1 Elliptic Curves Over Finite Fields

Size: px
Start display at page:

Download "1 Elliptic Curves Over Finite Fields"

Transcription

1 1 Elliptic Curves Over Fiite Fields 1.1 Itroductio Defiitio 1.1. Elliptic curves ca be defied over ay field K; the formal defiitio of a elliptic curve is a osigular (o cusps, self-itersectios, or isolated poits projective algebraic curve over K with geus 1 with a give poit defied over K. If the characteristic of K is either 2 or 3, the every elliptic curve over K ca be writte i the form y 2 = x 3 px q where p,q K such that the RHS does ot have ay double roots. If the characteristic of K is 3, the the most geeral equatio is of the form such that RHS has distict roots. y 2 = 4x 3 + b 2 x 2 + 2b 4 x + b 6 I characteristic 2, the most geeral equatio is of the form provided that the variety it defies is o-sigular. y 2 + a 1 xy + a 3 y = x 3 + a 2 x 2 + a 4 x + a 6 Defiitio 1.2. A ratioal poit is a poit whose coordiates lie i K. W deote the set of ratioal poits as E(K ad this set forms a group. 1.2 Isogeies Defiitio 1.3. A o-costat morphism φ : E 1 E 2 betwee elliptic curves such that φ(o = O is called a isogey. Let φ : E 1 E 2 be a isogey. The there is a uique isogey ˆφ : E 2 E 1 satisfyig ˆφ φ = [degφ]. ˆφ is called the dual of φ. Remark. I the above statemet, [] deotes the isogey which adds times. If E is defied over F q ad π q,e : E E is the Frobeius morphism (x,y (x q,y q, the E(F q = ker(1 π q,e. As we oted, a isogey has fiite kerel. Lemma 1.1. Let E 1 ad E 2 be isogeous elliptic curves defied over F q. The #E 1 (F q = #E 2 (F q. Proof. Ay isogey φ : E 1 E 2 commutes with the Frobeius map o E 1 ad E 2. Now, φ is surjective. So we have y E 2 (F q π q,e2 (φ(x = φ(x x ker((1 π q,e2 φ. Now, each φ 1 (y has deg sep φ elemets. Thus, #E 2 (F q = ker((1 π q,e2 φ/deg sep φ = #ker(φ(1 π q,e2 /deg sep φ = #ker(φ(1 π q,e1 /deg sep φ = deg sep (1 φ q,e1 = #E 1 (F q. Recall the followig useful facts o degrees ad dual maps (i φ + ψ = ˆφ + ˆψ (ii [ ˆ] = [] (iii deg[] = 2 (iv deg ˆφ = degφ (v ˆφ = φ (vi deg( φ = deg(φ (vii d(φ,ψ := deg(φ + ψ degφ degψ is symmetric, biliear o Hom(E 1,E 2, where E i is a elliptic curve. (viii degφ > 0 for ay isogey φ

2 1.3 Riema Hypothesis for Elliptic Curves For a elliptic curve E defied over a fiite field F q, the most obvious parameter is the umber of poits i E(F q. Theorem 1.1. (Riema hypothesis for elliptic curves (Hasse, 1934 Let E be a elliptic curve defied over F q. The #E(F q 1 q 2q /2 1 Proof. Choose a Weierstrass equatio with coefficiets i F q. Sice Gal(F q /F q is topologically geerated by x π q x q, a poit P of E(F q lies i E(F q if ad oly if π q,e (P = P. Thus P E(F q if ad oly if πq,e (P = P, i.e., E(F q = ker(1 πq,e. Now 1 π q,e is a separable morphism (sice its differetial is the idetity. Thus, #E(F q = deg(1 πq,e. We oted that, for ay two elliptic curves over a field, the fuctio d : Hom(E 1,E 2 Hom(E 1,E 2 Z, (φ,ψ deg(φ + ψ degφ degψ is a positive defiite biliear form. By the Cauchy-Schwarz iequality, we get deg(1 πq,e deg1 degπq,e 2 deg1degπq,e i.e. #E(F q 1 q 2q /2 1.4 The Weil Cojectures Let K = F q. If V is a projective variety, we wat to keep accout of #V (K. We ca do this by usig the zeta fuctio of V ad it is defied as the formal power series Note that Z(V /K 1 : T = exp ( #V (K T =1 1 #V (K = ( 1! dt logz(v /K 1,T T =0 The reaso for defiig the zeta fuctio i this maer is that the series 1 #V (K T ratioal fuctio of T. Let V be ay smooth projective variety of dimesio, defied over K 1 = F q. The: Ratioality cojecture d ofte looks like the log of a Fuctioal cojecture There exists a iteger χ such that Factorizatio There exists a factorizatio ( Z V /K 1 ; Z = Z(V /K 1 ;T Q(T 1 q T = ±q χ/2 T χ Z(V /K 1 ;T P 1 (T P 3 (T P 2 1 (T P 0 (T P 2 (T P 2 2 (T P 2 (T

3 with P 0 (T = 1 T, P 2 (T = 1 q T, each P i (T Z[T ] ad where b i = degp i = degp 2 i Riema hypothesis Each root of P i (T satisfies α = q i/2 ( ( 1 1 bi P i q = P 2 i (T T T q i/2 The cojecture was prove i its etirety by the efforts of Weil, Dwork, M. Arti, Grothedieck, Lubki, Delige, Laumo. But the first case for elliptic curves was solved by Hasse i 1934 before the cojectures were formulated i this geerality by Weil i Weil poited out that if oe had a suitable cohomology theory for abstract varieties aalogous to the usual cohomology for varieties over C, the stadard properties of the cohomology would imply all the cojectures. For istace, the fuctioal equatio would follow from Poicaré duality property. Such a cohomology is the étale cohomology. 1.5 Tate Modules ad the Weil Pairig Let E be a elliptic curve defied over F q. Suppose l is a prime ot dividig q. We kow that the l divisio poits of E, i.e., E[l ] d = ker[l ] is Z/l Z/l. The iverse limit of the groups E[l ] with respect to the maps E[l +1 ] [l] E[l ] is the Tate module T l (E = lime[l ]. Sice each E[l ] is aturally a Z/l module, it ca be checked that T l (E is a Z l (= limz/l module. It is a free Z l module of rak 2. Ay isogey φ : E 1 E 2 iduces a Z l module homomorphism φ l : T l (E 1 T l (E 2. I particular, we have a represetatio Ed(E M 2 (Z l,φ φ l if l q. Note that Ed(E Ed(T l (E is ijective because if φ l = 0 the φ is 0 o E[l ] for large, i.e., φ = O. Fially, let us recall the Weil pairig. This is a o-degeerate, biliear, alteratig pairig It has the importat property that e(φx,y = e(x, ˆφy. e : T l (E T l (E T l (µ d = lim µ l = Zl Remark. For ay geeral curves C,D, ad a ocostat morphism φ : C D, recall that φ : Div(D Div(C is a homomorphism defied by (P Q φ 1 (P e φ (Q(Q where e φ (Q is the ramificatio idex at Q. For C = D a elliptic curve, all the e φ (Q = deg isep φ. For a geeral C ad D, ord P ( f φ = e φ (Qord φ(p ( f for every ocostat ratioal fuctio o D. 1.6 Weil Cojectures for Elliptic Curves Lemma 1.2. Let φ Ed(E ad l q be a prime. The, detφ l = degφ traceφ l = 1 + degφ deg(1 φ I particular, detφ l,traceφ l are idepedet of l, ad are itegers. Proof. Let (v 1,v 2 be a Z l basis of T l (E ad write ( a b φ l = c d

4 with respect to this basis. We ow use the Weil pairig e which is biliear ad alteratig Sice e is odegeerate, we have that degφ = degφ l. Fially, e(v 1,v 2 degφ = e(deg(φv 1,v 2 = e(( ˆφ l (φ l v 1,v 2 = e(φ l v 1,φ l v 2 = e(av 1 + cv 2,bv 1 + dv 2 = e(v 1,v 2 ad bc = e(v 1,v 2 detφ l traceφ l = 1 + detφ l det(id φ l = 1 + degφ deg(1 φ To prove the Weil cojectures for E, we have to compute #E(K, where K = F q. Now #E(K = deg(1 φ where φ = π q,e is the Frobeius isogey. A cosequece of the lemma is the fact that the characteristic polyomial of φ l has coefficiets i Z whe l charf q. Write det(id T φ l = (T α(t β for α,β C. Moreover, for all m Q, we get m det( Id φ l = 1 2 det(mid φ l = deg(m φ 1 2 > 0 This implies α = β. Note by triagularizig, that detid T φ l = (T α (T β, we get Theorem 1.2. For all 1, #E(K = 1 α α + q where α = q 1/2. I particular, Z(E/K 1 ;T = 1 at + qt 2 (1 T (1 qt where a Z ad 1 at + qt 2 = (1 αt (1 αt. Further, Z(E/K 1 ; 1 qt = Z(E/K 1;T. Proof. We have that ad α = q. Hece #E(K = deg(1 φ = det(1 φ l = 1 α α + q logz(e/k 1 ;T = (1 α α + q T 1 = T (αt (αt (1 αt (1 αt = log (1 T (1 qt (qt + The fuctioal equatio is obvious from the expressio. The factorizatio Z = P 1 P 0 P 2 is with P 1 (T = 1 at + qt 2, so ( P 1 1 qt = P 1(T ( 1/T q 2

5 Remark. Puttig ζ E/Fq (s = Z(E/K 1 ;q s, oe has ζ E/Fq (s = 1 aq s + q 1 2s (1 q s (1 q 1 s = ζ E/F q (1 s Note that the Riema hypothesis for Z(E/K 1 ;T is equivalet to the fact that the zeros of ζ E/Fq (s are o the lie Re(s = Supersigularity Supersigular curves are a special class of elliptic curves which arise aturally. Oe of the most useful properties they have, as we shall prove, is that their defiitio forces them to be defies over a small fiite field ad, over ay field, there are oly fiitely may elliptic curves isogeous to a supersigular oe. Before defiig supersigularity, let us recall that a elliptic curve E is said to have complex multiplicatio if Ed(E Z. Let us recall the followig result o Ed(E Propositio 1.1. (i Ed(E has o zero divisors. (ii Ed(E is torsio free. (iii Ed(E is either Z, or a order i a imagiary quadratic field, or a order i a quaterio divisio algebra over Q. Defiitio 1.4. A elliptic curve E defied over a field of characteristic p > 0 is said to be supersigular if E[p] = O. The followig characterizatio of supersigular elliptic curves is very useful Propositio 1.2. Let K be a perfect field of characteristic p > 0. The the followig statemets are equivalet: (a E is sigular (b [p] : E E is purely iseparable ad j(e F p 2 (c E[p r ] = O for some r 1 (d E[p r ] = O for all r 1 (e Ed K (E is a order i a quaterio divisio algebra over Q. Remark. By the above propositio, up to isomorphism, there are oly fiitely may elliptic curves isogeous to a supersigular curve. For p = 2, Y 2 +Y = X 3 is the uique supersigular curve. For p > 2, we have the followig theorem: 1.8 Structure of E(F q Theorem 1.3. A group G of order N = q + 1 m is isomorphic to E(F q for some elliptic curve E over F q if oe of the followig holds: (i (q,m = 1, m 2 q, ad G = Z/A Z/B where B (A,m 2 (ii q is a square, m = ±2 q, ad G = (Z/A 2 where A = q 1 (iii q is a square, p 1 mod 3, m = ± q, ad G is cyclic (iv q is ot a square, p = 2 or 3, m = ± pq, ad G is cyclic (v q is ot a square, p 3 mod 4, m = 0, ad G is cyclic or q is a square, p 1 mod 4, m = 0, ad G is cyclic (vi q is ot a square, p 3 mod 4, m = 0, ad G is either cyclic or G = Z/M Z/2 where M = q+1 2

Elliptic Curves over Finite Fields 1

Elliptic Curves over Finite Fields 1 Elliptic Curves over Finite Fields 1 B. Sury 1. Introduction Jacobi was the first person to suggest (in 1835) using the group law on a cubic curve E. The chord-tangent method does give rise to a group

More information

1 Counting points with Zeta functions

1 Counting points with Zeta functions The goal of this lecture is to preset a motivatio ad overview of the étale ad pro-étale topologies ad cohomologies. 1 Coutig poits with Zeta fuctios We begi with the followig questio: Questio 1. Let X

More information

MA 162B LECTURE NOTES: THURSDAY, JANUARY 15

MA 162B LECTURE NOTES: THURSDAY, JANUARY 15 MA 6B LECTURE NOTES: THURSDAY, JANUARY 5 Examples of Galois Represetatios: Complex Represetatios Regular Represetatio Cosider a complex represetatio ρ : Gal ( Q/Q ) GL d (C) with fiite image If we deote

More information

Lecture 1: Weil conjectures and motivation

Lecture 1: Weil conjectures and motivation Lecture 1: Weil cojectures ad motivatio September 15, 014 1 The Zeta fuctio of a curve We begi by motivatig ad itroducig the Weil cojectures, which was bothy historically fudametal for the developmet of

More information

Weil Conjecture I. Yichao Tian. Morningside Center of Mathematics, AMSS, CAS

Weil Conjecture I. Yichao Tian. Morningside Center of Mathematics, AMSS, CAS Weil Cojecture I Yichao Tia Morigside Ceter of Mathematics, AMSS, CAS [This is the sketch of otes of the lecture Weil Cojecture I give by Yichao Tia at MSC, Tsighua Uiversity, o August 4th, 20. Yuaqig

More information

Chapter 2. Periodic points of toral. automorphisms. 2.1 General introduction

Chapter 2. Periodic points of toral. automorphisms. 2.1 General introduction Chapter 2 Periodic poits of toral automorphisms 2.1 Geeral itroductio The automorphisms of the two-dimesioal torus are rich mathematical objects possessig iterestig geometric, algebraic, topological ad

More information

[ 11 ] z of degree 2 as both degree 2 each. The degree of a polynomial in n variables is the maximum of the degrees of its terms.

[ 11 ] z of degree 2 as both degree 2 each. The degree of a polynomial in n variables is the maximum of the degrees of its terms. [ 11 ] 1 1.1 Polyomial Fuctios 1 Algebra Ay fuctio f ( x) ax a1x... a1x a0 is a polyomial fuctio if ai ( i 0,1,,,..., ) is a costat which belogs to the set of real umbers ad the idices,, 1,...,1 are atural

More information

MAS111 Convergence and Continuity

MAS111 Convergence and Continuity MAS Covergece ad Cotiuity Key Objectives At the ed of the course, studets should kow the followig topics ad be able to apply the basic priciples ad theorems therei to solvig various problems cocerig covergece

More information

A brief introduction to linear algebra

A brief introduction to linear algebra CHAPTER 6 A brief itroductio to liear algebra 1. Vector spaces ad liear maps I what follows, fix K 2{Q, R, C}. More geerally, K ca be ay field. 1.1. Vector spaces. Motivated by our ituitio of addig ad

More information

SOLVED EXAMPLES

SOLVED EXAMPLES Prelimiaries Chapter PELIMINAIES Cocept of Divisibility: A o-zero iteger t is said to be a divisor of a iteger s if there is a iteger u such that s tu I this case we write t s (i) 6 as ca be writte as

More information

i is the prime factorization of n as a product of powers of distinct primes, then: i=1 pm i

i is the prime factorization of n as a product of powers of distinct primes, then: i=1 pm i Lecture 3. Group Actios PCMI Summer 2015 Udergraduate Lectures o Flag Varieties Lecture 3. The category of groups is discussed, ad the importat otio of a group actio is explored. Defiitio 3.1. A group

More information

Definition 4.2. (a) A sequence {x n } in a Banach space X is a basis for X if. unique scalars a n (x) such that x = n. a n (x) x n. (4.

Definition 4.2. (a) A sequence {x n } in a Banach space X is a basis for X if. unique scalars a n (x) such that x = n. a n (x) x n. (4. 4. BASES I BAACH SPACES 39 4. BASES I BAACH SPACES Sice a Baach space X is a vector space, it must possess a Hamel, or vector space, basis, i.e., a subset {x γ } γ Γ whose fiite liear spa is all of X ad

More information

TEACHER CERTIFICATION STUDY GUIDE

TEACHER CERTIFICATION STUDY GUIDE COMPETENCY 1. ALGEBRA SKILL 1.1 1.1a. ALGEBRAIC STRUCTURES Kow why the real ad complex umbers are each a field, ad that particular rigs are ot fields (e.g., itegers, polyomial rigs, matrix rigs) Algebra

More information

We are mainly going to be concerned with power series in x, such as. (x)} converges - that is, lims N n

We are mainly going to be concerned with power series in x, such as. (x)} converges - that is, lims N n Review of Power Series, Power Series Solutios A power series i x - a is a ifiite series of the form c (x a) =c +c (x a)+(x a) +... We also call this a power series cetered at a. Ex. (x+) is cetered at

More information

11. FINITE FIELDS. Example 1: The following tables define addition and multiplication for a field of order 4.

11. FINITE FIELDS. Example 1: The following tables define addition and multiplication for a field of order 4. 11. FINITE FIELDS 11.1. A Field With 4 Elemets Probably the oly fiite fields which you ll kow about at this stage are the fields of itegers modulo a prime p, deoted by Z p. But there are others. Now although

More information

Lecture 4: Grassmannians, Finite and Affine Morphisms

Lecture 4: Grassmannians, Finite and Affine Morphisms 18.725 Algebraic Geometry I Lecture 4 Lecture 4: Grassmaias, Fiite ad Affie Morphisms Remarks o last time 1. Last time, we proved the Noether ormalizatio lemma: If A is a fiitely geerated k-algebra, the,

More information

Regn. No. North Delhi : 33-35, Mall Road, G.T.B. Nagar (Opp. Metro Gate No. 3), Delhi-09, Ph: ,

Regn. No. North Delhi : 33-35, Mall Road, G.T.B. Nagar (Opp. Metro Gate No. 3), Delhi-09, Ph: , . Sectio-A cotais 30 Multiple Choice Questios (MCQ). Each questio has 4 choices (a), (b), (c) ad (d), for its aswer, out of which ONLY ONE is correct. From Q. to Q.0 carries Marks ad Q. to Q.30 carries

More information

Hochschild homology of finite dimensional algebras

Hochschild homology of finite dimensional algebras Hochschild homology of fiite dimesioal algebras Michelie VIGUÉ-POIRRIER Uiversité Paris-Nord Istitut Galilée Départemet de Mathématiques F-93430 Villetaeuse e-mail : vigue@math.uiv-paris13.fr September

More information

ALGEBRAIC GEOMETRY COURSE NOTES, LECTURE 5: SINGULARITIES.

ALGEBRAIC GEOMETRY COURSE NOTES, LECTURE 5: SINGULARITIES. ALGEBRAIC GEOMETRY COURSE NOTES, LECTURE 5: SINGULARITIES. ANDREW SALCH 1. The Jacobia criterio for osigularity. You have probably oticed by ow that some poits o varieties are smooth i a sese somethig

More information

Modern Algebra. Previous year Questions from 2017 to Ramanasri

Modern Algebra. Previous year Questions from 2017 to Ramanasri Moder Algebra Previous year Questios from 017 to 199 Ramaasri 017 S H O P NO- 4, 1 S T F L O O R, N E A R R A P I D F L O U R M I L L S, O L D R A J E N D E R N A G A R, N E W D E L H I. W E B S I T E

More information

Dirichlet s Theorem on Arithmetic Progressions

Dirichlet s Theorem on Arithmetic Progressions Dirichlet s Theorem o Arithmetic Progressios Athoy Várilly Harvard Uiversity, Cambridge, MA 0238 Itroductio Dirichlet s theorem o arithmetic progressios is a gem of umber theory. A great part of its beauty

More information

Beurling Integers: Part 2

Beurling Integers: Part 2 Beurlig Itegers: Part 2 Isomorphisms Devi Platt July 11, 2015 1 Prime Factorizatio Sequeces I the last article we itroduced the Beurlig geeralized itegers, which ca be represeted as a sequece of real umbers

More information

Chapter 0. Review of set theory. 0.1 Sets

Chapter 0. Review of set theory. 0.1 Sets Chapter 0 Review of set theory Set theory plays a cetral role i the theory of probability. Thus, we will ope this course with a quick review of those otios of set theory which will be used repeatedly.

More information

Summary: Congruences. j=1. 1 Here we use the Mathematica syntax for the function. In Maple worksheets, the function

Summary: Congruences. j=1. 1 Here we use the Mathematica syntax for the function. In Maple worksheets, the function Summary: Cogrueces j whe divided by, ad determiig the additive order of a iteger mod. As described i the Prelab sectio, cogrueces ca be thought of i terms of coutig with rows, ad for some questios this

More information

Addition: Property Name Property Description Examples. a+b = b+a. a+(b+c) = (a+b)+c

Addition: Property Name Property Description Examples. a+b = b+a. a+(b+c) = (a+b)+c Notes for March 31 Fields: A field is a set of umbers with two (biary) operatios (usually called additio [+] ad multiplicatio [ ]) such that the followig properties hold: Additio: Name Descriptio Commutativity

More information

REGULARIZATION OF CERTAIN DIVERGENT SERIES OF POLYNOMIALS

REGULARIZATION OF CERTAIN DIVERGENT SERIES OF POLYNOMIALS REGULARIZATION OF CERTAIN DIVERGENT SERIES OF POLYNOMIALS LIVIU I. NICOLAESCU ABSTRACT. We ivestigate the geeralized covergece ad sums of series of the form P at P (x, where P R[x], a R,, ad T : R[x] R[x]

More information

Zeros of Polynomials

Zeros of Polynomials Math 160 www.timetodare.com 4.5 4.6 Zeros of Polyomials I these sectios we will study polyomials algebraically. Most of our work will be cocered with fidig the solutios of polyomial equatios of ay degree

More information

PAPER : IIT-JAM 2010

PAPER : IIT-JAM 2010 MATHEMATICS-MA (CODE A) Q.-Q.5: Oly oe optio is correct for each questio. Each questio carries (+6) marks for correct aswer ad ( ) marks for icorrect aswer.. Which of the followig coditios does NOT esure

More information

M A T H F A L L CORRECTION. Algebra I 1 4 / 1 0 / U N I V E R S I T Y O F T O R O N T O

M A T H F A L L CORRECTION. Algebra I 1 4 / 1 0 / U N I V E R S I T Y O F T O R O N T O M A T H 2 4 0 F A L L 2 0 1 4 HOMEWORK ASSIGNMENT #4 CORRECTION Algebra I 1 4 / 1 0 / 2 0 1 4 U N I V E R S I T Y O F T O R O N T O P r o f e s s o r : D r o r B a r - N a t a Correctio Homework Assigmet

More information

Fermat s Little Theorem. mod 13 = 0, = }{{} mod 13 = 0. = a a a }{{} mod 13 = a 12 mod 13 = 1, mod 13 = a 13 mod 13 = a.

Fermat s Little Theorem. mod 13 = 0, = }{{} mod 13 = 0. = a a a }{{} mod 13 = a 12 mod 13 = 1, mod 13 = a 13 mod 13 = a. Departmet of Mathematical Scieces Istructor: Daiva Puciskaite Discrete Mathematics Fermat s Little Theorem 43.. For all a Z 3, calculate a 2 ad a 3. Case a = 0. 0 0 2-times Case a 0. 0 0 3-times a a 2-times

More information

(A sequence also can be thought of as the list of function values attained for a function f :ℵ X, where f (n) = x n for n 1.) x 1 x N +k x N +4 x 3

(A sequence also can be thought of as the list of function values attained for a function f :ℵ X, where f (n) = x n for n 1.) x 1 x N +k x N +4 x 3 MATH 337 Sequeces Dr. Neal, WKU Let X be a metric space with distace fuctio d. We shall defie the geeral cocept of sequece ad limit i a metric space, the apply the results i particular to some special

More information

Bertrand s Postulate

Bertrand s Postulate Bertrad s Postulate Lola Thompso Ross Program July 3, 2009 Lola Thompso (Ross Program Bertrad s Postulate July 3, 2009 1 / 33 Bertrad s Postulate I ve said it oce ad I ll say it agai: There s always a

More information

1. ARITHMETIC OPERATIONS IN OBSERVER'S MATHEMATICS

1. ARITHMETIC OPERATIONS IN OBSERVER'S MATHEMATICS 1. ARITHMETIC OPERATIONS IN OBSERVER'S MATHEMATICS We cosider a ite well-ordered system of observers, where each observer sees the real umbers as the set of all iite decimal fractios. The observers are

More information

6 Integers Modulo n. integer k can be written as k = qn + r, with q,r, 0 r b. So any integer.

6 Integers Modulo n. integer k can be written as k = qn + r, with q,r, 0 r b. So any integer. 6 Itegers Modulo I Example 2.3(e), we have defied the cogruece of two itegers a,b with respect to a modulus. Let us recall that a b (mod ) meas a b. We have proved that cogruece is a equivalece relatio

More information

Enumerative & Asymptotic Combinatorics

Enumerative & Asymptotic Combinatorics C50 Eumerative & Asymptotic Combiatorics Notes 4 Sprig 2003 Much of the eumerative combiatorics of sets ad fuctios ca be geeralised i a maer which, at first sight, seems a bit umotivated I this chapter,

More information

Solutions to Math 347 Practice Problems for the final

Solutions to Math 347 Practice Problems for the final Solutios to Math 347 Practice Problems for the fial 1) True or False: a) There exist itegers x,y such that 50x + 76y = 6. True: the gcd of 50 ad 76 is, ad 6 is a multiple of. b) The ifiimum of a set is

More information

On Involutions which Preserve Natural Filtration

On Involutions which Preserve Natural Filtration Proceedigs of Istitute of Mathematics of NAS of Ukraie 00, Vol. 43, Part, 490 494 O Ivolutios which Preserve Natural Filtratio Alexader V. STRELETS Istitute of Mathematics of the NAS of Ukraie, 3 Tereshchekivska

More information

FORMAL GROUPS OVER DISCRETE VALUATION RINGS. Contents

FORMAL GROUPS OVER DISCRETE VALUATION RINGS. Contents FORMAL GROUPS OVER DISCRETE VALUATION RINGS GEUNHO GIM Cotets 1. The ivariat differetial 1 2. The formal logarithm 2 3. Formal groups over discrete valuatio rigs 3 Refereces 5 1. The ivariat differetial

More information

b i u x i U a i j u x i u x j

b i u x i U a i j u x i u x j M ath 5 2 7 Fall 2 0 0 9 L ecture 1 9 N ov. 1 6, 2 0 0 9 ) S ecod- Order Elliptic Equatios: Weak S olutios 1. Defiitios. I this ad the followig two lectures we will study the boudary value problem Here

More information

3.2 Properties of Division 3.3 Zeros of Polynomials 3.4 Complex and Rational Zeros of Polynomials

3.2 Properties of Division 3.3 Zeros of Polynomials 3.4 Complex and Rational Zeros of Polynomials Math 60 www.timetodare.com 3. Properties of Divisio 3.3 Zeros of Polyomials 3.4 Complex ad Ratioal Zeros of Polyomials I these sectios we will study polyomials algebraically. Most of our work will be cocered

More information

The Structure of Z p when p is Prime

The Structure of Z p when p is Prime LECTURE 13 The Structure of Z p whe p is Prime Theorem 131 If p > 1 is a iteger, the the followig properties are equivalet (1) p is prime (2) For ay [0] p i Z p, the equatio X = [1] p has a solutio i Z

More information

LECTURE 8: ORTHOGONALITY (CHAPTER 5 IN THE BOOK)

LECTURE 8: ORTHOGONALITY (CHAPTER 5 IN THE BOOK) LECTURE 8: ORTHOGONALITY (CHAPTER 5 IN THE BOOK) Everythig marked by is ot required by the course syllabus I this lecture, all vector spaces is over the real umber R. All vectors i R is viewed as a colum

More information

Inverse Matrix. A meaning that matrix B is an inverse of matrix A.

Inverse Matrix. A meaning that matrix B is an inverse of matrix A. Iverse Matrix Two square matrices A ad B of dimesios are called iverses to oe aother if the followig holds, AB BA I (11) The otio is dual but we ofte write 1 B A meaig that matrix B is a iverse of matrix

More information

Eigenvalues of Ikeda Lifts

Eigenvalues of Ikeda Lifts Eigevalues of Ikeda Lifts Rodey Keato Abstract I this paper we compute explicit formulas for the Hecke eigevalues of Ikeda lifts These formulas, though complicated, are obtaied by purely elemetary techiques

More information

Ma 4121: Introduction to Lebesgue Integration Solutions to Homework Assignment 5

Ma 4121: Introduction to Lebesgue Integration Solutions to Homework Assignment 5 Ma 42: Itroductio to Lebesgue Itegratio Solutios to Homework Assigmet 5 Prof. Wickerhauser Due Thursday, April th, 23 Please retur your solutios to the istructor by the ed of class o the due date. You

More information

ACO Comprehensive Exam 9 October 2007 Student code A. 1. Graph Theory

ACO Comprehensive Exam 9 October 2007 Student code A. 1. Graph Theory 1. Graph Theory Prove that there exist o simple plaar triagulatio T ad two distict adjacet vertices x, y V (T ) such that x ad y are the oly vertices of T of odd degree. Do ot use the Four-Color Theorem.

More information

HILBERT-SCHMIDT AND TRACE CLASS OPERATORS. 1. Introduction

HILBERT-SCHMIDT AND TRACE CLASS OPERATORS. 1. Introduction HILBERT-SCHMIDT AND TRACE CLASS OPERATORS MICHAEL WALTER Let H 0 be a Hilbert space. We deote by BpHq ad KpHq the algebra of bouded respective compact operators o H ad by B fi phq the subspace of operator

More information

Homework 2 January 19, 2006 Math 522. Direction: This homework is due on January 26, In order to receive full credit, answer

Homework 2 January 19, 2006 Math 522. Direction: This homework is due on January 26, In order to receive full credit, answer Homework 2 Jauary 9, 26 Math 522 Directio: This homework is due o Jauary 26, 26. I order to receive full credit, aswer each problem completely ad must show all work.. What is the set of the uits (that

More information

SEMIGROUPS OF VALUATIONS DOMINATING LOCAL DOMAINS

SEMIGROUPS OF VALUATIONS DOMINATING LOCAL DOMAINS SEMIGROUPS OF VALUATIONS DOMINATING LOCAL DOMAINS STEVEN DALE CUTKOSKY Let (R, m R ) be a equicharacteristic local domai, with quotiet field K. Suppose that ν is a valuatio of K with valuatio rig (V, m

More information

APPENDIX F Complex Numbers

APPENDIX F Complex Numbers APPENDIX F Complex Numbers Operatios with Complex Numbers Complex Solutios of Quadratic Equatios Polar Form of a Complex Number Powers ad Roots of Complex Numbers Operatios with Complex Numbers Some equatios

More information

MATH 6101 Fall Problems. Problems 11/9/2008. Series and a Famous Unsolved Problem (2-1)(2 + 1) ( 4) 12-Nov-2008 MATH

MATH 6101 Fall Problems. Problems 11/9/2008. Series and a Famous Unsolved Problem (2-1)(2 + 1) ( 4) 12-Nov-2008 MATH /9/008 MATH 60 Fall 008 Series ad a Famous Usolved Problem = = + + + + ( - )( + ) 3 3 5 5 7 7 9 -Nov-008 MATH 60 ( 4) = + 5 48 -Nov-008 MATH 60 3 /9/008 ( )! = + -Nov-008 MATH 60 4 3 4 5 + + + + + + +

More information

(for homogeneous primes P ) defining global complex algebraic geometry. Definition: (a) A subset V CP n is algebraic if there is a homogeneous

(for homogeneous primes P ) defining global complex algebraic geometry. Definition: (a) A subset V CP n is algebraic if there is a homogeneous Math 6130 Notes. Fall 2002. 4. Projective Varieties ad their Sheaves of Regular Fuctios. These are the geometric objects associated to the graded domais: C[x 0,x 1,..., x ]/P (for homogeeous primes P )

More information

THE ASYMPTOTIC COMPLEXITY OF MATRIX REDUCTION OVER FINITE FIELDS

THE ASYMPTOTIC COMPLEXITY OF MATRIX REDUCTION OVER FINITE FIELDS THE ASYMPTOTIC COMPLEXITY OF MATRIX REDUCTION OVER FINITE FIELDS DEMETRES CHRISTOFIDES Abstract. Cosider a ivertible matrix over some field. The Gauss-Jorda elimiatio reduces this matrix to the idetity

More information

Week 5-6: The Binomial Coefficients

Week 5-6: The Binomial Coefficients Wee 5-6: The Biomial Coefficiets March 6, 2018 1 Pascal Formula Theorem 11 (Pascal s Formula For itegers ad such that 1, ( ( ( 1 1 + 1 The umbers ( 2 ( 1 2 ( 2 are triagle umbers, that is, The petago umbers

More information

CHAPTER I: Vector Spaces

CHAPTER I: Vector Spaces CHAPTER I: Vector Spaces Sectio 1: Itroductio ad Examples This first chapter is largely a review of topics you probably saw i your liear algebra course. So why cover it? (1) Not everyoe remembers everythig

More information

Math 140A Elementary Analysis Homework Questions 1

Math 140A Elementary Analysis Homework Questions 1 Math 14A Elemetary Aalysis Homewor Questios 1 1 Itroductio 1.1 The Set N of Natural Numbers 1 Prove that 1 2 2 2 2 1 ( 1(2 1 for all atural umbers. 2 Prove that 3 11 (8 5 4 2 for all N. 4 (a Guess a formula

More information

1 Last time: similar and diagonalizable matrices

1 Last time: similar and diagonalizable matrices Last time: similar ad diagoalizable matrices Let be a positive iteger Suppose A is a matrix, v R, ad λ R Recall that v a eigevector for A with eigevalue λ if v ad Av λv, or equivaletly if v is a ozero

More information

MATH 6101 Fall 2008 Series and a Famous Unsolved Problem

MATH 6101 Fall 2008 Series and a Famous Unsolved Problem MATH 60 Fall 2008 Series ad a Famous Usolved Problem Problems = + + + + = (2- )(2+ ) 3 3 5 5 7 7 9 2-Nov-2008 MATH 60 2 Problems ( 4) = + 25 48 2-Nov-2008 MATH 60 3 Problems ( )! = + 2-Nov-2008 MATH 60

More information

Introduction to Extreme Value Theory Laurens de Haan, ISM Japan, Erasmus University Rotterdam, NL University of Lisbon, PT

Introduction to Extreme Value Theory Laurens de Haan, ISM Japan, Erasmus University Rotterdam, NL University of Lisbon, PT Itroductio to Extreme Value Theory Laures de Haa, ISM Japa, 202 Itroductio to Extreme Value Theory Laures de Haa Erasmus Uiversity Rotterdam, NL Uiversity of Lisbo, PT Itroductio to Extreme Value Theory

More information

Complex Numbers Solutions

Complex Numbers Solutions Complex Numbers Solutios Joseph Zoller February 7, 06 Solutios. (009 AIME I Problem ) There is a complex umber with imagiary part 64 ad a positive iteger such that Fid. [Solutio: 697] 4i + + 4i. 4i 4i

More information

The multiplicative structure of finite field and a construction of LRC

The multiplicative structure of finite field and a construction of LRC IERG6120 Codig for Distributed Storage Systems Lecture 8-06/10/2016 The multiplicative structure of fiite field ad a costructio of LRC Lecturer: Keeth Shum Scribe: Zhouyi Hu Notatios: We use the otatio

More information

ON THE LEHMER CONSTANT OF FINITE CYCLIC GROUPS

ON THE LEHMER CONSTANT OF FINITE CYCLIC GROUPS ON THE LEHMER CONSTANT OF FINITE CYCLIC GROUPS NORBERT KAIBLINGER Abstract. Results of Lid o Lehmer s problem iclude the value of the Lehmer costat of the fiite cyclic group Z/Z, for 5 ad all odd. By complemetary

More information

The Borel hierarchy classifies subsets of the reals by their topological complexity. Another approach is to classify them by size.

The Borel hierarchy classifies subsets of the reals by their topological complexity. Another approach is to classify them by size. Lecture 7: Measure ad Category The Borel hierarchy classifies subsets of the reals by their topological complexity. Aother approach is to classify them by size. Filters ad Ideals The most commo measure

More information

Infinite Sequences and Series

Infinite Sequences and Series Chapter 6 Ifiite Sequeces ad Series 6.1 Ifiite Sequeces 6.1.1 Elemetary Cocepts Simply speakig, a sequece is a ordered list of umbers writte: {a 1, a 2, a 3,...a, a +1,...} where the elemets a i represet

More information

CSE 1400 Applied Discrete Mathematics Number Theory and Proofs

CSE 1400 Applied Discrete Mathematics Number Theory and Proofs CSE 1400 Applied Discrete Mathematics Number Theory ad Proofs Departmet of Computer Scieces College of Egieerig Florida Tech Sprig 01 Problems for Number Theory Backgroud Number theory is the brach of

More information

Fourier Analysis, Stein and Shakarchi Chapter 8 Dirichlet s Theorem

Fourier Analysis, Stein and Shakarchi Chapter 8 Dirichlet s Theorem Fourier Aalysis, Stei ad Shakarchi Chapter 8 Dirichlet s Theorem 208.05.05 Abstract Durig the course Aalysis II i NTU 208 Sprig, this solutio file is latexed by the teachig assistat Yug-Hsiag Huag with

More information

Sequences of Definite Integrals, Factorials and Double Factorials

Sequences of Definite Integrals, Factorials and Double Factorials 47 6 Joural of Iteger Sequeces, Vol. 8 (5), Article 5.4.6 Sequeces of Defiite Itegrals, Factorials ad Double Factorials Thierry Daa-Picard Departmet of Applied Mathematics Jerusalem College of Techology

More information

In number theory we will generally be working with integers, though occasionally fractions and irrationals will come into play.

In number theory we will generally be working with integers, though occasionally fractions and irrationals will come into play. Number Theory Math 5840 otes. Sectio 1: Axioms. I umber theory we will geerally be workig with itegers, though occasioally fractios ad irratioals will come ito play. Notatio: Z deotes the set of all itegers

More information

FINITE GROUPS WITH THREE RELATIVE COMMUTATIVITY DEGREES. Communicated by Ali Reza Ashrafi. 1. Introduction

FINITE GROUPS WITH THREE RELATIVE COMMUTATIVITY DEGREES. Communicated by Ali Reza Ashrafi. 1. Introduction Bulleti of the Iraia Mathematical Society Vol. 39 No. 2 203), pp 27-280. FINITE GROUPS WITH THREE RELATIVE COMMUTATIVITY DEGREES R. BARZGAR, A. ERFANIAN AND M. FARROKHI D. G. Commuicated by Ali Reza Ashrafi

More information

Relations Among Algebras

Relations Among Algebras Itroductio to leee Algebra Lecture 6 CS786 Sprig 2004 February 9, 2004 Relatios Amog Algebras The otio of free algebra described i the previous lecture is a example of a more geeral pheomeo called adjuctio.

More information

FROM DAHA TO EHA ANDREI NEGUȚ

FROM DAHA TO EHA ANDREI NEGUȚ FROM DAHA TO EHA ANDREI NEGUȚ 1. Goals The mai purpose of this talk is two coect the two halves of our semiar. Specifically, we will follow the outlie below: Cosider the spherical double affie Hecke algebra

More information

Lecture 3 : Random variables and their distributions

Lecture 3 : Random variables and their distributions Lecture 3 : Radom variables ad their distributios 3.1 Radom variables Let (Ω, F) ad (S, S) be two measurable spaces. A map X : Ω S is measurable or a radom variable (deoted r.v.) if X 1 (A) {ω : X(ω) A}

More information

Math 4400/6400 Homework #7 solutions

Math 4400/6400 Homework #7 solutions MATH 4400 problems. Math 4400/6400 Homewor #7 solutios 1. Let p be a prime umber. Show that the order of 1 + p modulo p 2 is exactly p. Hit: Expad (1 + p) p by the biomial theorem, ad recall from MATH

More information

Math 61CM - Solutions to homework 3

Math 61CM - Solutions to homework 3 Math 6CM - Solutios to homework 3 Cédric De Groote October 2 th, 208 Problem : Let F be a field, m 0 a fixed oegative iteger ad let V = {a 0 + a x + + a m x m a 0,, a m F} be the vector space cosistig

More information

Solutions to Problem Set 8

Solutions to Problem Set 8 8.78 Solutios to Problem Set 8. We ow that ( ) ( + x) x. Now we plug i x, ω, ω ad add the three equatios. If 3 the we ll get a cotributio of + ω + ω + ω + ω 0, whereas if 3 we ll get a cotributio of +

More information

Matrix Algebra 2.3 CHARACTERIZATIONS OF INVERTIBLE MATRICES Pearson Education, Inc.

Matrix Algebra 2.3 CHARACTERIZATIONS OF INVERTIBLE MATRICES Pearson Education, Inc. 2 Matrix Algebra 2.3 CHARACTERIZATIONS OF INVERTIBLE MATRICES 2012 Pearso Educatio, Ic. Theorem 8: Let A be a square matrix. The the followig statemets are equivalet. That is, for a give A, the statemets

More information

It is always the case that unions, intersections, complements, and set differences are preserved by the inverse image of a function.

It is always the case that unions, intersections, complements, and set differences are preserved by the inverse image of a function. MATH 532 Measurable Fuctios Dr. Neal, WKU Throughout, let ( X, F, µ) be a measure space ad let (!, F, P ) deote the special case of a probability space. We shall ow begi to study real-valued fuctios defied

More information

It is often useful to approximate complicated functions using simpler ones. We consider the task of approximating a function by a polynomial.

It is often useful to approximate complicated functions using simpler ones. We consider the task of approximating a function by a polynomial. Taylor Polyomials ad Taylor Series It is ofte useful to approximate complicated fuctios usig simpler oes We cosider the task of approximatig a fuctio by a polyomial If f is at least -times differetiable

More information

If a subset E of R contains no open interval, is it of zero measure? For instance, is the set of irrationals in [0, 1] is of measure zero?

If a subset E of R contains no open interval, is it of zero measure? For instance, is the set of irrationals in [0, 1] is of measure zero? 2 Lebesgue Measure I Chapter 1 we defied the cocept of a set of measure zero, ad we have observed that every coutable set is of measure zero. Here are some atural questios: If a subset E of R cotais a

More information

Polynomial Functions and Their Graphs

Polynomial Functions and Their Graphs Polyomial Fuctios ad Their Graphs I this sectio we begi the study of fuctios defied by polyomial expressios. Polyomial ad ratioal fuctios are the most commo fuctios used to model data, ad are used extesively

More information

Math 210A Homework 1

Math 210A Homework 1 Math 0A Homework Edward Burkard Exercise. a) State the defiitio of a aalytic fuctio. b) What are the relatioships betwee aalytic fuctios ad the Cauchy-Riema equatios? Solutio. a) A fuctio f : G C is called

More information

ON SUPERSINGULAR ELLIPTIC CURVES AND HYPERGEOMETRIC FUNCTIONS

ON SUPERSINGULAR ELLIPTIC CURVES AND HYPERGEOMETRIC FUNCTIONS ON SUPERSINGULAR ELLIPTIC CURVES AND HYPERGEOMETRIC FUNCTIONS KEENAN MONKS Abstract The Legedre Family of ellitic curves has the remarkable roerty that both its eriods ad its suersigular locus have descritios

More information

(I.D) THE PRIME NUMBER THEOREM

(I.D) THE PRIME NUMBER THEOREM (I.D) THE PRIME NUMBER THEOREM So far, i our discussio of the distributio of the primes, we have ot directly addressed the questio of how their desity i the atural umbers chages as oe keeps coutig. But

More information

Ma 530 Introduction to Power Series

Ma 530 Introduction to Power Series Ma 530 Itroductio to Power Series Please ote that there is material o power series at Visual Calculus. Some of this material was used as part of the presetatio of the topics that follow. What is a Power

More information

Some remarks for codes and lattices over imaginary quadratic

Some remarks for codes and lattices over imaginary quadratic Some remarks for codes ad lattices over imagiary quadratic fields Toy Shaska Oaklad Uiversity, Rochester, MI, USA. Caleb Shor Wester New Eglad Uiversity, Sprigfield, MA, USA. shaska@oaklad.edu Abstract

More information

4 The Sperner property.

4 The Sperner property. 4 The Sperer property. I this sectio we cosider a surprisig applicatio of certai adjacecy matrices to some problems i extremal set theory. A importat role will also be played by fiite groups. I geeral,

More information

Chapter 3. Strong convergence. 3.1 Definition of almost sure convergence

Chapter 3. Strong convergence. 3.1 Definition of almost sure convergence Chapter 3 Strog covergece As poited out i the Chapter 2, there are multiple ways to defie the otio of covergece of a sequece of radom variables. That chapter defied covergece i probability, covergece i

More information

Measure and Measurable Functions

Measure and Measurable Functions 3 Measure ad Measurable Fuctios 3.1 Measure o a Arbitrary σ-algebra Recall from Chapter 2 that the set M of all Lebesgue measurable sets has the followig properties: R M, E M implies E c M, E M for N implies

More information

A) is empty. B) is a finite set. C) can be a countably infinite set. D) can be an uncountable set.

A) is empty. B) is a finite set. C) can be a countably infinite set. D) can be an uncountable set. M.A./M.Sc. (Mathematics) Etrace Examiatio 016-17 Max Time: hours Max Marks: 150 Istructios: There are 50 questios. Every questio has four choices of which exactly oe is correct. For correct aswer, 3 marks

More information

Character rigidity for lattices and commensurators I after Creutz-Peterson

Character rigidity for lattices and commensurators I after Creutz-Peterson Character rigidity for lattices ad commesurators I after Creutz-Peterso Talk C3 for the Arbeitsgemeischaft o Superridigity held i MFO Oberwolfach, 31st March - 4th April 2014 1 Sve Raum 1 Itroductio The

More information

Unit 4: Polynomial and Rational Functions

Unit 4: Polynomial and Rational Functions 48 Uit 4: Polyomial ad Ratioal Fuctios Polyomial Fuctios A polyomial fuctio y px ( ) is a fuctio of the form p( x) ax + a x + a x +... + ax + ax+ a 1 1 1 0 where a, a 1,..., a, a1, a0are real costats ad

More information

, then cv V. Differential Equations Elements of Lineaer Algebra Name: Consider the differential equation. and y2 cos( kx)

, then cv V. Differential Equations Elements of Lineaer Algebra Name: Consider the differential equation. and y2 cos( kx) Cosider the differetial equatio y '' k y 0 has particular solutios y1 si( kx) ad y cos( kx) I geeral, ay liear combiatio of y1 ad y, cy 1 1 cy where c1, c is also a solutio to the equatio above The reaso

More information

Properties and Tests of Zeros of Polynomial Functions

Properties and Tests of Zeros of Polynomial Functions Properties ad Tests of Zeros of Polyomial Fuctios The Remaider ad Factor Theorems: Sythetic divisio ca be used to fid the values of polyomials i a sometimes easier way tha substitutio. This is show by

More information

Lecture 12: September 27

Lecture 12: September 27 36-705: Itermediate Statistics Fall 207 Lecturer: Siva Balakrisha Lecture 2: September 27 Today we will discuss sufficiecy i more detail ad the begi to discuss some geeral strategies for costructig estimators.

More information

Math 155 (Lecture 3)

Math 155 (Lecture 3) Math 55 (Lecture 3) September 8, I this lecture, we ll cosider the aswer to oe of the most basic coutig problems i combiatorics Questio How may ways are there to choose a -elemet subset of the set {,,,

More information

Abstract Vector Spaces. Abstract Vector Spaces

Abstract Vector Spaces. Abstract Vector Spaces Astract Vector Spaces The process of astractio is critical i egieerig! Physical Device Data Storage Vector Space MRI machie Optical receiver 0 0 1 0 1 0 0 1 Icreasig astractio 6.1 Astract Vector Spaces

More information

Chapter 8. Euler s Gamma function

Chapter 8. Euler s Gamma function Chapter 8 Euler s Gamma fuctio The Gamma fuctio plays a importat role i the fuctioal equatio for ζ(s that we will derive i the ext chapter. I the preset chapter we have collected some properties of the

More information

Convergence of random variables. (telegram style notes) P.J.C. Spreij

Convergence of random variables. (telegram style notes) P.J.C. Spreij Covergece of radom variables (telegram style otes).j.c. Spreij this versio: September 6, 2005 Itroductio As we kow, radom variables are by defiitio measurable fuctios o some uderlyig measurable space

More information

DIVISIBILITY PROPERTIES OF GENERALIZED FIBONACCI POLYNOMIALS

DIVISIBILITY PROPERTIES OF GENERALIZED FIBONACCI POLYNOMIALS DIVISIBILITY PROPERTIES OF GENERALIZED FIBONACCI POLYNOMIALS VERNER E. HOGGATT, JR. Sa Jose State Uiversity, Sa Jose, Califoria 95192 ad CALVIN T. LONG Washigto State Uiversity, Pullma, Washigto 99163

More information

1. By using truth tables prove that, for all statements P and Q, the statement

1. By using truth tables prove that, for all statements P and Q, the statement Author: Satiago Salazar Problems I: Mathematical Statemets ad Proofs. By usig truth tables prove that, for all statemets P ad Q, the statemet P Q ad its cotrapositive ot Q (ot P) are equivalet. I example.2.3

More information