The Convolution Method of Evaluating Sums of Multiplicative Functions
|
|
- Sherman Craig
- 5 years ago
- Views:
Transcription
1 The Convolution Method of Evaluating Sums of Multiplicative Functions Ernie Croot May 26, 2004 Introduction In this document we consider the problem of estimating q S ) ϕq), and S 2 ) ϕq). I know of several simple methods for estimating S ) to within an error of about O log A ) for some A > 0); however, to get the error all the way down to Olog ) ) requires some work, and in the next section, we will give such an estimate, namely S ) +Olog ) ). It may be possible to give some clever, ad hoc proof of an estimate this sharp, but the proof we present will use a general approach that I like to call the convolution method. It is possible to use much more sophisticated methods, such as what are called contour methods, but we will not concern ourselves with these in this course. Before we embark on our proof of our estimate for S ), we show how to use such an estimate to produce one for S 2 ). To do this, we will require the following simple theorem: Theorem Abel Summation Formula) Suppose that fn) is supported on the positive integers and that gt) is a function supported on the reals
2 having a first derivative for t. For each real number x, define F x) n x fn), and Gx) n x gn). Note here that F x) Gx) 0 for all x < because the sums are empty). We have the following identity fn)gn) gx)f x) g t)f t)dt. n x Proof. One way to prove this identity is to observe that the right-hand-side is linear in F t); so, it suffices to prove that both sides hold for when fn) is zero for all n x, except for a single value n x where fn). In this case, the left-hand-side will just equal gn); and, the right-hand-side will be gx) g t)f t)dt gx) g t)dt gx) gx) gn)) gn). n So, both sides match, and the theorem follows. Another way to prove the identity, and which is more general and easier to remember, is to use Riemann-Stiljes integration and integration-by-parts: We have that fn)gn) gt)df t) n x ɛ gt)f t) x ɛ gx)f x) ɛ g t)f t)dt g t)f t)dt. Now, using this theorem, we show how to recover S 2 ) from S ): If we let fn) n/ϕn) for n square-free and 0 if n is not square-free, and let gt) /t, then S 2 ) fq)gq) S ) + + o) + log + O). 2 S t) dt t 2 t + Olog t) t) dt t 2
3 2 The Convolution Trick, and Estimation of S ) Given a multiplicative function, one way of evaluating sums involving this function is to use the convolution method. Basically, we want to find two functions un) and vn) so that for q square-free, q/ϕq) u v)q). One such pair of functions is vn) and un) { /ϕn), if n square free; 0, otherwise. These functions are obviously multiplicative; and so, to check that q/ϕq) u v)q) for square-free q, it suffices to prove that it holds for q prime: For this case, we have q ϕq) + q d q which is just what we wanted. Now, then, expanding S ) gives S ) d ud)vn/d) u v)q), d q ϕd) 2. Treatment of the Inner Sum ϕd), d q µ 2 q). ) The inner sum in this expansion of S ) also will require an application of the convolution trick: We may write µ 2 q) e 2 q µe). 2) Let us now see that this formula holds: The right hand side is a convolution α )q), where αn) equals 0 if n is not a square, and equals µm) for n m 2. So, since convolutions of multiplicative functions is multiplicative, 3
4 to verify that the formula holds, it suffices to prove it for q equal to a prime power. It is easy to check that for, α )p a ) 0 for a 2, and equals for a 0,. So, the formula 2) holds. Thus, the inner sum in ) is µe) µe) d q e 2 q e 2 e 2 µe) [d, e 2 ] d q, e 2 q + O ), 3) where [d, e 2 ] is the lcm of d and e 2. The error term here comes from the fact that there are /[d, e 2 ] + O) integers that are divisible by d and by e 2. Now, extending this last sum to all e 2, we get that the last line of 3) is µe) [d, e 2 ] + O ). e 2 Here we got an additional error term besides the one in 3)) when we added the terms with e 2 >. This last sum can be expressed as an Euler product as follows: e 2 µe) [d, e 2 ] d d d µe) e 2 p e p d p d dζ2) e 2,e) p p ) ) p 2 ) p ) ) p 2 2 p + p), where ζ2) n n 2 p 2 ). 4
5 Resuming our estimation of S ), we find that S ) ζ2) d dϕd) Now, one can show that for a square-free d, dϕd) + p) + p) + Olog ) ). ) p2 O. d 2 Thus, we may extend the range of summation in our expression for S ) to all d, and produce only a small error: We have S ) ζ2) ζ2) ζ2) ζ2) d + p 2 p 2 + Olog ) ) ) + Olog ) ) + Olog ) ). + Olog ) ) 5
Chapter-2 Relations and Functions. Miscellaneous
1 Chapter-2 Relations and Functions Miscellaneous Question 1: The relation f is defined by The relation g is defined by Show that f is a function and g is not a function. The relation f is defined as It
More informationOn the Square-free Numbers in Shifted Primes Zerui Tan The High School Attached to The Hunan Normal University November 29, 204 Abstract For a fixed o
On the Square-free Numbers in Shifted Primes Zerui Tan The High School Attached to The Hunan Normal University, China Advisor : Yongxing Cheng November 29, 204 Page - 504 On the Square-free Numbers in
More informationPROBLEMS ON CONGRUENCES AND DIVISIBILITY
PROBLEMS ON CONGRUENCES AND DIVISIBILITY 1. Do there exist 1,000,000 consecutive integers each of which contains a repeated prime factor? 2. A positive integer n is powerful if for every prime p dividing
More information= 1 2 x (x 1) + 1 {x} (1 {x}). [t] dt = 1 x (x 1) + O (1), [t] dt = 1 2 x2 + O (x), (where the error is not now zero when x is an integer.
Problem Sheet,. i) Draw the graphs for [] and {}. ii) Show that for α R, α+ α [t] dt = α and α+ α {t} dt =. Hint Split these integrals at the integer which must lie in any interval of length, such as [α,
More informationPart II. Number Theory. Year
Part II Year 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2007 2006 2005 2017 Paper 3, Section I 1G 70 Explain what is meant by an Euler pseudoprime and a strong pseudoprime. Show that 65 is an Euler
More informationOn the order of unimodular matrices modulo integers
ACTA ARITHMETICA 0.2 (2003) On the order of unimodular matrices modulo integers by Pär Kurlberg (Gothenburg). Introduction. Given an integer b and a prime p such that p b, let ord p (b) be the multiplicative
More informationSmol Results on the Möbius Function
Karen Ge August 3, 207 Introduction We will address how Möbius function relates to other arithmetic functions, multiplicative number theory, the primitive complex roots of unity, and the Riemann zeta function.
More informationIntroduction to Analytic Number Theory Math 531 Lecture Notes, Fall 2005
Introduction to Analytic Number Theory Math 53 Lecture Notes, Fall 2005 A.J. Hildebrand Department of Mathematics University of Illinois http://www.math.uiuc.edu/~hildebr/ant Version 2005.2.06 2 Contents
More informationMath 141: Lecture 19
Math 141: Lecture 19 Convergence of infinite series Bob Hough November 16, 2016 Bob Hough Math 141: Lecture 19 November 16, 2016 1 / 44 Series of positive terms Recall that, given a sequence {a n } n=1,
More informationON THE ORDER OF UNIMODULAR MATRICES MODULO INTEGERS PRELIMINARY VERSION
ON THE ORDER OF UNIMODULAR MATRICES MODULO INTEGERS PRELIMINARY VERSION. Introduction Given an integer b and a prime p such that p b, let ord p (b) be the multiplicative order of b modulo p. In other words,
More information18.785: Analytic Number Theory, MIT, spring 2006 (K.S. Kedlaya) Dirichlet series and arithmetic functions
18.785: Analytic Number Theory, MIT, spring 2006 (K.S. Kedlaya) Dirichlet series and arithmetic functions 1 Dirichlet series The Riemann zeta function ζ is a special example of a type of series we will
More informationAny real-valued function on the integers f:n R (or complex-valued function f:n C) is called an arithmetic function.
Arithmetic Functions Any real-valued function on the integers f:n R (or complex-valued function f:n C) is called an arithmetic function. Examples: τ(n) = number of divisors of n; ϕ(n) = number of invertible
More informationTheory of Numbers Problems
Theory of Numbers Problems Antonios-Alexandros Robotis Robotis October 2018 1 First Set 1. Find values of x and y so that 71x 50y = 1. 2. Prove that if n is odd, then n 2 1 is divisible by 8. 3. Define
More informationThe Prime Number Theorem
The Prime Number Theorem We study the distribution of primes via the function π(x) = the number of primes x 6 5 4 3 2 2 3 4 5 6 7 8 9 0 2 3 4 5 2 It s easier to draw this way: π(x) = the number of primes
More informationMath 229: Introduction to Analytic Number Theory Čebyšev (and von Mangoldt and Stirling)
ath 9: Introduction to Analytic Number Theory Čebyšev (and von angoldt and Stirling) Before investigating ζ(s) and L(s, χ) as functions of a complex variable, we give another elementary approach to estimating
More informationBernoulli Polynomials
Chapter 4 Bernoulli Polynomials 4. Bernoulli Numbers The generating function for the Bernoulli numbers is x e x = n= B n n! xn. (4.) That is, we are to expand the left-hand side of this equation in powers
More informationa = mq + r where 0 r m 1.
8. Euler ϕ-function We have already seen that Z m, the set of equivalence classes of the integers modulo m, is naturally a ring. Now we will start to derive some interesting consequences in number theory.
More informationSection 11.1 Sequences
Math 152 c Lynch 1 of 8 Section 11.1 Sequences A sequence is a list of numbers written in a definite order: a 1, a 2, a 3,..., a n,... Notation. The sequence {a 1, a 2, a 3,...} can also be written {a
More informationPRIME NUMBER THEOREM
PRIME NUMBER THEOREM RYAN LIU Abstract. Prime numbers have always been seen as the building blocks of all integers, but their behavior and distribution are often puzzling. The prime number theorem gives
More informationHomework #2 solutions Due: June 15, 2012
All of the following exercises are based on the material in the handout on integers found on the class website. 1. Find d = gcd(475, 385) and express it as a linear combination of 475 and 385. That is
More informationAnalysis Comprehensive Exam, January 2011 Instructions: Do as many problems as you can. You should attempt to answer completely some questions in both
Analysis Comprehensive Exam, January 2011 Instructions: Do as many problems as you can. You should attempt to answer completely some questions in both real and complex analysis. You have 3 hours. Real
More informationI(n) = ( ) f g(n) = d n
9 Arithmetic functions Definition 91 A function f : N C is called an arithmetic function Some examles of arithmetic functions include: 1 the identity function In { 1 if n 1, 0 if n > 1; 2 the constant
More informationReciprocals of the Gcd-Sum Functions
2 3 47 6 23 Journal of Integer Sequences, Vol. 4 20, Article.8.3 Reciprocals of the Gcd-Sum Functions Shiqin Chen Experimental Center Linyi University Linyi, 276000, Shandong China shiqinchen200@63.com
More informationLAURENT SERIES AND SINGULARITIES
LAURENT SERIES AND SINGULARITIES Introduction So far we have studied analytic functions Locally, such functions are represented by power series Globally, the bounded ones are constant, the ones that get
More informationChapter 1. Introduction to prime number theory. 1.1 The Prime Number Theorem
Chapter 1 Introduction to prime number theory 1.1 The Prime Number Theorem In the first part of this course, we focus on the theory of prime numbers. We use the following notation: we write f( g( as if
More informationConvergence of sequences and series
Convergence of sequences and series A sequence f is a map from N the positive integers to a set. We often write the map outputs as f n rather than f(n). Often we just list the outputs in order and leave
More informationFourier Series. 1. Review of Linear Algebra
Fourier Series In this section we give a short introduction to Fourier Analysis. If you are interested in Fourier analysis and would like to know more detail, I highly recommend the following book: Fourier
More informationINDUCTION AND RECURSION. Lecture 7 - Ch. 4
INDUCTION AND RECURSION Lecture 7 - Ch. 4 4. Introduction Any mathematical statements assert that a property is true for all positive integers Examples: for every positive integer n: n!
More informationSome Fun with Divergent Series
Some Fun with Divergent Series 1. Preliminary Results We begin by examining the (divergent) infinite series S 1 = 1 + 2 + 3 + 4 + 5 + 6 + = k=1 k S 2 = 1 2 + 2 2 + 3 2 + 4 2 + 5 2 + 6 2 + = k=1 k 2 (i)
More information(1) Consider the space S consisting of all continuous real-valued functions on the closed interval [0, 1]. For f, g S, define
Homework, Real Analysis I, Fall, 2010. (1) Consider the space S consisting of all continuous real-valued functions on the closed interval [0, 1]. For f, g S, define ρ(f, g) = 1 0 f(x) g(x) dx. Show that
More informationZ-Transform. The Z-transform is the Discrete-Time counterpart of the Laplace Transform. Laplace : G(s) = g(t)e st dt. Z : G(z) =
Z-Transform The Z-transform is the Discrete-Time counterpart of the Laplace Transform. Laplace : G(s) = Z : G(z) = It is Used in Digital Signal Processing n= g(t)e st dt g[n]z n Used to Define Frequency
More informationNumber Theory. Everything else. Misha Lavrov. ARML Practice 10/06/2013
Number Theory Everything else Misha Lavrov ARML Practice 10/06/2013 Solving integer equations using divisors PUMaC, 2009. How many positive integer pairs (a, b) satisfy a 2 + b 2 = ab(a + b)? Solving integer
More informationThe Average Order of the Dirichlet Series of the gcd-sum Function
1 3 47 6 3 11 Journal of Integer Sequences, Vol. 10 (007), Article 07.4. The Average Order of the Dirichlet Series of the gcd-sum Function Kevin A. Broughan University of Waikato Hamilton, New Zealand
More information6.2 Fubini s Theorem. (µ ν)(c) = f C (x) dµ(x). (6.2) Proof. Note that (X Y, A B, µ ν) must be σ-finite as well, so that.
6.2 Fubini s Theorem Theorem 6.2.1. (Fubini s theorem - first form) Let (, A, µ) and (, B, ν) be complete σ-finite measure spaces. Let C = A B. Then for each µ ν- measurable set C C the section x C is
More informationSome Arithmetic Functions Involving Exponential Divisors
2 3 47 6 23 Journal of Integer Sequences, Vol. 3 200, Article 0.3.7 Some Arithmetic Functions Involving Exponential Divisors Xiaodong Cao Department of Mathematics and Physics Beijing Institute of Petro-Chemical
More informationAnalytic Number Theory
Analytic Number Theory 2 Analytic Number Theory Travis Dirle December 4, 2016 2 Contents 1 Summation Techniques 1 1.1 Abel Summation......................... 1 1.2 Euler-Maclaurin Summation...................
More informationMath 229: Introduction to Analytic Number Theory The product formula for ξ(s) and ζ(s); vertical distribution of zeros
Math 9: Introduction to Analytic Number Theory The product formula for ξs) and ζs); vertical distribution of zeros Behavior on vertical lines. We next show that s s)ξs) is an entire function of order ;
More informationHarmonic sets and the harmonic prime number theorem
Harmonic sets and the harmonic prime number theorem Version: 9th September 2004 Kevin A. Broughan and Rory J. Casey University of Waikato, Hamilton, New Zealand E-mail: kab@waikato.ac.nz We restrict primes
More information1 Structure of Finite Fields
T-79.5501 Cryptology Additional material September 27, 2005 1 Structure of Finite Fields This section contains complementary material to Section 5.2.3 of the text-book. It is not entirely self-contained
More informationMath 314 Course Notes: Brief description
Brief description These are notes for Math 34, an introductory course in elementary number theory Students are advised to go through all sections in detail and attempt all problems These notes will be
More informationMath 259: Introduction to Analytic Number Theory The Selberg (quadratic) sieve and some applications
Math 259: Introduction to Analytic Number Theory The Selberg (quadratic) sieve and some applications An elementary and indeed naïve approach to the distribution of primes is the following argument: an
More informationNumber Theory. Zachary Friggstad. Programming Club Meeting
Number Theory Zachary Friggstad Programming Club Meeting Outline Factoring Sieve Multiplicative Functions Greatest Common Divisors Applications Chinese Remainder Theorem Throughout, problems to try are
More informationA Few Examples of Limit Proofs
A Few Examples of Limit Proofs x (7x 4) = 10 SCRATCH WORK First, we need to find a way of relating x < δ and (7x 4) 10 < ɛ. We will use algebraic manipulation to get this relationship. Remember that the
More informationMTH598A Report The Vinogradov Theorem
MTH598A Report The Vinogradov Theorem Anurag Sahay 11141/11917141 under the supervision of Dr. Somnath Jha Dept. of Mathematics and Statistics 4th November, 2015 Abstract The Goldbach conjecture is one
More informationLECTURE 4: CHINESE REMAINDER THEOREM AND MULTIPLICATIVE FUNCTIONS
LECTURE 4: CHINESE REMAINDER THEOREM AND MULTIPLICATIVE FUNCTIONS 1. The Chinese Remainder Theorem We now seek to analyse the solubility of congruences by reinterpreting their solutions modulo a composite
More informationNotes for Expansions/Series and Differential Equations
Notes for Expansions/Series and Differential Equations In the last discussion, we considered perturbation methods for constructing solutions/roots of algebraic equations. Three types of problems were illustrated
More informationLecture 1: Small Prime Gaps: From the Riemann Zeta-Function and Pair Correlation to the Circle Method. Daniel Goldston
Lecture 1: Small Prime Gaps: From the Riemann Zeta-Function and Pair Correlation to the Circle Method Daniel Goldston π(x): The number of primes x. The prime number theorem: π(x) x log x, as x. The average
More informationQ 2.0.2: If it s 5:30pm now, what time will it be in 4753 hours? Q 2.0.3: Today is Wednesday. What day of the week will it be in one year from today?
2 Mod math Modular arithmetic is the math you do when you talk about time on a clock. For example, if it s 9 o clock right now, then it ll be 1 o clock in 4 hours. Clearly, 9 + 4 1 in general. But on a
More informationA Concise Course in Number Theory Alan Baker, Cambridge University Press, 1983
A Concise Course in Number Theory Alan Baker, Cambridge University Press, 1983 Chapter 1: Divisibility Prime number: a positive integer that cannot be factored into strictly smaller factors. For example,,
More informationTOPICS IN NUMBER THEORY - EXERCISE SHEET I. École Polytechnique Fédérale de Lausanne
TOPICS IN NUMBER THEORY - EXERCISE SHEET I École Polytechnique Fédérale de Lausanne Exercise Non-vanishing of Dirichlet L-functions on the line Rs) = ) Let q and let χ be a Dirichlet character modulo q.
More informationTHE GAMMA FUNCTION AND THE ZETA FUNCTION
THE GAMMA FUNCTION AND THE ZETA FUNCTION PAUL DUNCAN Abstract. The Gamma Function and the Riemann Zeta Function are two special functions that are critical to the study of many different fields of mathematics.
More informationPrimes in arithmetic progressions
(September 26, 205) Primes in arithmetic progressions Paul Garrett garrett@math.umn.edu http://www.math.umn.edu/ garrett/ [This document is http://www.math.umn.edu/ garrett/m/mfms/notes 205-6/06 Dirichlet.pdf].
More informationINTRODUCTORY LECTURES COURSE NOTES, One method, which in practice is quite effective is due to Abel. We start by taking S(x) = a n
INTRODUCTORY LECTURES COURSE NOTES, 205 STEVE LESTER AND ZEÉV RUDNICK. Partial summation Often we will evaluate sums of the form a n fn) a n C f : Z C. One method, which in ractice is quite effective is
More informationMath 259: Introduction to Analytic Number Theory Primes in arithmetic progressions: Dirichlet characters and L-functions
Math 259: Introduction to Analytic Number Theory Primes in arithmetic progressions: Dirichlet characters and L-functions Dirichlet extended Euler s analysis from π(x) to π(x, a mod q) := #{p x : p is a
More informationResearch Problems in Arithmetic Combinatorics
Research Problems in Arithmetic Combinatorics Ernie Croot July 13, 2006 1. (related to a quesiton of J. Bourgain) Classify all polynomials f(x, y) Z[x, y] which have the following property: There exists
More informationA Smorgasbord of Applications of Fourier Analysis to Number Theory
A Smorgasbord of Applications of Fourier Analysis to Number Theory by Daniel Baczkowski Uniform Distribution modulo Definition. Let {x} denote the fractional part of a real number x. A sequence (u n R
More informationOn the number of cyclic subgroups of a finite Abelian group
Bull. Math. Soc. Sci. Math. Roumanie Tome 55103) No. 4, 2012, 423 428 On the number of cyclic subgroups of a finite Abelian group by László Tóth Abstract We prove by using simple number-theoretic arguments
More informationζ (s) = s 1 s {u} [u] ζ (s) = s 0 u 1+sdu, {u} Note how the integral runs from 0 and not 1.
Problem Sheet 3. From Theorem 3. we have ζ (s) = + s s {u} u+sdu, (45) valid for Res > 0. i) Deduce that for Res >. [u] ζ (s) = s u +sdu ote the integral contains [u] in place of {u}. ii) Deduce that for
More informationCombinatorial Optimization
Combinatorial Optimization Problem set 8: solutions 1. Fix constants a R and b > 1. For n N, let f(n) = n a and g(n) = b n. Prove that f(n) = o ( g(n) ). Solution. First we observe that g(n) 0 for all
More informationOn Partition Functions and Divisor Sums
1 2 3 47 6 23 11 Journal of Integer Sequences, Vol. 5 (2002), Article 02.1.4 On Partition Functions and Divisor Sums Neville Robbins Mathematics Department San Francisco State University San Francisco,
More information1.1 Appearance of Fourier series
Chapter Fourier series. Appearance of Fourier series The birth of Fourier series can be traced back to the solutions of wave equation in the work of Bernoulli and the heat equation in the work of Fourier.
More informationMathematics 324 Riemann Zeta Function August 5, 2005
Mathematics 324 Riemann Zeta Function August 5, 25 In this note we give an introduction to the Riemann zeta function, which connects the ideas of real analysis with the arithmetic of the integers. Define
More informationContribution of Problems
Exam topics 1. Basic structures: sets, lists, functions (a) Sets { }: write all elements, or define by condition (b) Set operations: A B, A B, A\B, A c (c) Lists ( ): Cartesian product A B (d) Functions
More informationNORMAL NUMBERS AND UNIFORM DISTRIBUTION (WEEKS 1-3) OPEN PROBLEMS IN NUMBER THEORY SPRING 2018, TEL AVIV UNIVERSITY
ORMAL UMBERS AD UIFORM DISTRIBUTIO WEEKS -3 OPE PROBLEMS I UMBER THEORY SPRIG 28, TEL AVIV UIVERSITY Contents.. ormal numbers.2. Un-natural examples 2.3. ormality and uniform distribution 2.4. Weyl s criterion
More informationEuler s ϕ function. Carl Pomerance Dartmouth College
Euler s ϕ function Carl Pomerance Dartmouth College Euler s ϕ function: ϕ(n) is the number of integers m [1, n] with m coprime to n. Or, it is the order of the unit group of the ring Z/nZ. Euler: If a
More informationNumbers and their divisors
Chapter 1 Numbers and their divisors 1.1 Some number theoretic functions Theorem 1.1 (Fundamental Theorem of Arithmetic). Every positive integer > 1 is uniquely the product of distinct prime powers: n
More informationWeek 6-8: The Inclusion-Exclusion Principle
Week 6-8: The Inclusion-Exclusion Principle March 24, 2017 1 The Inclusion-Exclusion Principle Let S be a finite set. Given subsets A, B, C of S, we have A B A + B A B, A B C A + B + C A B A C B C + A
More information1 The Well Ordering Principle, Induction, and Equivalence Relations
1 The Well Ordering Principle, Induction, and Equivalence Relations The set of natural numbers is the set N = f1; 2; 3; : : :g. (Some authors also include the number 0 in the natural numbers, but number
More informationDIRICHLET S THEOREM ON PRIMES IN ARITHMETIC PROGRESSIONS. 1. Introduction
DIRICHLET S THEOREM ON PRIMES IN ARITHMETIC PROGRESSIONS INNA ZAKHAREVICH. Introduction It is a well-known fact that there are infinitely many rimes. However, it is less clear how the rimes are distributed
More informationarxiv: v1 [math.nt] 26 Apr 2016
Ramanuan-Fourier series of certain arithmetic functions of two variables Noboru Ushiroya arxiv:604.07542v [math.nt] 26 Apr 206 Abstract. We study Ramanuan-Fourier series of certain arithmetic functions
More informationFourier series
11.1-11.2. Fourier series Yurii Lyubarskii, NTNU September 5, 2016 Periodic functions Function f defined on the whole real axis has period p if Properties f (t) = f (t + p) for all t R If f and g have
More informationSummary of Fourier Transform Properties
Summary of Fourier ransform Properties Frank R. Kschischang he Edward S. Rogers Sr. Department of Electrical and Computer Engineering University of oronto January 7, 207 Definition and Some echnicalities
More information3.4. ZEROS OF POLYNOMIAL FUNCTIONS
3.4. ZEROS OF POLYNOMIAL FUNCTIONS What You Should Learn Use the Fundamental Theorem of Algebra to determine the number of zeros of polynomial functions. Find rational zeros of polynomial functions. Find
More informationMAS114: Exercises. October 26, 2018
MAS114: Exercises October 26, 2018 Note that the challenge problems are intended to be difficult! Doing any of them is an achievement. Please hand them in on a separate piece of paper if you attempt them.
More informationRandom Graphs. EECS 126 (UC Berkeley) Spring 2019
Random Graphs EECS 126 (UC Bereley) Spring 2019 1 Introduction In this note, we will briefly introduce the subject of random graphs, also nown as Erdös-Rényi random graphs. Given a positive integer n and
More informationSome properties and applications of a new arithmetic function in analytic number theory
NNTDM 17 (2011), 3, 38-48 Some properties applications of a new arithmetic function in analytic number theory Ramesh Kumar Muthumalai Department of Mathematics, D.G. Vaishnav College Chennai-600 106, Tamil
More informationSIGNALS AND SYSTEMS. Unit IV. Analysis of DT signals
SIGNALS AND SYSTEMS Unit IV Analysis of DT signals Contents: 4.1 Discrete Time Fourier Transform 4.2 Discrete Fourier Transform 4.3 Z Transform 4.4 Properties of Z Transform 4.5 Relationship between Z
More informationMath 103A Fall 2012 Exam 2 Solutions
Math 103A Fall 2012 Exam 2 Solutions November 14, 2012 NAME: Solutions Problem 1 /10 Problem 2 /10 Problem 3 /10 Problem 4 /10 Total /40 1 Problem 1 (10 points) Consider the element α = (541)(3742)(1265)
More informationA PROOF OF ROTH S THEOREM ON ARITHMETIC PROGRESSIONS
A PROOF OF ROTH S THEOREM ON ARITHMETIC PROGRESSIONS ERNIE CROOT AND OLOF SISASK Abstract. We present a proof of Roth s theorem that follows a slightly different structure to the usual proofs, in that
More informationMöbius Inversion Formula and Applications to Cyclotomic Polynomials
Degree Project Möbius Inversion Formula and Applications to Cyclotomic Polynomials 2012-06-01 Author: Zeynep Islek Subject: Mathematics Level: Bachelor Course code: 2MA11E Abstract This report investigates
More informationALGEBRA+NUMBER THEORY +COMBINATORICS
ALGEBRA+NUMBER THEORY +COMBINATORICS COMP 321 McGill University These slides are mainly compiled from the following resources. - Professor Jaehyun Park slides CS 97SI - Top-coder tutorials. - Programming
More informationInduction. Induction. Induction. Induction. Induction. Induction 2/22/2018
The principle of mathematical induction is a useful tool for proving that a certain predicate is true for all natural numbers. It cannot be used to discover theorems, but only to prove them. If we have
More informationAdvanced Number Theory Note #6: Reformulation of the prime number theorem using the Möbius function 7 August 2012 at 00:43
Advanced Number Theory Note #6: Reformulation of the prime number theorem using the Möbius function 7 August 2012 at 00:43 Public One of the more intricate and tricky proofs concerning reformulations of
More informationELEMENTARY PROOF OF DIRICHLET THEOREM
ELEMENTARY PROOF OF DIRICHLET THEOREM ZIJIAN WANG Abstract. In this expository paper, we present the Dirichlet Theorem on primes in arithmetic progressions along with an elementary proof. We first show
More informationDifferential Equations. Lectures INF2320 p. 1/64
Differential Equations Lectures INF2320 p. 1/64 Lectures INF2320 p. 2/64 Differential equations A differential equations is: an equations that relate a function to its derivatives in such a way that the
More informationDiscrete Green s theorem, series convergence acceleration, and surprising identities.
Discrete Green s theorem, series convergence acceleration, and surprising identities. Margo Kondratieva Memorial University of Newfoundland A function which is a derivative of a known function can be integrated
More informationA NEW PROOF OF ROTH S THEOREM ON ARITHMETIC PROGRESSIONS
A NEW PROOF OF ROTH S THEOREM ON ARITHMETIC PROGRESSIONS ERNIE CROOT AND OLOF SISASK Abstract. We present a proof of Roth s theorem that follows a slightly different structure to the usual proofs, in that
More informationAnalysis Comprehensive Exam Questions Fall F(x) = 1 x. f(t)dt. t 1 2. tf 2 (t)dt. and g(t, x) = 2 t. 2 t
Analysis Comprehensive Exam Questions Fall 2. Let f L 2 (, ) be given. (a) Prove that ( x 2 f(t) dt) 2 x x t f(t) 2 dt. (b) Given part (a), prove that F L 2 (, ) 2 f L 2 (, ), where F(x) = x (a) Using
More informationPRACTICE PROBLEMS: SET 1
PRACTICE PROBLEMS: SET MATH 437/537: PROF. DRAGOS GHIOCA. Problems Problem. Let a, b N. Show that if gcd(a, b) = lcm[a, b], then a = b. Problem. Let n, k N with n. Prove that (n ) (n k ) if and only if
More information(Not only on the Paramodular Conjecture)
Experiments on Siegel modular forms of genus 2 (Not only on the Paramodular Conjecture) Modular Forms and Curves of Low Genus: Computational Aspects ICERM October 1st, 2015 Experiments with L-functions
More informationFINITE FOURIER ANALYSIS. 1. The group Z N
FIITE FOURIER AALYSIS EIL LYALL 1. The group Z Let be a positive integer. A complex number z is an th root of unity if z = 1. It is then easy to verify that the set of th roots of unity is precisely {
More informationOptimal compression of approximate Euclidean distances
Optimal compression of approximate Euclidean distances Noga Alon 1 Bo az Klartag 2 Abstract Let X be a set of n points of norm at most 1 in the Euclidean space R k, and suppose ε > 0. An ε-distance sketch
More informationCHAPTER 1 REAL NUMBERS KEY POINTS
CHAPTER 1 REAL NUMBERS 1. Euclid s division lemma : KEY POINTS For given positive integers a and b there exist unique whole numbers q and r satisfying the relation a = bq + r, 0 r < b. 2. Euclid s division
More informationExam 2, Solution 4. Jordan Paschke
Exam 2, Solution 4 Jordan Paschke Problem 4. Suppose that y 1 (t) = t and y 2 (t) = t 3 are solutions to the equation 3t 3 y t 2 y 6ty + 6y = 0, t > 0. ( ) Find the general solution of the above equation.
More information1 Euler s idea: revisiting the infinitude of primes
8.785: Analytic Number Theory, MIT, spring 27 (K.S. Kedlaya) The prime number theorem Most of my handouts will come with exercises attached; see the web site for the due dates. (For example, these are
More informationThe primitive root theorem
The primitive root theorem Mar Steinberger First recall that if R is a ring, then a R is a unit if there exists b R with ab = ba = 1. The collection of all units in R is denoted R and forms a group under
More informationSynopsis of Complex Analysis. Ryan D. Reece
Synopsis of Complex Analysis Ryan D. Reece December 7, 2006 Chapter Complex Numbers. The Parts of a Complex Number A complex number, z, is an ordered pair of real numbers similar to the points in the real
More informationON A PROBLEM OF ARNOLD: THE AVERAGE MULTIPLICATIVE ORDER OF A GIVEN INTEGER
ON A PROBLEM OF ARNOLD: THE AVERAGE MULTIPLICATIVE ORDER OF A GIVEN INTEGER Abstract. For g, n coprime integers, let l g n denote the multiplicative order of g modulo n. Motivated by a conjecture of Arnold,
More information6 The Fourier transform
6 The Fourier transform In this presentation we assume that the reader is already familiar with the Fourier transform. This means that we will not make a complete overview of its properties and applications.
More informationLINEAR EQUATIONS OF HIGHER ORDER. EXAMPLES. General framework
Differential Equations Grinshpan LINEAR EQUATIONS OF HIGHER ORDER. EXAMPLES. We consider linear ODE of order n: General framework (1) x (n) (t) + P n 1 (t)x (n 1) (t) + + P 1 (t)x (t) + P 0 (t)x(t) = 0
More information