speak of Kàhler manifolds and uniformization—how many topologically trivial complex manifolds are there of strictly negative (bounded from zero) curvature (see [KOW])? (In one complex variable the important answer is one,) Some will speak of positive line bundles (see [GRA]). Some will speak of partial differential equations, subelliptic es timates, and noncoercive boundary value problems (see [FOK]). Some will speak of intersection theory, orders of contact of va rieties with real manifolds, and algebraic geometry (see [JPDA]). Some will speak of geometric function theory (see [KRA]). Some will speak of integral operators and harmonic analysis (see [STE1, STE2, KRA]). Some will speak of questions of hard analysis inspired by results in one complex variable (see [RUD1, RUD2]). As with any lively and diverse field, there are many points of view, and many different tools that may be used to obtain useful results. Several complex variables, perhaps more than most fields, seems to be a meeting ground for an especially rich array of tech niques.