Lecture 21 and 22: The Prime Number Theorem



Similar documents
PRIME NUMBERS AND THE RIEMANN HYPOTHESIS

As we have seen, there is a close connection between Legendre symbols of the form

Two classic theorems from number theory: The Prime Number Theorem and Dirichlet s Theorem

6. Define log(z) so that π < I log(z) π. Discuss the identities e log(z) = z and log(e w ) = w.

Large Sample Theory. Consider a sequence of random variables Z 1, Z 2,..., Z n. Convergence in probability: Z n

Doug Ravenel. October 15, 2008

TRANSCENDENTAL NUMBERS

Notes on metric spaces

About the Gamma Function

More Properties of Limits: Order of Operations

5.3 Improper Integrals Involving Rational and Exponential Functions

MATH 52: MATLAB HOMEWORK 2

Number Theory Naoki Sato

THE SINE PRODUCT FORMULA AND THE GAMMA FUNCTION

Prime numbers and prime polynomials. Paul Pollack Dartmouth College

A general formula for the method of steepest descent using Perron s formula

Calculus with Parametric Curves

sin(x) < x sin(x) x < tan(x) sin(x) x cos(x) 1 < sin(x) sin(x) 1 < 1 cos(x) 1 cos(x) = 1 cos2 (x) 1 + cos(x) = sin2 (x) 1 < x 2

Lecture 8: More Continuous Random Variables

RAJALAKSHMI ENGINEERING COLLEGE MA 2161 UNIT I - ORDINARY DIFFERENTIAL EQUATIONS PART A

FREQUENCIES OF SUCCESSIVE PAIRS OF PRIME RESIDUES

Metric Spaces. Chapter Metrics

Lecture 17: Conformal Invariance

Algebraic and Transcendental Numbers

BANACH AND HILBERT SPACE REVIEW

x a x 2 (1 + x 2 ) n.

An explicit inversion formula for the exponetial Radon transform using data from 180

Conductance, the Normalized Laplacian, and Cheeger s Inequality

The Cubic Formula. The quadratic formula tells us the roots of a quadratic polynomial, a polynomial of the form ax 2 + bx + c. The roots (if b 2 b+

Mark Howell Gonzaga High School, Washington, D.C.

TOPIC 4: DERIVATIVES

The positive integers other than 1 may be divided into two classes, prime numbers (such as 2, 3, 5, 7) which do not admit of resolution into smaller

t := maxγ ν subject to ν {0,1,2,...} and f(x c +γ ν d) f(x c )+cγ ν f (x c ;d).

3 Contour integrals and Cauchy s Theorem

Polarization codes and the rate of polarization

Nonlinear Algebraic Equations. Lectures INF2320 p. 1/88

Stochastic Derivation of an Integral Equation for Probability Generating Functions

Math 319 Problem Set #3 Solution 21 February 2002

SOLUTIONS TO EXERCISES FOR. MATHEMATICS 205A Part 3. Spaces with special properties

An exact formula for default swaptions pricing in the SSRJD stochastic intensity model

Lectures 5-6: Taylor Series

Undergraduate Notes in Mathematics. Arkansas Tech University Department of Mathematics

arxiv:math/ v2 [math.co] 5 Jul 2006

Four Derivations of the Black-Scholes Formula by Fabrice Douglas Rouah

Maximum Likelihood Estimation

Stanford Math Circle: Sunday, May 9, 2010 Square-Triangular Numbers, Pell s Equation, and Continued Fractions

Estimating the Degree of Activity of jumps in High Frequency Financial Data. joint with Yacine Aït-Sahalia

ON NONNEGATIVE SOLUTIONS OF NONLINEAR TWO-POINT BOUNDARY VALUE PROBLEMS FOR TWO-DIMENSIONAL DIFFERENTIAL SYSTEMS WITH ADVANCED ARGUMENTS

CHAPTER IV - BROWNIAN MOTION

MATH 425, PRACTICE FINAL EXAM SOLUTIONS.

Practice with Proofs

6.042/18.062J Mathematics for Computer Science December 12, 2006 Tom Leighton and Ronitt Rubinfeld. Random Walks

Parabolic Equations. Chapter 5. Contents Well-Posed Initial-Boundary Value Problem Time Irreversibility of the Heat Equation

University of Maryland Fraternity & Sorority Life Spring 2015 Academic Report

Efficiency and the Cramér-Rao Inequality

Continued Fractions. Darren C. Collins

THE LEAST COMMON MULTIPLE OF A QUADRATIC SEQUENCE

Math 115 Spring 2011 Written Homework 5 Solutions

ENERGY IDENTITY FOR THE MAPS FROM A SURFACE WITH TENSION FIELD BOUNDED IN L p

An Introduction to Partial Differential Equations in the Undergraduate Curriculum

Math 21a Curl and Divergence Spring, Define the operator (pronounced del ) by. = i

4. Complex integration: Cauchy integral theorem and Cauchy integral formulas. Definite integral of a complex-valued function of a real variable

Homework 2 Solutions

Metric Spaces. Lecture Notes and Exercises, Fall M.van den Berg

Pacific Journal of Mathematics

arxiv:math/ v1 [math.ds] 11 Jan 2005

General Theory of Differential Equations Sections 2.8, , 4.1

THE NUMBER OF GRAPHS AND A RANDOM GRAPH WITH A GIVEN DEGREE SEQUENCE. Alexander Barvinok

Method of Green s Functions

Answer Key for the Review Packet for Exam #3

Note on some explicit formulae for twin prime counting function

U = x x x 1 4. What are the equilibrium relative prices of the three goods? traders has members who are best off?

Mark Howell Gonzaga High School, Washington, D.C.

AP Calculus BC 2008 Scoring Guidelines

0.1 Phase Estimation Technique

MA4001 Engineering Mathematics 1 Lecture 10 Limits and Continuity

EXERCISES PDE v(x)

A Modified Measure of Covert Network Performance

Math 2443, Section 16.3

1 Gambler s Ruin Problem

Mathematical Methods of Engineering Analysis

MULTIPLE RECURRENCE AND CONVERGENCE FOR SEQUENCES RELATED TO THE PRIME NUMBERS


0 0 such that f x L whenever x a

Inequalities of Analysis. Andrejs Treibergs. Fall 2014

EXISTENCE AND NON-EXISTENCE RESULTS FOR A NONLINEAR HEAT EQUATION

Understanding Poles and Zeros

Is a Brownian motion skew?

v w is orthogonal to both v and w. the three vectors v, w and v w form a right-handed set of vectors.

No: Bilkent University. Monotonic Extension. Farhad Husseinov. Discussion Papers. Department of Economics

Moreover, under the risk neutral measure, it must be the case that (5) r t = µ t.

On continued fractions of the square root of prime numbers

HOMEWORK 5 SOLUTIONS. n!f n (1) lim. ln x n! + xn x. 1 = G n 1 (x). (2) k + 1 n. (n 1)!

Numerical methods for American options

RANDOM INTERVAL HOMEOMORPHISMS. MICHA L MISIUREWICZ Indiana University Purdue University Indianapolis

the multiplicative products between the distribution (P ± i0) λ and the operators L r {δ} and K r {δ}

THE PRIME NUMBER THEOREM AND THE RIEMANN HYPOTHESIS. A marriage of calculus and arithmetic. BERNARD RUSSO University of California, Irvine

Lecture notes on Ordinary Differential Equations. Plan of lectures

Current Density Impedance Imaging with Complete Electrode Model

THE HELICOIDAL SURFACES AS BONNET SURFACES

Transcription:

Lecture and : The Prime Number Theorem (New lecture, not in Tet) The location of rime numbers is a central question in number theory. Around 88, Legendre offered eerimental evidence that the number π() of rimes < behaves like / log for large. Tchebychev roved (848) the artial result that the ratio of π() to / log for large lies between 7/8 and 9/8. In 896 Hadamard and de la Valle Poussin indeendently roved the Prime Number Theorem that the limit of this ratio is eactly. Many distinguished mathematicians (articularly Norbert Wiener) have contributed to a simlification of the roof and now (by an imortant device by D.J. Newman and an eosition by D. Zagier) a very short and easy roof is available. These lectures follows Zagier s account of Newman s short roof on the rime number theorem. cf: () D.J.Newman, Simle Analytic Proof of the Prime Number Theorem, Amer. Math. Monthly 87 (98), 693-697. () D.Zagier, Newman s short roof of the Prime Number Theorem. Amer. Math. Monthly 4 (997), 75-78. The rime number theorem states that the number π() of rimes which are less than is asymtotically like : log π() / log as. Through Euler s roduct formula (I) below (tet.3) and esecially through Riemann s work, π() is intimately connected to the Riemann zeta function ζ(s) =, n s n= which by the convergence of the series in Res > is holomorhic there.

I The rime number theorem is aroached by use of the functions Φ(s) = rime log, V() = log. = ( s ) for Res >. s rime Simle roerties of Φ will be used to show ζ(s) = and Φ( s) holomorhic s for Res. Deeer roerties result from writing Φ(s) as an integral on which Cauchy s theorem for contour integration can be used. This will result in the relation V() from which the rime number theorem follows easily. ζ(s) Proof: see tet.3. II ζ(s) etends to a holomorhic function in Res >. s Proof: In fact for Res >, But ζ(s) s = n= n d s s n+ = d n s s n= n n = s dy s s ma s s y s+ n y y s+ n n n n n n = ( + ) n = = e V(n) V(n), k n Res+, so the sum above converges uniformly in each half-lane Res δ (δ > ). III V() = O() (Sharer form roved later). Proof: Since the in the interval n < n divides (n)! but not n! we have k= n< n Thus V(n) V(n) n log. ()

If is arbitrary, select n with n < n +, then V() V(n + ) V(n + ) + (n + ) log (by ()) = V + + ( + ) log = V + log + + ( + ) log. Thus if C > log, V() V C for = (C). () Consider the oints Use () for the oints right of, V V C,. V V C. r r+ r Summing, we get V() V( ) V() V r+ C + + C, r so V() C() + O(). IV ζ(s) = and Φ( s) is holomorhic for Res. s 3

Proof: If Res >, art I shows that ζ(s) = and ζ (s) log log = = Φ(s) + ζ(s) s s ( s ). (3) The last sum converges for Res >, so by II, Φ(s) etends meromorhically to Res > with oles only at s = and at the zeros of ζ(s). Note that ζ(s) = = ζ( s) =. Let α R. If s = + iα is a zero of ζ(s) of order µ, then So ζ (s) µ ζ(s) = s s + function holomorhic near s. We eloit the ositivity of each term in for >. It imlies so lim Φ( + + iα) = µ. log Φ( + ) = + log iα iα + +, + Φ( + + iα) + Φ( + iα) + Φ( + ). (4) By II, s = is a simle ole of ζ(s) with residue +, so lim Φ( + ) =. Thus (4) imlies so µ +, µ. This is not good enough, so we try log + iα 4 + iα. + 4

Putting V lim Φ( + ± iα) = ν, where ν is the order of ± iα as a zero of ζ(s), the same comutation gives 6 8µ ν, which imlies µ = since µ, ν. Now II and (3) imly Φ(s) holomorhic s for Res. V() d is convergent. Proof: The function V() is increasing with jums log at the oints =. Thus Φ(s) = log V() = s d s+ i+ In fact, writing as i this integral becomes s i i= V( i) s s i i+ which by V( i+ ) V( i ) = log i+ reduces to Φ(s). Using the substitution = e t we obtain Φ(s) = s e st V(e t ) dt Res >. Consider now the functions f(t) is bounded by III and we have e T T V() dt = f(t) dt. (5) s f(t) = V(e t )e t, Φ(z + ) g(z) =. z + z Also, by IV, Φ(z + ) = + h(z), z where h is holomorhic in Rez, so g(z) = Φ(z + ) = h(z) z + z z + 5

is holomorhic in Rez. For Rez > we have g(z) Now we need the following theorem: = e zt (f(t) + ) = e zt f(t) dt. Theorem (Analytic Theorem) Let f(t) (t ) be bounded and locally integrable and assume the function g(z) = e zt f(t) dt Re(z) > etends to a holomorhic function on Re(z), then T lim f(t) dt eists and equals g(). T Proof: Assume that for some λ > we have V() λ for arbitrary large. Since V() is increasing we have for such λ λ V(t) t λ t λ λ s dt dt = ds = δ(λ) >. t t s On the other hand, V imlies that to each >, K such that K V() d < for K, K > K. so V(t) t λ t = λ s ds = δ(λ) <. t t s e zt dt This will imly Part V by (5). Proof of Analytic Theorem will be given later. VI V(). Thus the λ cannot eist. K Similarly if for some λ <, V() λ for arbitrary large, then for t, V(t) V() λ, λ λ λ 6

Again this is imossible for the same reason. Thus both β = lim su V() > and V() α = lim inf < are imossible. Thus they must agree, i.e. V(). Proof of Prime Number Theorem: so We have V() = log log = π() log, Secondly if < <, lim inf π() log lim inf V() =. V() ( ) log log = ( ) log π() + O( ) thus for each. Thus lim su π() log lim su V() π() log lim =. Q.E.D. Proof of Analytic Theorem: (Newman). Put T g T (z) = e zt f(t) dt, which is holomorhic in C. We only need to show lim g T () = g(). T 7

Fi R and then take δ > small enough so that g(z) is holomorhic on C and its interior. By Cauchy s formula zt z dz g() g T () = (g(z) g T (z)) e +. (6) πi C R z On semicircle integrand is bounded by C + : C (Rez > ) B, where In fact for Rez >, R B = su f(t). t g(z) g T (z) = = f(t)e zt dt T B e zt T Be RezT dt Rez and zt z RezT Rez e + = e (z= Re iθ ). R z R B So the contribution to the integral (6) over C + is bounded by, namely R Be RezT Rez B e RezT πr =. Rez R π R Net consider the integral over 8

Look at g(z) and g T (z) searately. For g T (z) which is entire, this contour can be relaced by B Again the integral is bounded by because R T g f(t)e zt T (z) = dt B B = T T e zt dt e zt dt Be RezT Rez and z + R z on C has the same estimate as before. There remains zt z e g(z) + dz. C R z inde. of T On the contour, zt e and lim e zt for Rez <. T By dominated convergence, the integral as T +, δ is fied. It follows that B lim su g() g T (). T R Since R is arbitrary, this roves the theorem. 9

Q.E.D. Remarks: Riemann roved an elicit formula relating the zeros ρ of ζ(s) in < Res < to the rime numbers. The imroved version by von Mangoldt reads V() = log ρ n = ρ + log π. n {ρ} n He conjectured that Reρ = for all ρ. This is the famous Riemann Hyothesis.