# ALGEBRAIC AND TRANSCENDENTAL NUMBERS FROM AN INVITATION TO MODERN NUMBER THEORY

Save this PDF as:

Size: px
Start display at page:

Download "ALGEBRAIC AND TRANSCENDENTAL NUMBERS FROM AN INVITATION TO MODERN NUMBER THEORY"

## Transcription

1 ALGEBRAIC AND TRANSCENDENTAL NUMBERS FROM AN INVITATION TO MODERN NUMBER THEORY STEVEN J. MILLER AND RAMIN TAKLOO-BIGHASH CONTENTS 1. Introduction 1 2. Russell s Paradox and the Banach-Tarski Paradox 2 3. Definitions 2 4. Countable and Uncountable Sets Irrational Numbers Algebraic Numbers Transcendental Numbers Axiom of Choice and the Continuum Hypothesis 8 5. Properties of e Irrationality of e Transcendence of e Exponent (or Order) of Approximation Bounds on the Order of Real Numbers Measure of Well Approximated Numbers Liouville s Theorem Proof of Lioville s Theorem Constructing Transcendental Numbers Roth s Theorem Applications of Roth s Theorem to Transcendental Numbers Applications of Roth s Theorem to Diophantine Equations 21 References 24 Index INTRODUCTION These notes are from An Invitation to Modern Number Theory, by Steven J. Miller and Ramin Takloo-Bighash (Princeton University Press, 2006). PLEASE DO NOT DISTRIBUTE THESE NOTES FURTHER. As this is an excerpt from the book, there are many references to other parts of the book; these appear as?? in the text below. We have the following inclusions: the natural numbers N = {0, 1, 2, 3,... } are a subset of the integers Z = {..., 1, 0, 1,... } are a subset of the rationals Q = { p : p, q Z, q 0} are a q subset of the real numbers R are a subset of the complex numbers C. The notation Z comes from the German zahl (number) and Q comes from quotient. Are most real numbers rational? We show that, not only are rational numbers scarce, but irrational numbers like n or m n are also scarce. 1

2 2 STEVEN J. MILLER AND RAMIN TAKLOO-BIGHASH Definition 1.1 (Algebraic Number). An α C is an algebraic number if it is a root of a polynomial with finite degree and integer coefficients. Definition 1.2 (Transcendental Number). An α C is a transcendental number if it is not algebraic. Later (Chapters??,?? and??) we see many properties of numbers depend on whether or not a number is algebraic or transcendental. We prove in this chapter that most real numbers are transcendental without ever constructing a transcendental number! We then show that e is transcendental but only later in 7.2 will we explicitly construct infinitely many transcendental numbers. The main theme of this chapter is to describe a way to compare sets with infinitely many elements. In Chapter?? we compared subsets of the natural numbers. For any set A, let A N = A A {1, 2,..., N}, and consider lim N N N. Such comparisons allowed us to show that in the limit zero percent of all integers are prime (see Chebyshev s Theorem, Theorem??), but there are far more primes than perfect squares. While such limiting arguments work well for subsets of the integers, they completely fail for other infinite sets and we need a new notion of size. For example, consider the closed intervals [0, 1] and [0, 2]. In one sense the second set is larger as the first is a proper subset. In another sense they are the same size as each element x [0, 2] can be paired with a unique element y = x [0, 1]. The idea of defining size through such 2 correspondences has interesting consequences. While there are as many perfect squares as primes as integers as algebraic numbers, such numbers are rare and in fact essentially all numbers are transcendental. 2. RUSSELL S PARADOX AND THE BANACH-TARSKI PARADOX The previous example, where in some sense the sets [0, 1] and [0, 2] have the same number of elements, shows that we must be careful with our definition of counting. To motivate our definitions we give some examples of paradoxes in set theory, which emphasize why we must be so careful to put our arguments on solid mathematical ground. Russell s Paradox: Assume for any property P the collection of all elements having property P is a set. Consider R = {x : x x}; thus x R if and only if x x. Most objects are not elements of themselves; for example, N N because the set of natural numbers is not a natural number. If R exists, it is natural to ask whether or not R R. Unwinding the definition, we see R R if and only if R R! Thus the collection of all objects satisfying a given property is not always a set. This strange situation led mathematicians to reformulate set theory. See, for example, [HJ, Je]. Banach-Tarski Paradox: Consider a solid unit sphere in R 3. It is possible to divide the sphere into 5 disjoint pieces such that, by simply translating and rotating the 5 pieces, we can assemble 3 into a solid unit sphere and the other 2 into a disjoint solid unit sphere. But translating and rotating should not change volumes, yet we have doubled the volume of our sphere! This construction depends on the (Uncountable) Axiom of Choice (see 4.4). See, for example, [Be, Str]. Again, the point of these paradoxes is to remind ourselves that plausible statements need not be true, and one must be careful to build on firm foundations. 3. DEFINITIONS We now define the terms we will use in our counting investigations. We assume some familiarity with set theory; we will not prove all the technical details (see [HJ] for complete details). A function f : A B is one-to-one (or injective) if f(x) = f(y) implies x = y; f is onto (or surjective) if given any b B there exists a A with f(a) = b. A bijection is a one-to-one and onto function.

3 ALGEBRAIC AND TRANSCENDENTAL NUMBERS FROM AN INVITATION TO MODERN NUMBER THEORY 3 Exercise 3.1. Show f : R R given by f(x) = x 2 is not a bijection, but g : [0, ) R given by g(x) = x 2 is. If f : A B is a bijection, prove there exists a bijection h : B A. We usually write f 1 for h. We say two sets A and B have the same cardinality (i.e., are the same size) if there is a bijection f : A B. We denote the common cardinality by A = B. If A has finitely many elements (say n elements), then there is a bijection from A to {1,..., n}. We say A is finite and A = n <. Exercise 3.2. Show two finite sets have the same cardinality if and only if they have the same number of elements. Exercise 3.3. Suppose A and B are two sets such that there are onto maps f : A B and g : B A. Prove A = B. Exercise 3.4. A set A is said to be infinite if there is a one-to-one map f : A A which is not onto. Using this definition, show that the sets N and Z are infinite sets. In other words, prove that an infinite set has infinitely many elements. Exercise 3.5. Show that the cardinality of the positive even integers is the same as the cardinality of the positive integers is the same as the cardinality of the perfect squares is the same as the cardinality of the primes. Remark 3.6. Exercise 3.5 is surprising. Let E N be all positive even integers at most N. The fraction of positive integers less than 2M and even is M = 1, yet the even numbers have the same 2M 2 cardinality as N. If S N is all perfect squares up to N, one can similarly show the fraction of perfect squares up to N is approximately 1 N, which goes to zero as N. Hence in one sense there are a lot more even numbers or integers than perfect squares, but in another sense these sets are the same size. A is countable if there is a bijection between A and the integers Z. A is at most countable if A is either finite or countable. A is uncountable if A is not at most countable Definition 3.7 (Equivalence Relation). Let R be a binary relation (taking values true and false) on a set S. We say R is an equivalence relation if the following properties hold: (1) Reflexive: x S, R(x, x) is true; (2) Symmetric: x, y S, R(x, y) is true if and only if R(y, x) is true; (3) Transitive: x, y, z S, R(x, y) and R(y, z) are true imply R(x, z) is true. Exercise 3.8. (1) Let S be any set, and let R(x, y) be x = y. Prove that R is an equivalence relation. (2) Let S = Z and let R(x, y) be x y mod n. Prove R is an equivalence relation. (3) Let S = (Z/mZ) and let R(x, y) be xy is a quadratic residue modulo m. Is R an equivalence relation? If A and B are sets, the Cartesian product A B is {(a, b) : a A, b B}. Exercise 3.9. Let S = N (N {0}). For (a, b), (c, d) S, we define R((a, b), (c, d)) to be true if ad = bc and false otherwise. Prove that R is an equivalence relation. What type of number does a pair (a, b) represent? Exercise Let x, y, z be subsets of X (for example, X = Q, R, C, R n, et cetera). Define R(x, y) to be true if x = y (the two sets have the same cardinality), and false otherwise. Prove R is an equivalence relation.

4 4 STEVEN J. MILLER AND RAMIN TAKLOO-BIGHASH 4. COUNTABLE AND UNCOUNTABLE SETS We show that several common sets are countable. Consider the set of whole numbers W = {1, 2, 3,... }. Define f : W Z by f(2n) = n 1, f(2n + 1) = n 1. By inspection, we see f gives the desired bijection between W and Z. Similarly, we can construct a bijection from N to Z, where N = {0, 1, 2,... }. Thus, we have proved Lemma 4.1. To show a set S is countable, it is sufficient to find a bijection from S to either W or N or Z. We need the intuitively plausible Lemma 4.2. If A B, then A B. Lemma 4.3. If f : A C is a one-to-one function (not necessarily onto), then A C. Further, if C A then A = C. Theorem 4.4 (Cantor-Bernstein). If A B and B A, then A = B. Exercise 4.5. Prove Lemmas 4.2 and 4.3 and Theorem 4.4. Theorem 4.6. If A and B are countable then so is A B and A B. Proof. We have bijections f : N A and g : N B. Thus we can label the elements of A and B by A = {a 0, a 1, a 2, a 3,... } B = {b 0, b 1, b 2, b 3,... }. (1) Assume A B is empty. Define h : N A B by h(2n) = a n and h(2n + 1) = b n. As h is a bijection from N to A B, this proves A B is countable. We leave to the reader the case when A B is not empty. To prove A B is countable, consider the following function h : N A B (see Figure 1): h(1) = (a 0, b 0 ) h(2) = (a 1, b 0 ), h(3) = (a 1, b 1 ), h(4) = (a 0, b 1 ) h(5) = (a 2, b 0 ), h(6) = (a 2, b 1 ), h(7) = (a 2, b 2 ), h(8) = (a 1, b 2 ), h(9) = (a 0, b 2 ) and so on. For example, at the n th stage we have h(n 2 + 1) = (a n, b 0 ), h(n 2 + 2) = (a n, b n 1 ),... h(n 2 + n + 1) = (a n, b n ), h(n 2 + n + 2) = (a n 1, b n ),......, h((n + 1) 2 ) = (a 0, b n ). We are looking at all pairs of integers (a x, b y ) in the first quadrant (including those on the axes). The above function h starts at (0, 0), and then moves through the first quadrant, hitting each pair once and only once, by going up and over and then restarting on the x-axis. Corollary 4.7. Let (A i ) i N be a collection of sets such that A i is countable for all i N. Then for any n, A 1 A n and A 1 A n are countable, where the last set is all n-tuples (a 1,..., a n ), a i A i. Further i=0a i is countable. If each A i is at most countable, then i=0a i is at most countable. Exercise (h) 4.8. Prove Corollary 4.7. As the natural numbers, integers and rationals are countable, by taking each A i = N, Z or Q we immediately obtain Corollary 4.9. N n, Z n and Q n are countable.

5 ALGEBRAIC AND TRANSCENDENTAL NUMBERS FROM AN INVITATION TO MODERN NUMBER THEORY FIGURE 1. A B is countable Proof. Proceed by induction; for example write Q n+1 as Q n Q. Exercise Prove that there are countably many rationals in the interval [0, 1]. Exercise (hr) Consider N points in the plane. For each point, color every point an irrational distance from that point blue. What is the smallest N needed such that, if the points are properly chosen, every point in the plane is colored blue? If possible, give a constructive solution (i.e., give the coordinates of the points) Irrational Numbers. If α Q, we say α is irrational. Clearly, not all numbers are rational (for example, 1). Are there any real irrational numbers? The following example disturbed the ancient Greeks: Theorem The square root of two is irrational. Proof. Assume not. Then we have 2 = p, and we may assume p and q are relatively prime. Then q 2q 2 = p 2. We claim that 2 p 2. While this appears obvious, this must be proved. If p is even, this is clear. If p is odd, we may write p = 2m + 1. Then p 2 = 4m 2 + 4m + 1 = 2(2m 2 + 2m) + 1, which is clearly not divisible by 2. Thus p is even, say p = 2p 1. Then 2q 2 = p 2 becomes 2q 2 = 4p 2 1, and a similar argument yields q is even. Hence p and q have a common factor, contradicting our assumption. This construction was disturbing for the following reason: consider an isosceles right triangle with bases of length 1. By the Pythagorean theorem, the hypotenuse has length 2. Thus, using a straight edge and compass, one easily constructs a non-rational length from rational sides and a right angle. The above proof would be faster if we appealed to unique factorization: any positive integer can be written uniquely as a product of powers of primes. If one does not use unique factorization, then for 3 one must check p of the form 3m, 3m + 1 and 3m + 2. Exercise If n is a non-square positive integer, prove n is irrational. Exercise Using a straight edge and compass, given two segments (one of unit length, one of length r with r Q), construct a segment of length r. Exercise (h) Prove the Pythagorean theorem: if a right triangle has bases of length a and b and hypotenuse c then a 2 + b 2 = c Algebraic Numbers. Let f(x) be a polynomial with rational coefficients. By multiplying by the least common multiple of the denominators, we can clear the fractions. Thus without loss of generality it suffices to consider polynomials with integer coefficients.

6 6 STEVEN J. MILLER AND RAMIN TAKLOO-BIGHASH The set of algebraic numbers A is the set of all x C such that there is a polynomial of finite degree and integer coefficients (depending on x, of course) such that f(x) = 0. The remaining complex numbers are the transcendentals. The set of algebraic numbers of degree n, A n, is the set of all x A such that (1) there exists a polynomial with integer coefficients of degree n such that f(x) = 0; (2) there is no polynomial g with integer coefficients and degree less than n with g(x) = 0. Thus A n is the subset of algebraic numbers x where for each x A n the degree of the smallest polynomial f with integer coefficients and f(x) = 0 is n. Exercise Show the following are algebraic: any rational number, the square root of any rational number, the cube root of any rational number, r p q where r, p, q Q, i = 1, Theorem The algebraic numbers are countable. Proof. If we show each A n is at most countable, then as A = n=1a n by Corollary 4.7 A is at most countable. The proof proceeds by finding a bijection from the set of all roots of polynomials of degree n with a subset of the countable set Z n. Recall the Fundamental Theorem of Algebra: Let f(x) be a polynomial of degree n with complex coefficients. Then f(x) has n (not necessarily distinct) roots. Actually, we only need a weaker version, namely that a polynomials with integer coefficients has at most countably many roots. Fix an n N. We show A n is at most countable. We can represent every integral polynomial f(x) = a n x n + + a 0 by an (n + 1)-tuple (a 0,..., a n ). By Corollary 4.9, the set of all (n + 1)- tuples with integer coefficients (Z n+1 ) is countable. Thus there is a bijection from N to Z n+1 and we can index each (n + 1)-tuple a Z n+1 {a : a Z n+1 } = {α i }, (2) where each α i Z n+1. For each tuple α i (or a Z n+1 ), there are n roots to the corresponding polynomial. Let R αi be the set of roots of the integer polynomial associated to α i. The roots in R αi need not be distinct, and the roots may solve an integer polynomial of smaller degree. For example, f(x) = (x 2 1) 4 is a degree 8 polynomial. It has two roots, x = 1 with multiplicity 4 and x = 1 with multiplicity 4, and each root is a root of a degree 1 polynomial. Let P n = {x C : x is a root of a degree n polynomial}. One can show that P n = R αi A n. (3) i=1 By Lemma 4.7, P n is at most countable. Thus by Lemma 4.2, as P n is at most countable, A n is at most countable. By Corollary 4.7, A is at most countable. As A 1 Q (given p Q consider q qx p = 0), A 1 is countable. As A is at most countable, this implies A is countable. Exercise Show the full force of the Fundamental Theorem of Algebra is not needed in the above proof; namely, it is enough that every polynomial have finitely many (or even countably many!) roots. Exercise Prove R n A n. Exercise Prove any real polynomial of odd degree has a real root. Remark The following argument allows us to avoid using the Fundamental Theorem of Algebra. Let f(x) be a polynomial of degree n with real coefficients. If α C is such that f(α) = 0, prove f(α) = 0, where α is the complex conjugate of α (α = x+iy, α = x iy). Using polynomial long division, divide f(x) by h(x) = (x α) if α R and h(x) = (x α)(x α) otherwise. As i=1

7 ALGEBRAIC AND TRANSCENDENTAL NUMBERS FROM AN INVITATION TO MODERN NUMBER THEORY 7 both of these polynomials are real, f(x) r(x) = g(x) + has all real coefficients, and the degree of h(x) h(x) r(x) is less than the degree of h(x). As f(x) and h(x) are zero for x = α and α, r(x) is identically zero. We now have a polynomial of degree n 1 (or n 2). Proceeding by induction, we see f has at most n roots. Note we have not proved f has n roots. Note also the use of the Euclidean algorithm (see??) in the proof. Exercise 4.22 (Divide and Conquer). For f(x) continuous, if f(x l ) < 0 < f(x r ) then there must be a root between x l and x r (Intermediate Value Theorem, Theorem??); look at the midpoint x m = x l+x r. If f(x 2 m ) = 0 we have found the root; if f(x m ) < 0 (> 0) the root is between x m and x r (x m and x l ). Continue subdividing the interval. Prove the division points converge to a root. Remark By completing the square, one can show that the roots of ax 2 + bx + c = 0 are given by x = b± b 2 4ac. More complicated formulas exist for the general cubic and quartic; however, 2a there is no such formula which gives the roots of a general degree 5 (or higher) polynomial in terms of its coefficients (see [Art]). While we can use Newton s Method (see??) or Divide and Conquer to approximate a root, we do not have a procedure in general to give an exact answer involving radicals and the coefficients of the polynomial. Exercise 4.24 (Rational Root Test). Let f(x) = a n x n + + a 0 be a polynomial with integer coefficients, a n, a 0 0 and coprime. Let p, q Z, q 0. If f(p/q) = 0, show q a n and p a 0. Thus given a polynomial one can determine all the rational roots in a finite amount of time. Generalize this by finding a criterion for numbers of the form p/q to be a root. Does this work for higher powers, such as m p/q? Does this contradict the claim in Remark 4.23 about degree 5 and higher polynomials? 4.3. Transcendental Numbers. A set is uncountable if it is infinite and there is no bijection between it and the rationals (or the integers, or any countable set). We prove Theorem 4.25 (Cantor). The set of all real numbers is uncountable. Cantor s Theorem is an immediate consequence of Lemma Let S be the set of all sequences (y i ) i N with y i {0, 1}. Then S is uncountable. Proof. We proceed by contradiction. Suppose there is a bijection f : S N. It is clear that this is equivalent to listing of the elements of S: x 1 =.x 11 x 12 x 13 x 14 x 2 =.x 21 x 22 x 23 x 24 x 3 =.x 31 x 32 x 33 x 34. x n =.x n1 x n2 x n3 x n4 x nn. (4) Define an element θ = (θ i ) i N S by θ i = 1 x ii. Note θ cannot be in the list; it is not x N because 1 x NN x NN. But our list was supposed to be a complete enumeration of S, contradiction. Proof[Proof of Cantor s Theorem] Consider all numbers in the interval [0, 1] whose decimal expansion (see?? or??) consists entirely of 0 s and 1 s. There is a bijection between this subset of R and the set S. We have established that S is uncountable. Consequently R has an uncountable subset, and is uncountable. Exercise Instead of using decimal expansions one could use binary expansions. Unfortunately there is the problem that some rationals have two expansions, a finite terminating and

8 8 STEVEN J. MILLER AND RAMIN TAKLOO-BIGHASH an infinite non-terminating expansion. For example,.001 = in base two, or.1 =.0999 in base ten. Using binary expansions, prove there are uncountably many reals. Prove.001 = in base two. Exercise Prove [0, 1] = R = R n = C n. Find a set with strictly larger cardinality than R. The above proof is due to Cantor ( ), and is known as Cantor s Diagonalization Argument. Note Cantor s proof shows that most numbers are transcendental, though it does not tell us which numbers are transcendental. We can easily show many numbers (such as ) are algebraic. What of other numbers, such as π and e? Lambert (1761), Legendre (1794), Hermite (1873) and others proved π irrational and Lindemann (1882) proved π transcendental (see [HW, NZM]); in Exercise??, we showed that π 2 Q implies there are infinitely many primes! What about e? Euler (1737) proved that e and e 2 are irrational, Liouville (1844) proved e is not an algebraic number of degree 2, and Hermite (1873) proved e is transcendental. Liouville (1851) gave a construction for an infinite (in fact, uncountable) family of transcendental numbers; see Theorem 7.1 as well as Exercise Axiom of Choice and the Continuum Hypothesis. Let ℵ 0 = Q. Cantor s diagonalization argument can be interpreted as saying that 2 ℵ 0 = R. As there are more reals than rationals, ℵ 0 < 2 ℵ 0. Does there exist a subset of R with strictly larger cardinality than the rationals, yet strictly smaller cardinality than the reals? Cantor s Continuum Hypothesis says that there are no subsets of intermediate size, or, equivalently, that ℵ 1 = 2 ℵ 0 (the reals are often called the continuum, and the ℵ i are called cardinal numbers). The standard axioms of set theory are known as the Zermelo-Fraenkel axioms. A more controversial axiom is the Axiom of Choice, which states given any collection of sets (A x ) x J indexed by some set J, then there is a function f from J to the disjoint union of the A x with f(x) A x for all x. Equivalently, this means we can form a new set by choosing an element a x from each A x ; f is our choice function. If we have a countable collection of sets this is quite reasonable: a countable set is in a one-to-one correspondence with N, and walking through the sets we know exactly when we will reach a given set to choose a representative. If we have an uncountable collection of sets, however, it is not clear when we would reach a given set to choose an element. Exercise The construction of the sets in the Banach-Tarski Paradox uses the Axiom of Choice; we sketch the set R that arises. For x, y [0, 1] we say x and y are equivalent if x y Q. Let [x] denote all elements equivalent to x. We form a set of representatives R by choosing one element from each equivalence class. Prove there are uncountably many distinct equivalence classes. Kurt Gödel [Gö] showed that if the standard axioms of set theory are consistent, so too are the resulting axioms where the Continuum Hypothesis is assumed true; Paul Cohen [Coh] showed that the same is true if the negation of the Continuum Hypothesis is assumed. These two results imply that the Continuum Hypothesis is independent of the other standard axioms of set theory! See [HJ] for more details. Exercise The cardinal numbers have strange multiplication properties. Prove ℵ ℵ 0 0 = 2 ℵ 0 by interpreting the two sides in terms of operations on sets. 5. PROPERTIES OF e In this section we study some of the basic properties of the number e (see [Rud] for more properties and proofs). One of the many ways to define the number e, the base of the natural logarithm,

9 ALGEBRAIC AND TRANSCENDENTAL NUMBERS FROM AN INVITATION TO MODERN NUMBER THEORY 9 is to write it as the sum of the following infinite series: 1 e = n!. (5) Denote the partial sums of the above series by s m = n=0 m n=0 1 n!. (6) Hence e is the limit of the convergent sequence s m. This representation is one of the main tool in analyzing the nature of e. Exercise (h) 5.1. Define e x = n=0 x n n!. (7) Prove e x+y = e x e y. Show this series converges for all x R; in fact, it makes sense for x C as well. One can define a b by e b ln a. Exercise (h) 5.2. An alternate definition of e x is e x = lim (1 + x ) n. (8) n n Show this definition agrees with the series expansion, and prove e x+y = e x e y. This formulation is useful for growth problems such as compound interest or radioactive decay; see for example [BoDi]. Exercise 5.3. Prove d dx ex = e x. As e ln x = x, the chain rule implies d ln x = 1 (ln x is the inverse dx x function to e x ). From the functions e x and ln x, we can interpret a b for any a > 0 and b R: a b = e b ln a. Note the series expansion for e x makes sense for all x, thus we have a well defined process to determine numbers such as 3 2. We cannot compute 3 2 directly because we do not know what it means to raise 3 to the 2-power; we can only raise numbers to rational powers. Exercise (hr) 5.4. Split 100 into smaller integers such that each integer is two or more and the product of all these integers is as large as possible. Suppose now N is a large number and we wish to split N into smaller pieces, but all we require is that each piece be positive. How should we break up a large N? Exercise (hr) 5.5. Without using a calculator or computer, determine which is larger: e π or π e Irrationality of e. Theorem 5.6 (Euler, 1737). The number e is irrational. Proof. Assume e Q. Then we can write e = p, where p, q are relatively prime positive integers. q Now e s m = = < = n=m+1 1 n! 1 (m + 1)! 1 (m + 1)! 1 (m + 1)! ( m ( m m+1 ) (m + 2)(m + 3) + ) (m + 1) (m + 1) + 3 = 1 m!m. (9)

10 10 STEVEN J. MILLER AND RAMIN TAKLOO-BIGHASH Hence we obtain 0 < e s m < 1 m!m. (10) In particular, taking m = q we and multiplying (10) by q! yields 0 < q!e q!s q < 1 q, (11) which is clearly impossible since q!e q!s q would have to be an integer between 0 and 1. This contradicts our assumption that e was rational. The key idea in the above proof is the simple fact that there are no integers between 0 and 1. We use a variant of this argument to prove e is transcendental Transcendence of e. We know there are more transcendental numbers than algebraic numbers. We finally show a specific number is transcendental; see [?] for an alternate proof of the transcendence of e, π and many other numbers. Theorem 5.7 (Hermite, 1873). The number e is transcendental. Proof. The proof is again by contradiction. Assume e is algebraic. Then it must satisfy a polynomial equation a n X n + + a 1 X + a 0 = 0, (12) where a 0, a 1,..., a n are integers. The existence of such a polynomial leads to an integer greater than zero but less than one; and this contradiction proves the theorem. This is a common technique for proving such results; see also Remark??. Exercise 5.8. Prove one may assume without loss of generality that a 0, a n 0. Consider a polynomial f(x) of degree r, and associate to it the following linear combination of its derivatives: F (X) = f(x) + f (X) + + f (r) (X). (13) Exercise 5.9. Prove the polynomial F (X) has the property that d [ e x F (x) ] = e x f(x). (14) dx As F (X) is differentiable, applying the Mean Value Theorem (Theorem??) to e x F (X) on the interval [0, k] for k any integer gives e k F (k) F (0) = ke c k f(c k ) for some c k (0, k), (15) or equivalently F (k) e k F (0) = ke k c k f(c k ) = ɛ k. (16) Substituting k = 0, 1,..., n into (16), we obtain the following system of equations: F (0) F (0) = 0 = ɛ 0 F (1) ef (0) = e 1 c 1 f(c 1 ) = ɛ 1 F (2) e 2 F (0) = 2e 2 c 2 f(c 2 ) = ɛ 2. F (n) e n F (0) = ne n cn f(c n ) = ɛ n. We multiply the first equation by a 0, the second by a 1,..., the (n+1) st by a n. Adding the resulting equations gives ( n n ) n a k F (k) a k e k F (0) = a k ɛ k. (18) k=0 k=0 k=0 (17)

11 ALGEBRAIC AND TRANSCENDENTAL NUMBERS FROM AN INVITATION TO MODERN NUMBER THEORY 11 Notice that on the left hand side we have exactly the polynomial that we assume e satisfies: n a k e k = 0; (19) k=0 this is the key step: we have now incorporated the (fictitious) polynomial. Hence (18) reduces to n n a k F (k) = a k ɛ k. (20) k=0 We have used the hypothetical algebraicity of e to prove a certain integral combination of its powers vanish. So far we had complete freedom in our choice of f, and (20) always holds for its associate F. In what follows we choose a special polynomial f in order to reach a contradiction. Choose a prime p large enough so that p > a 0 and p > n. Let f equal f(x) = = k=0 1 (p 1)! Xp 1 (1 X) p (2 X) p (n X) p 1 ( (n!) p X p 1 + higher order terms ) (p 1)! = b p 1X p 1 + b p X p + + b r X r. (21) (p 1)! Though it plays no role in the proof, we note that the degree of f is r = (n + 1)p 1. We prove a number of results which help us finish the proof. Recall that pz denotes the set of integer multiples of p. Claim Let p be a prime number and m any positive integer. Then (p 1)(p 2) 2 1 divides (p 1 + m)(p 2 + m) (2 + m)(1 + m). Warning: It is clearly not true that any consecutive set of p 1 numbers divides any larger consecutive set of p 1 numbers. For example, does not divide , and does not divide In the first example we have 5 divides the smaller term but not the larger; in the second we have 2 4 divides the smaller term but only 2 3 divides the larger. Proof[Proof of Claim 5.10] Let x = (p 1)! and y = (p 1 + m) (1 + m). The claim follows by showing for each prime q < p that if q a x then q a y. Let k be the largest integer such that q k p 1 and z be the greatest integer at most z. Then there are p 1 q by q once, p 1 factors of x divisible by q twice, and so on up to p 1 q 2 q k q a total of k times. Thus the exponent of q dividing x is k l=1 p 1 q l factors of x divisible factors of x divisible by. The proof is completed by showing that for each l {1,..., k} we have as many terms in y divisible by q l as we do in x; it is possible to have more of course (let q = 5, x = 6 1 and y = 10 5). Clearly it is enough to prove this for m < (p 1)!; we leave the remaining details to the reader in Exercise 5.17; see Exercise 5.18 for an alternate proof. Claim For i p and for all j N, we have f (i) (j) pz. Proof. Differentiate (21) i p times. Consider any term which survives, say b kx k with k i. (p 1)! After differentiating this term becomes k(k 1) (k (i 1))b kx k 1. By Claim 5.10 we have (p 1)! k(k (p 1)! 1) (k (i 1)). Further, p k(k 1) (k (i 1)) as we differentiated at least p times and any product of p consecutive numbers is divisible by p. As p does not divide (p 1)!, we see that all surviving terms are multiplied by p. Claim For 0 i < p and j {1,..., n}, we have f (i) (j) = 0.

12 12 STEVEN J. MILLER AND RAMIN TAKLOO-BIGHASH Proof. The multiplicity of a root of a polynomial gives the order of vanishing of the polynomial at that particular root. As j = 1, 2,..., n are roots of f(x) of multiplicity p, differentiating f(x) less than p times yields a polynomial which still vanishes at these j. Claim Let F be the polynomial associated to f. Then F (1), F (2),..., F (n) pz. Proof. Recall that F (j) = f(j) + f (j) + + f (r) (j). By Claim 5.11, f (i) (j) is a multiple of p for i p and any integer j. By Claim 5.12, f (i) (j) = 0 for 0 i < p and j = 1, 2,..., n. Thus F (j) is a multiple of p for these j. Claim For 0 i p 2, we have f (i) (0) = 0. Proof. Similar to Claim 5.12, we note that f (i) (0) = 0 for 0 i < p 2, because 0 is a root of f(x) of multiplicity p 1. Claim F (0) is not a multiple of p. Proof. By Claim 5.11, f (i) (0) is a multiple of p for i p; by Claim 5.14, f (i) (0) = 0 for 0 i p 2. Since F (0) = f(0) + f (0) + + f (p 2) (0) + f (p 1) (0) + f (p) (0) + + f (r) (0), (22) to prove F (0) is a not multiple of p it is sufficient to prove f (p 1) (0) is not multiple of p because all the other terms are multiples of p. However, from the Taylor series expansion (see??) of f in (21), we see that f (p 1) (0) = (n!) p + terms that are multiples of p. (23) Since we chose p > n, n! is not divisible by p, proving the claim. We resume the proof of the transcendence of e. Remember we also chose p such that a 0 is not divisible by p. This fact plus the above claims imply first that k a kf (k) is an integer, and second that n a k F (k) a 0 F (0) 0 mod p. (24) k=0 Thus k a kf (k) is a non-zero integer. Recall (20): n a k F (k) = a 1 ɛ a n ɛ n. (25) k=0 We have already proved that the left hand side is a non-zero integer. We analyze the sum on the right hand side. We have ɛ k As 0 c k k n we obtain = ke k c k f(c k ) = kek c k c p 1 k ɛ k ek k p (1 2 n) p (p 1)! en (n!n) p (p 1)! Exercise For fixed n, prove that as p, (n!n)p (p 1)! (1 c k ) p (n c k ) p. (26) (p 1)! 0 as p. (27) 0. See Lemma??. Recall that n is fixed, as are the constants a 0,..., a n (they define the polynomial equation supposedly satisfied by e); in our argument only the prime number p varies. Hence, by choosing p sufficiently large, we can make sure that all ɛ k s are uniformly small. In particular, we can make them small enough such that the following holds: n a k ɛ k < 1. (28) k=1

13 ALGEBRAIC AND TRANSCENDENTAL NUMBERS FROM AN INVITATION TO MODERN NUMBER THEORY 13 To be more precise, we only have to choose a prime p such that p > n, a 0 and e n (n!n) p (p 1)! < 1 n k=0 a k. (29) In this way we reach a contradiction in the identity (20) where the left hand side is a non-zero integer, while the right hand side is a real number of absolute value less than 1. This proof illustrates two of the key features of these types of arguments: considering properties of the fictitious polynomial, and finding an integer between 0 and 1. It is very hard to prove a given number is transcendental. Note this proof heavily uses special properties of e, in particular the derivative of e x is e x. The reader is invited to see Theorem 205 of [HW] where the transcendence of π is proved. It is known that ζ(k) = 1 n=1 is transcendental for k even (in fact, it is a rational n k multiple of π k ); very little is known if k is odd. If k = 3, Apery [Ap] proved ζ(3) is irrational (see also [Mill]), though it is not known if it is transcendental. For infinitely many odd k, ζ(k) is irrational ([BR]), and at least one of ζ(5), ζ(7), ζ(9) or ζ(11) is irrational [Zu]. See also??. In field theory, one shows that if α, β are algebraic then so are α + β and αβ; if both are transcendental, at least one of α + β and αβ is transcendental. Hence, while we expect both e + π and eπ to be transcendental, all we know is at least one is! In 7.2 we construct uncountably many transcendentals. In?? we show the Cantor set is uncountable, hence most of its elements are transcendental. Exercise Complete the proof of Claim Exercise (hr) Alternatively, prove Claim 5.10 by considering the binomial coefficient ( ) p 1+m p 1, which is an integer. Arguing similarly as in the proof of the transcendence of e, we can show π is transcendental. We content ourselves with proving π 2 is irrational, which we have seen (Exercises?? and??) implies there are infinitely many primes. For more on such proofs, see Chapter 11 of [BB] (specifically pages 352 to 356, where the following exercise is drawn from). Exercise 5.19 (Irrationality of π 2 ). Fix a large n (how large n must be will be determined later). Let f(x) = xn (1 x) n. Show f attains its maximum at x = 1, for x (0, 1), 0 < f(x) < 1, and n! 2 n! all the derivatives of f evaluated at 0 or 1 are integers. Assume π 2 is rational; thus we may write π 2 = a for integers a, b. Consider b G(x) = b n Show G(0) and G(1) are integers and n ( 1) k f (2k) (x)π 2n 2k. (30) k=0 d dx [G (x) sin(πx) πg(x) cos(πx)] = π 2 a n f(x) sin(πx). (31) Deduce a contradiction (to the rationality of π 2 ) by showing that π 1 0 a n f(x) sin(πx)dx = G(0) + G(1), (32) which cannot hold for n sufficiently large. The contradiction is the usual one, namely the integral on the left is in (0, 1) and the right hand side is an integer.

14 14 STEVEN J. MILLER AND RAMIN TAKLOO-BIGHASH 6. EXPONENT (OR ORDER) OF APPROXIMATION Let α be a real number. We desire a rational number p α such that q p q is small. Some explanation is needed. In some sense, the size of the denominator q measures the cost of approximating α, and we want an error that is small relative to q. For example, we could approximate π by /100000, which is accurate to 5 decimal places (about the size of q), or we could use /33102, which uses a smaller denominator and is accurate to 9 decimal places (about twice the size of q)! This ratio comes from the continued fraction expansion of π (see Chapter??). We will see later (present chapter and Chapters?? and??) that many properties of numbers are related to how well they can be approximated by rationals. We start with a definition. Definition 6.1 (Approximation Exponent). The real number ξ has approximation order (or exponent) τ(ξ) if τ(ξ) is the smallest number such that for all e > τ(ξ) the inequality ξ p q < 1 (33) q e has only finitely many solutions. In Theorem?? we shall see how the approximation exponent yields information about the distribution of the fractional parts of n k α for fixed k and α. In particular, if α has approximation exponent greater than 4 then the sequence n k α mod 1 comes arbitrarily close to all numbers in [0, 1]. The following exercise gives an alternate definition for the approximation exponent. The definition below is more convenient for constructing transcendental numbers (Theorem 7.1). Exercise (h) 6.2 (Approximation Exponent). Show ξ has approximation exponent τ(ξ) if and only if for any fixed C > 0 and e > τ(ξ) the inequality ξ p q < C (34) q e has only finitely many solutions with p, q relatively prime Bounds on the Order of Real Numbers. Lemma 6.3. A rational number has approximation exponent 1. Proof. If ξ = a and r = s a, then sb at 0. Thus sb at 1 (as it is integral). This implies b t b ξ s = a t b s sb at = 1 t bt bt. (35) If the rational ξ had approximation exponent e > 1 we would find ξ s < 1 t t, which implies 1 > 1 e t e bt. (36) Therefore t e 1 < b. Since b is fixed, there are only finitely many such t. Theorem 6.4 (Dirichlet). An irrational number has approximation exponent at least 2. Proof. It is enough to prove this for ξ (0, 1). Let Q > 1 be an integer. Divide the interval (0, 1) into Q equal intervals, say [ k, k+1 ). Consider the Q + 1 numbers inside the interval (0, 1): Q Q {ξ}, {2ξ},..., {(Q + 1)ξ}, (37) where {x} denotes the fractional part of x. Letting [x] denote the greatest integer less than or equal to x, we have x = [x] + {x}. As ξ Q, the Q + 1 fractional parts are all different.

15 ALGEBRAIC AND TRANSCENDENTAL NUMBERS FROM AN INVITATION TO MODERN NUMBER THEORY 15 By Dirichlet s Pigeon-Hole Principle (??), at least two of these numbers, say {q 1 ξ} and {q 2 ξ}, belong to a common interval of length 1. Without loss of generality we may take 1 q Q 1 < q 2 Q + 1. Hence {q 2 ξ} {q 1 ξ} 1 (38) Q and (q 2 ξ n 2 ) (q 1 ξ n 1 ) 1 Q, n i = [q i ξ]. (39) Now let q = q 1 q 2 Z and p = n 1 n 2 Z. Note 1 q Q and qξ p 1 Q (40) and hence ξ p q 1 qq 1 q. (41) 2 We leave the rest of the proof to the reader (Exercise 6.5). Exercise (h) 6.5. Show the above argument leads to an infinite sequence of q with q ; thus there are infinitely many solutions to ξ p q 1. Further, as p Q and ξ Q, we may replace the q 2 q with <, and ξ has approximation exponent at least 2. Exercise (h) 6.6. Use Exercises 6.5 and 5.19 (where we prove π is irrational) to show that n=1 (cos n)n diverges; the argument of the cosine function is in radians. Harder: what about n=1 (sin n)n? Exercise 6.7. In Theorem 6.4, what goes wrong if ξ Q? Is the theorem true for ξ Q? Later we give various improvements to Dirichlet s theorem. For example, we use continued fractions to give constructions for the rational numbers p (see the proof of Theorem??). Further, we q show that any number p that satisfies Dirichlet s theorem for an irrational ξ has to be a continued q fraction convergent of ξ (??). We also ask whether the exponent two can be improved. Our first answer to this question is Liouville s theorem (Theorem 7.1), which states that a real algebraic number of degree n cannot be approximated to order larger than n. In other words, if ξ satisfies a polynomial equation with integer coefficients of degree n, then τ(ξ) n. Liouville s theorem provides us with a simple method to construct transcendental numbers: if a number can be approximated by rational numbers too well, it will have to be transcendental. We work out a classical example in 7.2. Liouville s theorem combined with Dirichlet s theorem implies the interesting fact that a quadratic irrational number ξ has approximation exponent exactly 2. Roth s spectacular theorem (Theorem 8.1) asserts that this is in fact the case for all algebraic numbers: the approximation exponent of any real algebraic number is equal to two, regardless of the degree! We will see that the order of approximation of numbers has many applications, for example in digit bias of sequences (Chapter??) and Poissonian behavior of the fractional parts of n k α (Chapter??). Exercise 6.8. Let α (respectively β) be approximated to order n (respectively m). What is the order of approximation of α + a b ( a b Q), α + β, α β, and α β Measure of Well Approximated Numbers. We assume the reader is familiar with the notions of lengths or measures of sets; see??. In loose terms, the following theorem states that almost all numbers have approximation exponent equal to two. Theorem 6.9. Let C, ɛ be positive constants. Let S be the set of all points x [0, 1] such that there are infinitely many relatively prime integers p, q with x p q C. (42) q2+ɛ

16 16 STEVEN J. MILLER AND RAMIN TAKLOO-BIGHASH Then the length (or measure) of S, denoted S, equals 0. Proof. Let N > 0. Let S N be the set of all points x [0, 1] such that there are p, q Z, q > N for which x p q C. (43) q2+ɛ If x S then x S N for every N. Thus if we can show that the measure of the sets S N becomes arbitrarily small as N, then the measure of S must be zero. How large can S N be? For a given q there are at most q choices for p. Given a pair (p, q), we investigate how many x s are within C q 2+ɛ of p q. Clearly the set of such points is the interval I p,q = ( p q C q, 2+ɛ p q + C ). (44) q 2+ɛ Note that the length of I p,q is 2C. Let I q 2+ɛ q be the set of all x in [0, 1] that are within C of a rational q 2+ɛ number with denominator q. Then q I p,q (45) and therefore I q I q p=0 q I p,q = (q + 1) 2C = q + 1 2C < 4C. (46) q 2+ɛ q q 1+ɛ q1+ɛ p=0 Hence S N q>n I q = q>n 4C q 1+ɛ < 4C 1 + ɛ N ɛ. (47) Thus, as N goes to infinity, S N goes to zero. As S S N, S = 0. Remark It follows from Roth s Theorem (Theorem 8.1) that the set S consists entirely of transcendental numbers; however, in terms of length, it is a small set of transcendentals. Exercise Instead of working with x p q C, show the same argument works for q x p 2+ɛ q C, where q <. f(q) f(q) Exercise Another natural question to ask is what is the measure of all x [0, 1] such that each digit of its continued fraction is at most K? In Theorem?? we show this set also has length zero. This should be contrasted with Theorem??, where we show if 1 n=1 k n converges, then the set {x [0, 1] : a i (x) k i } has positive measure. What is the length of x [0, 1] such that there are no 9 s in x s decimal expansion? Exercise 6.13 (Hard). For a given C, what is the measure of the set of ξ (0, 1) such that ξ p q < C (48) q 2 holds only finitely often? What if C < 1? More generally, instead of C q 2 we could have 1 q 2 log q or any such expression. Warning: The authors are not aware of a solution to this problem!

17 ALGEBRAIC AND TRANSCENDENTAL NUMBERS FROM AN INVITATION TO MODERN NUMBER THEORY Proof of Lioville s Theorem. 7. LIOUVILLE S THEOREM Theorem 7.1 (Liouville s Theorem). Let α be a real algebraic number of degree d. Then α is approximated by rationals to order at most d. Proof. Let f(x) = a d x d + + a 1 x + a 0 (49) be the polynomial with relatively prime integer coefficients of smallest degree (called the minimal polynomial) such that f(α) = 0. The condition of minimality implies that f(x) is irreducible over Z. Exercise (h) 7.2. Show that a polynomial irreducible over Z is irreducible over Q. In particular, as f(x) is irreducible over Q, f(x) does not have any rational roots. If it did then f(x) would be divisible by a linear polynomial (x a ). Therefore f is non-zero at every rational. b Our plan is to show the existence of a rational number p such that q f(p) = 0. Let p be such a q q candidate. Substituting gives ( ) p f = N, N Z. (50) q qd Note the integer N depends on p, q and the a i s. To emphasize this dependence we write N(p, q; α). As usual, the proof proceeds by showing N(p, q; α) < 1, which then forces N(p, q; α) to be zero; this contradicts f is irreducible over Q. We find an upper bound for N(p, q; α) by considering the Taylor expansion of f about x = α. As f(α) = 0, there is no constant term in the Taylor expansion. We may assume p satisfies α p < 1. q q Then d 1 d i f f(x) = i! dx i (α) (x α)i. (51) Consequently ( ) p f = N(p, q; α) q q d i=1 p q α d 1 d i i 1 f i! dx i (α) p q α i=1 p q α d max 1 d i f i i (α) 1i 1 i! dx p q α A(α), (52) 1 d where A(α) = d max i f i (α) i!. If α were approximated by rationals to order greater than d, then dx i (Exercise 6.2) for some ɛ > 0 there would exist a constant B(α) and infinitely many p such that q Combining yields Therefore p q α B(α). (53) qd+ɛ ( ) p f A(α)B(α). (54) q q d+ɛ N(p, q; α) A(α)B(α) q ɛ. (55)

18 18 STEVEN J. MILLER AND RAMIN TAKLOO-BIGHASH For q sufficiently large, A(α)B(α) < q ɛ. As we may take q arbitrarily large, for sufficiently large q we( have ) N(p, q; α) < 1. As the only non-negative integer less than 1 is 0, we find for q large that f = 0, contradicting f is irreducible over Q. p q Exercise 7.3. Justify the fact that if { p i q i } i 1 is a sequence of rational approximations to order n 1 of x then q i Constructing Transcendental Numbers. We have seen that the order to which an algebraic number can be approximated by rationals is bounded by its degree. Hence if a real, irrational number α can be approximated by rationals to an arbitrarily large order, then α must be transcendental! This provides us with a recipe for constructing transcendental numbers. Note the reverse need not be true: if a number x can be approximated to order at most n, it does not follow that x is algebraic of degree at most n (see Theorem 8.1); for example, Hata [Hata] showed the approximation exponent of π is at most 8.02; see Chapter 11 of [BB] for bounds on the approximation exponent for e, π, ζ(3) and log 2. We use the definition of approximation exponent from Exercise 6.2. Theorem 7.4 (Liouville). The number is transcendental. α = m= m! (56) Proof. The series defining α is convergent, since it is dominated by the geometric series 1. In 10 m fact the series converges very rapidly, and it is this high rate of convergence that makes α transcendental. Fix N large and choose n > N. Write p n q n = n m= m! (57) with p n, q n > 0 and (p n, q n ) = 1. Then { p n q n } n 1 is a monotone increasing sequence converging to α. In particular, all these rational numbers are distinct. Note also that q n must divide 10 n!, which implies that q n 10 n!. Using this, and the fact that 10 (n+1+k)! < 10 (n+1)! 10 k, we obtain 0 < α p n q n = m>n < 1 = < < 1 10 m! 10 (n+1)! ( ) (n+1)! 9 2 (10 n! ) n (58) qn n+1 qn N This gives an approximation by rationals of order N of α, in fact infinitely many such approximations (one for each n > N). Since N can be chosen arbitrarily large, this implies that α can be approximated by rationals to arbitrary order. By Theorem 7.1, if α were algebraic of degree m it could be approximated by rationals to order at most m; thus, α is transcendental. Numbers defined as in (56) are called Liouville numbers. The following exercise shows there are uncountably many Liouville numbers.

19 ALGEBRAIC AND TRANSCENDENTAL NUMBERS FROM AN INVITATION TO MODERN NUMBER THEORY 19 Exercise 7.5. Consider the binary expansion for x [0, 1), namely b n (x) x = 2, b n(x) {0, 1}. (59) n n=1 For irrational x this expansion is unique. Consider the function M(x) = 10 (bn(x)+1)n!. (60) n=1 Prove for irrational x that M(x) is transcendental. Thus the above is an explicit construction for uncountably many transcendentals! Investigate the properties of this function. Is it continuous or differentiable (everywhere or at some points)? What is the measure of these numbers? These are special transcendental numbers (compare these numbers to Theorem 6.9). See also Remark??. The following example uses some results concerning continued fraction studied in Chapter??. The reader should return to this theorem after studying Chapter??. Theorem 7.6. The number is transcendental. Proof. Let p n q n β = [10 1!, 10 2!,... ] (61) be the continued fraction of [10 1!,..., 10 n! ]. Then β p n q n = 1 1 = q n q n+1 q n (a n+1q n + q n 1 ) < 1 = a n+1 1. (62) 10 (n+1)! Since q k = a k q k 1 + q k 2, we have q k > q k 1 Also q k+1 = a k+1 q k + q k 1, so we obtain q k+1 = a k+1 + q k 1 < a k (63) q k q k Writing this inequality for k = 1,..., n 1 and multiplying yields q n = q 1 q 2 q 1 q 3 q 2 Combining (62) and (64) gives β p n < 1 a n+1 = 1 q n q n < (a 1 + 1) (a 2 + 1) (a n + 1) q n 1 ) = (1 + 1a1 a n+1 n (1 + 1an ) a 1 a n < 2 n a 1 a n = 2 n 10 1!+ +n! < 10 2 n! = a 2 n. (64) < ( 1 a 2 n ) n 2 < ( 1 q 2 n ) n 2 = 1. (65) qn n In this way we get, just as in Liouville s Theorem, an approximation of β by rationals to arbitrary order. This proves that β is transcendental. Exercise 7.7. Without using the factorial function, construct transcendental numbers (either by series expansion or by continued fractions). Can you do this using a function f(n) which grows slower than n!? The following exercises construct transcendental numbers by investigating infinite products of rational numbers; see Exercise?? for a review of infinite products. algebraic and which are transcendental.

### 1 if 1 x 0 1 if 0 x 1

Chapter 3 Continuity In this chapter we begin by defining the fundamental notion of continuity for real valued functions of a single real variable. When trying to decide whether a given function is or

### CONTINUED FRACTIONS AND PELL S EQUATION. Contents 1. Continued Fractions 1 2. Solution to Pell s Equation 9 References 12

CONTINUED FRACTIONS AND PELL S EQUATION SEUNG HYUN YANG Abstract. In this REU paper, I will use some important characteristics of continued fractions to give the complete set of solutions to Pell s equation.

### Continued Fractions and the Euclidean Algorithm

Continued Fractions and the Euclidean Algorithm Lecture notes prepared for MATH 326, Spring 997 Department of Mathematics and Statistics University at Albany William F Hammond Table of Contents Introduction

### Some Notes on Taylor Polynomials and Taylor Series

Some Notes on Taylor Polynomials and Taylor Series Mark MacLean October 3, 27 UBC s courses MATH /8 and MATH introduce students to the ideas of Taylor polynomials and Taylor series in a fairly limited

### Copy in your notebook: Add an example of each term with the symbols used in algebra 2 if there are any.

Algebra 2 - Chapter Prerequisites Vocabulary Copy in your notebook: Add an example of each term with the symbols used in algebra 2 if there are any. P1 p. 1 1. counting(natural) numbers - {1,2,3,4,...}

### PUTNAM TRAINING POLYNOMIALS. Exercises 1. Find a polynomial with integral coefficients whose zeros include 2 + 5.

PUTNAM TRAINING POLYNOMIALS (Last updated: November 17, 2015) Remark. This is a list of exercises on polynomials. Miguel A. Lerma Exercises 1. Find a polynomial with integral coefficients whose zeros include

### This chapter is all about cardinality of sets. At first this looks like a

CHAPTER Cardinality of Sets This chapter is all about cardinality of sets At first this looks like a very simple concept To find the cardinality of a set, just count its elements If A = { a, b, c, d },

### INTRODUCTORY SET THEORY

M.Sc. program in mathematics INTRODUCTORY SET THEORY Katalin Károlyi Department of Applied Analysis, Eötvös Loránd University H-1088 Budapest, Múzeum krt. 6-8. CONTENTS 1. SETS Set, equal sets, subset,

### Elementary Number Theory We begin with a bit of elementary number theory, which is concerned

CONSTRUCTION OF THE FINITE FIELDS Z p S. R. DOTY Elementary Number Theory We begin with a bit of elementary number theory, which is concerned solely with questions about the set of integers Z = {0, ±1,

### 1 Review of complex numbers

1 Review of complex numbers 1.1 Complex numbers: algebra The set C of complex numbers is formed by adding a square root i of 1 to the set of real numbers: i = 1. Every complex number can be written uniquely

### Basic Concepts of Point Set Topology Notes for OU course Math 4853 Spring 2011

Basic Concepts of Point Set Topology Notes for OU course Math 4853 Spring 2011 A. Miller 1. Introduction. The definitions of metric space and topological space were developed in the early 1900 s, largely

### Mathematics Review for MS Finance Students

Mathematics Review for MS Finance Students Anthony M. Marino Department of Finance and Business Economics Marshall School of Business Lecture 1: Introductory Material Sets The Real Number System Functions,

### PYTHAGOREAN TRIPLES KEITH CONRAD

PYTHAGOREAN TRIPLES KEITH CONRAD 1. Introduction A Pythagorean triple is a triple of positive integers (a, b, c) where a + b = c. Examples include (3, 4, 5), (5, 1, 13), and (8, 15, 17). Below is an ancient

### Undergraduate Notes in Mathematics. Arkansas Tech University Department of Mathematics

Undergraduate Notes in Mathematics Arkansas Tech University Department of Mathematics An Introductory Single Variable Real Analysis: A Learning Approach through Problem Solving Marcel B. Finan c All Rights

### CHAPTER SIX IRREDUCIBILITY AND FACTORIZATION 1. BASIC DIVISIBILITY THEORY

January 10, 2010 CHAPTER SIX IRREDUCIBILITY AND FACTORIZATION 1. BASIC DIVISIBILITY THEORY The set of polynomials over a field F is a ring, whose structure shares with the ring of integers many characteristics.

### x if x 0, x if x < 0.

Chapter 3 Sequences In this chapter, we discuss sequences. We say what it means for a sequence to converge, and define the limit of a convergent sequence. We begin with some preliminary results about the

### TOPIC 3: CONTINUITY OF FUNCTIONS

TOPIC 3: CONTINUITY OF FUNCTIONS. Absolute value We work in the field of real numbers, R. For the study of the properties of functions we need the concept of absolute value of a number. Definition.. Let

### Mathematical Methods of Engineering Analysis

Mathematical Methods of Engineering Analysis Erhan Çinlar Robert J. Vanderbei February 2, 2000 Contents Sets and Functions 1 1 Sets................................... 1 Subsets.............................

### God created the integers and the rest is the work of man. (Leopold Kronecker, in an after-dinner speech at a conference, Berlin, 1886)

Chapter 2 Numbers God created the integers and the rest is the work of man. (Leopold Kronecker, in an after-dinner speech at a conference, Berlin, 1886) God created the integers and the rest is the work

### 9. POLYNOMIALS. Example 1: The expression a(x) = x 3 4x 2 + 7x 11 is a polynomial in x. The coefficients of a(x) are the numbers 1, 4, 7, 11.

9. POLYNOMIALS 9.1. Definition of a Polynomial A polynomial is an expression of the form: a(x) = a n x n + a n-1 x n-1 +... + a 1 x + a 0. The symbol x is called an indeterminate and simply plays the role

### MATH10040 Chapter 2: Prime and relatively prime numbers

MATH10040 Chapter 2: Prime and relatively prime numbers Recall the basic definition: 1. Prime numbers Definition 1.1. Recall that a positive integer is said to be prime if it has precisely two positive

### This unit will lay the groundwork for later units where the students will extend this knowledge to quadratic and exponential functions.

Algebra I Overview View unit yearlong overview here Many of the concepts presented in Algebra I are progressions of concepts that were introduced in grades 6 through 8. The content presented in this course

### Infinite Algebra 1 supports the teaching of the Common Core State Standards listed below.

Infinite Algebra 1 Kuta Software LLC Common Core Alignment Software version 2.05 Last revised July 2015 Infinite Algebra 1 supports the teaching of the Common Core State Standards listed below. High School

### Mathematics for Computer Science/Software Engineering. Notes for the course MSM1F3 Dr. R. A. Wilson

Mathematics for Computer Science/Software Engineering Notes for the course MSM1F3 Dr. R. A. Wilson October 1996 Chapter 1 Logic Lecture no. 1. We introduce the concept of a proposition, which is a statement

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

Math 7 Fall 205 HOMEWORK 5 SOLUTIONS Problem. 2008 B2 Let F 0 x = ln x. For n 0 and x > 0, let F n+ x = 0 F ntdt. Evaluate n!f n lim n ln n. By directly computing F n x for small n s, we obtain the following

### APPLICATIONS OF THE ORDER FUNCTION

APPLICATIONS OF THE ORDER FUNCTION LECTURE NOTES: MATH 432, CSUSM, SPRING 2009. PROF. WAYNE AITKEN In this lecture we will explore several applications of order functions including formulas for GCDs and

### CS 103X: Discrete Structures Homework Assignment 3 Solutions

CS 103X: Discrete Structures Homework Assignment 3 s Exercise 1 (20 points). On well-ordering and induction: (a) Prove the induction principle from the well-ordering principle. (b) Prove the well-ordering

### Taylor Polynomials and Taylor Series Math 126

Taylor Polynomials and Taylor Series Math 26 In many problems in science and engineering we have a function f(x) which is too complicated to answer the questions we d like to ask. In this chapter, we will

### Problem Set 7 - Fall 2008 Due Tuesday, Oct. 28 at 1:00

18.781 Problem Set 7 - Fall 2008 Due Tuesday, Oct. 28 at 1:00 Throughout this assignment, f(x) always denotes a polynomial with integer coefficients. 1. (a) Show that e 32 (3) = 8, and write down a list

### Vocabulary Words and Definitions for Algebra

Name: Period: Vocabulary Words and s for Algebra Absolute Value Additive Inverse Algebraic Expression Ascending Order Associative Property Axis of Symmetry Base Binomial Coefficient Combine Like Terms

### Discrete Mathematics: Solutions to Homework (12%) For each of the following sets, determine whether {2} is an element of that set.

Discrete Mathematics: Solutions to Homework 2 1. (12%) For each of the following sets, determine whether {2} is an element of that set. (a) {x R x is an integer greater than 1} (b) {x R x is the square

### Set theory as a foundation for mathematics

Set theory as a foundation for mathematics Waffle Mathcamp 2011 In school we are taught about numbers, but we never learn what numbers really are. We learn rules of arithmetic, but we never learn why these

### 2 Complex Functions and the Cauchy-Riemann Equations

2 Complex Functions and the Cauchy-Riemann Equations 2.1 Complex functions In one-variable calculus, we study functions f(x) of a real variable x. Likewise, in complex analysis, we study functions f(z)

### Winter Camp 2011 Polynomials Alexander Remorov. Polynomials. Alexander Remorov alexanderrem@gmail.com

Polynomials Alexander Remorov alexanderrem@gmail.com Warm-up Problem 1: Let f(x) be a quadratic polynomial. Prove that there exist quadratic polynomials g(x) and h(x) such that f(x)f(x + 1) = g(h(x)).

### k, then n = p2α 1 1 pα k

Powers of Integers An integer n is a perfect square if n = m for some integer m. Taking into account the prime factorization, if m = p α 1 1 pα k k, then n = pα 1 1 p α k k. That is, n is a perfect square

### Proofs are short works of prose and need to be written in complete sentences, with mathematical symbols used where appropriate.

Advice for homework: Proofs are short works of prose and need to be written in complete sentences, with mathematical symbols used where appropriate. Even if a problem is a simple exercise that doesn t

### U.C. Berkeley CS276: Cryptography Handout 0.1 Luca Trevisan January, 2009. Notes on Algebra

U.C. Berkeley CS276: Cryptography Handout 0.1 Luca Trevisan January, 2009 Notes on Algebra These notes contain as little theory as possible, and most results are stated without proof. Any introductory

### PYTHAGOREAN TRIPLES PETE L. CLARK

PYTHAGOREAN TRIPLES PETE L. CLARK 1. Parameterization of Pythagorean Triples 1.1. Introduction to Pythagorean triples. By a Pythagorean triple we mean an ordered triple (x, y, z) Z 3 such that x + y =

### a 1 x + a 0 =0. (3) ax 2 + bx + c =0. (4)

ROOTS OF POLYNOMIAL EQUATIONS In this unit we discuss polynomial equations. A polynomial in x of degree n, where n 0 is an integer, is an expression of the form P n (x) =a n x n + a n 1 x n 1 + + a 1 x

### Roots and Coefficients of a Quadratic Equation Summary

Roots and Coefficients of a Quadratic Equation Summary For a quadratic equation with roots α and β: Sum of roots = α + β = and Product of roots = αβ = Symmetrical functions of α and β include: x = and

### Pythagorean Triples. Chapter 2. a 2 + b 2 = c 2

Chapter Pythagorean Triples The Pythagorean Theorem, that beloved formula of all high school geometry students, says that the sum of the squares of the sides of a right triangle equals the square of the

### The Rational Numbers

Math 3040: Spring 2011 The Rational Numbers Contents 1. The Set Q 1 2. Addition and multiplication of rational numbers 3 2.1. Definitions and properties. 3 2.2. Comments 4 2.3. Connections with Z. 6 2.4.

### Understanding Basic Calculus

Understanding Basic Calculus S.K. Chung Dedicated to all the people who have helped me in my life. i Preface This book is a revised and expanded version of the lecture notes for Basic Calculus and other

### Chapter 4, Arithmetic in F [x] Polynomial arithmetic and the division algorithm.

Chapter 4, Arithmetic in F [x] Polynomial arithmetic and the division algorithm. We begin by defining the ring of polynomials with coefficients in a ring R. After some preliminary results, we specialize

### Answer Key for California State Standards: Algebra I

Algebra I: Symbolic reasoning and calculations with symbols are central in algebra. Through the study of algebra, a student develops an understanding of the symbolic language of mathematics and the sciences.

### 1. Prove that the empty set is a subset of every set.

1. Prove that the empty set is a subset of every set. Basic Topology Written by Men-Gen Tsai email: b89902089@ntu.edu.tw Proof: For any element x of the empty set, x is also an element of every set since

### The Dirichlet Unit Theorem

Chapter 6 The Dirichlet Unit Theorem As usual, we will be working in the ring B of algebraic integers of a number field L. Two factorizations of an element of B are regarded as essentially the same if

### Algebra II End of Course Exam Answer Key Segment I. Scientific Calculator Only

Algebra II End of Course Exam Answer Key Segment I Scientific Calculator Only Question 1 Reporting Category: Algebraic Concepts & Procedures Common Core Standard: A-APR.3: Identify zeros of polynomials

### Math 504, Fall 2013 HW 3

Math 504, Fall 013 HW 3 1. Let F = F (x) be the field of rational functions over the field of order. Show that the extension K = F(x 1/6 ) of F is equal to F( x, x 1/3 ). Show that F(x 1/3 ) is separable

### PROBLEM SET 6: POLYNOMIALS

PROBLEM SET 6: POLYNOMIALS 1. introduction In this problem set we will consider polynomials with coefficients in K, where K is the real numbers R, the complex numbers C, the rational numbers Q or any other

### Algebraic and Transcendental Numbers

Pondicherry University July 2000 Algebraic and Transcendental Numbers Stéphane Fischler This text is meant to be an introduction to algebraic and transcendental numbers. For a detailed (though elementary)

### Algebra Unpacked Content For the new Common Core standards that will be effective in all North Carolina schools in the 2012-13 school year.

This document is designed to help North Carolina educators teach the Common Core (Standard Course of Study). NCDPI staff are continually updating and improving these tools to better serve teachers. Algebra

### PART I. THE REAL NUMBERS

PART I. THE REAL NUMBERS This material assumes that you are already familiar with the real number system and the representation of the real numbers as points on the real line. I.1. THE NATURAL NUMBERS

### MA257: INTRODUCTION TO NUMBER THEORY LECTURE NOTES

MA257: INTRODUCTION TO NUMBER THEORY LECTURE NOTES 2016 47 4. Diophantine Equations A Diophantine Equation is simply an equation in one or more variables for which integer (or sometimes rational) solutions

### Fractions and Decimals

Fractions and Decimals Tom Davis tomrdavis@earthlink.net http://www.geometer.org/mathcircles December 1, 2005 1 Introduction If you divide 1 by 81, you will find that 1/81 =.012345679012345679... The first

### 13 Infinite Sets. 13.1 Injections, Surjections, and Bijections. mcs-ftl 2010/9/8 0:40 page 379 #385

mcs-ftl 2010/9/8 0:40 page 379 #385 13 Infinite Sets So you might be wondering how much is there to say about an infinite set other than, well, it has an infinite number of elements. Of course, an infinite

### (x + a) n = x n + a Z n [x]. Proof. If n is prime then the map

22. A quick primality test Prime numbers are one of the most basic objects in mathematics and one of the most basic questions is to decide which numbers are prime (a clearly related problem is to find

### 1 Lecture: Integration of rational functions by decomposition

Lecture: Integration of rational functions by decomposition into partial fractions Recognize and integrate basic rational functions, except when the denominator is a power of an irreducible quadratic.

### Quotient Rings and Field Extensions

Chapter 5 Quotient Rings and Field Extensions In this chapter we describe a method for producing field extension of a given field. If F is a field, then a field extension is a field K that contains F.

### Solutions for Practice problems on proofs

Solutions for Practice problems on proofs Definition: (even) An integer n Z is even if and only if n = 2m for some number m Z. Definition: (odd) An integer n Z is odd if and only if n = 2m + 1 for some

### SECTION 10-2 Mathematical Induction

73 0 Sequences and Series 6. Approximate e 0. using the first five terms of the series. Compare this approximation with your calculator evaluation of e 0.. 6. Approximate e 0.5 using the first five terms

### Math 4310 Handout - Quotient Vector Spaces

Math 4310 Handout - Quotient Vector Spaces Dan Collins The textbook defines a subspace of a vector space in Chapter 4, but it avoids ever discussing the notion of a quotient space. This is understandable

### We now explore a third method of proof: proof by contradiction.

CHAPTER 6 Proof by Contradiction We now explore a third method of proof: proof by contradiction. This method is not limited to proving just conditional statements it can be used to prove any kind of statement

### Real Roots of Univariate Polynomials with Real Coefficients

Real Roots of Univariate Polynomials with Real Coefficients mostly written by Christina Hewitt March 22, 2012 1 Introduction Polynomial equations are used throughout mathematics. When solving polynomials

### MATHEMATICS (CLASSES XI XII)

MATHEMATICS (CLASSES XI XII) General Guidelines (i) All concepts/identities must be illustrated by situational examples. (ii) The language of word problems must be clear, simple and unambiguous. (iii)

### Finite Fields and Error-Correcting Codes

Lecture Notes in Mathematics Finite Fields and Error-Correcting Codes Karl-Gustav Andersson (Lund University) (version 1.013-16 September 2015) Translated from Swedish by Sigmundur Gudmundsson Contents

### SECTION 0.6: POLYNOMIAL, RATIONAL, AND ALGEBRAIC EXPRESSIONS

(Section 0.6: Polynomial, Rational, and Algebraic Expressions) 0.6.1 SECTION 0.6: POLYNOMIAL, RATIONAL, AND ALGEBRAIC EXPRESSIONS LEARNING OBJECTIVES Be able to identify polynomial, rational, and algebraic

### 4. An isosceles triangle has two sides of length 10 and one of length 12. What is its area?

1 1 2 + 1 3 + 1 5 = 2 The sum of three numbers is 17 The first is 2 times the second The third is 5 more than the second What is the value of the largest of the three numbers? 3 A chemist has 100 cc of

### Factoring Polynomials

Factoring Polynomials Sue Geller June 19, 2006 Factoring polynomials over the rational numbers, real numbers, and complex numbers has long been a standard topic of high school algebra. With the advent

### it is easy to see that α = a

21. Polynomial rings Let us now turn out attention to determining the prime elements of a polynomial ring, where the coefficient ring is a field. We already know that such a polynomial ring is a UF. Therefore

### Some Polynomial Theorems. John Kennedy Mathematics Department Santa Monica College 1900 Pico Blvd. Santa Monica, CA 90405 rkennedy@ix.netcom.

Some Polynomial Theorems by John Kennedy Mathematics Department Santa Monica College 1900 Pico Blvd. Santa Monica, CA 90405 rkennedy@ix.netcom.com This paper contains a collection of 31 theorems, lemmas,

### Section 6-2 Mathematical Induction

6- Mathematical Induction 457 In calculus, it can be shown that e x k0 x k k! x x x3!! 3!... xn n! where the larger n is, the better the approximation. Problems 6 and 6 refer to this series. Note that

### Cartesian Products and Relations

Cartesian Products and Relations Definition (Cartesian product) If A and B are sets, the Cartesian product of A and B is the set A B = {(a, b) :(a A) and (b B)}. The following points are worth special

### Multiplicity. Chapter 6

Chapter 6 Multiplicity The fundamental theorem of algebra says that any polynomial of degree n 0 has exactly n roots in the complex numbers if we count with multiplicity. The zeros of a polynomial are

### Math Review. for the Quantitative Reasoning Measure of the GRE revised General Test

Math Review for the Quantitative Reasoning Measure of the GRE revised General Test www.ets.org Overview This Math Review will familiarize you with the mathematical skills and concepts that are important

### I. GROUPS: BASIC DEFINITIONS AND EXAMPLES

I GROUPS: BASIC DEFINITIONS AND EXAMPLES Definition 1: An operation on a set G is a function : G G G Definition 2: A group is a set G which is equipped with an operation and a special element e G, called

### THE FUNDAMENTAL THEOREM OF ALGEBRA VIA PROPER MAPS

THE FUNDAMENTAL THEOREM OF ALGEBRA VIA PROPER MAPS KEITH CONRAD 1. Introduction The Fundamental Theorem of Algebra says every nonconstant polynomial with complex coefficients can be factored into linear

### Foundations of Mathematics I Set Theory (only a draft)

Foundations of Mathematics I Set Theory (only a draft) Ali Nesin Mathematics Department Istanbul Bilgi University Kuştepe Şişli Istanbul Turkey anesin@bilgi.edu.tr February 12, 2004 2 Contents I Naive

### 1. Determine all real numbers a, b, c, d that satisfy the following system of equations.

altic Way 1999 Reykjavík, November 6, 1999 Problems 1. etermine all real numbers a, b, c, d that satisfy the following system of equations. abc + ab + bc + ca + a + b + c = 1 bcd + bc + cd + db + b + c

### 6 EXTENDING ALGEBRA. 6.0 Introduction. 6.1 The cubic equation. Objectives

6 EXTENDING ALGEBRA Chapter 6 Extending Algebra Objectives After studying this chapter you should understand techniques whereby equations of cubic degree and higher can be solved; be able to factorise

### Algebra I Vocabulary Cards

Algebra I Vocabulary Cards Table of Contents Expressions and Operations Natural Numbers Whole Numbers Integers Rational Numbers Irrational Numbers Real Numbers Absolute Value Order of Operations Expression

### The last three chapters introduced three major proof techniques: direct,

CHAPTER 7 Proving Non-Conditional Statements The last three chapters introduced three major proof techniques: direct, contrapositive and contradiction. These three techniques are used to prove statements

### MATH 2300 review problems for Exam 3 ANSWERS

MATH 300 review problems for Exam 3 ANSWERS. Check whether the following series converge or diverge. In each case, justify your answer by either computing the sum or by by showing which convergence test

### We give a basic overview of the mathematical background required for this course.

1 Background We give a basic overview of the mathematical background required for this course. 1.1 Set Theory We introduce some concepts from naive set theory (as opposed to axiomatic set theory). The

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

Limits and continuity Suppose that we have a function f : R R. Let a R. We say that f(x) tends to the limit l as x tends to a; lim f(x) = l ; x a if, given any real number ɛ > 0, there exists a real number

### Algebra 1 Course Title

Algebra 1 Course Title Course- wide 1. What patterns and methods are being used? Course- wide 1. Students will be adept at solving and graphing linear and quadratic equations 2. Students will be adept

### Chapter 8. Exponential and Logarithmic Functions

Chapter 8 Exponential and Logarithmic Functions This unit defines and investigates exponential and logarithmic functions. We motivate exponential functions by their similarity to monomials as well as their

### Congruent Numbers, the Rank of Elliptic Curves and the Birch and Swinnerton-Dyer Conjecture. Brad Groff

Congruent Numbers, the Rank of Elliptic Curves and the Birch and Swinnerton-Dyer Conjecture Brad Groff Contents 1 Congruent Numbers... 1.1 Basic Facts............................... and Elliptic Curves.1

### 13. Write the decimal approximation of 9,000,001 9,000,000, rounded to three significant

æ If 3 + 4 = x, then x = 2 gold bar is a rectangular solid measuring 2 3 4 It is melted down, and three equal cubes are constructed from this gold What is the length of a side of each cube? 3 What is the

### Functions and Equations

Centre for Education in Mathematics and Computing Euclid eworkshop # Functions and Equations c 014 UNIVERSITY OF WATERLOO Euclid eworkshop # TOOLKIT Parabolas The quadratic f(x) = ax + bx + c (with a,b,c

### Math 120 Final Exam Practice Problems, Form: A

Math 120 Final Exam Practice Problems, Form: A Name: While every attempt was made to be complete in the types of problems given below, we make no guarantees about the completeness of the problems. Specifically,

### Mathematical Procedures

CHAPTER 6 Mathematical Procedures 168 CHAPTER 6 Mathematical Procedures The multidisciplinary approach to medicine has incorporated a wide variety of mathematical procedures from the fields of physics,

### Induction. Margaret M. Fleck. 10 October These notes cover mathematical induction and recursive definition

Induction Margaret M. Fleck 10 October 011 These notes cover mathematical induction and recursive definition 1 Introduction to induction At the start of the term, we saw the following formula for computing

### 3. Mathematical Induction

3. MATHEMATICAL INDUCTION 83 3. Mathematical Induction 3.1. First Principle of Mathematical Induction. Let P (n) be a predicate with domain of discourse (over) the natural numbers N = {0, 1,,...}. If (1)

### CHAPTER 3 Numbers and Numeral Systems

CHAPTER 3 Numbers and Numeral Systems Numbers play an important role in almost all areas of mathematics, not least in calculus. Virtually all calculus books contain a thorough description of the natural,

### Introduction to Algebraic Geometry. Bézout s Theorem and Inflection Points

Introduction to Algebraic Geometry Bézout s Theorem and Inflection Points 1. The resultant. Let K be a field. Then the polynomial ring K[x] is a unique factorisation domain (UFD). Another example of a

### Higher Education Math Placement

Higher Education Math Placement Placement Assessment Problem Types 1. Whole Numbers, Fractions, and Decimals 1.1 Operations with Whole Numbers Addition with carry Subtraction with borrowing Multiplication

### Course Notes for Math 162: Mathematical Statistics Approximation Methods in Statistics

Course Notes for Math 16: Mathematical Statistics Approximation Methods in Statistics Adam Merberg and Steven J. Miller August 18, 6 Abstract We introduce some of the approximation methods commonly used

### FIRST YEAR CALCULUS. Chapter 7 CONTINUITY. It is a parabola, and we can draw this parabola without lifting our pencil from the paper.

FIRST YEAR CALCULUS WWLCHENW L c WWWL W L Chen, 1982, 2008. 2006. This chapter originates from material used by the author at Imperial College, University of London, between 1981 and 1990. It It is is

### PRE-CALCULUS GRADE 12

PRE-CALCULUS GRADE 12 [C] Communication Trigonometry General Outcome: Develop trigonometric reasoning. A1. Demonstrate an understanding of angles in standard position, expressed in degrees and radians.