List of results
Inequalities, Finite Sums, and Real Powers
1.1 Finite Sums
- Proposition 1.1.1 Laws of Powers in a Commutative Ring
- Lemma 1.1.2 Natural Multiples in a Commutative Ring
- Lemma 1.1.3 Finite Sums in a Commutative Ring
- Proposition 1.1.4 Reindexing a Finite Sum
- Example Odd numbers by reversal
- Proposition 1.1.5 Comparing Sums Termwise
- Proposition 1.1.6 Double Sums over a Rectangle
- Theorem 1.1.7 Telescoping Sums and Products
- Example A telescoping sum
- Example Method: telescoping
- Lemma 1.1.8 Difference of Powers
- Example The sum of the squares
- Exercise A1
- Exercise B1: Telescoping computations
- Exercise B2: Prove or disprove
- Exercise B3: Name the method
- Exercise B4: Find the error
- Exercise C1: The sum of the cubes
1.2 The Binomial Theorem
- Definition 1.2.1 Binomial Coefficients
- Proposition 1.2.1 Absorption Identity
- Proposition 1.2.2 Binomial Coefficients and Factorials
- Theorem 1.2.3 The Binomial Theorem in a Commutative Ring
- Example Three expansions
- Corollary 1.2.4 Binomial Sums and Lower Bounds
- Example A lower bound for powers of two
- Example An absorbed sum
- Exercise A1
- Exercise B1: Expansions
- Exercise B2: An absorbed sum
- Exercise B3: A numerical lower bound
- Exercise C1: Chapter check: absorption twice
1.3 Inequalities for Sums and Products
- Lemma 1.3.1 Strict Bernoulli Inequality
- Proposition 1.3.2 Products of Factors Below One
- Theorem 1.3.3 Arithmetic and Geometric Means
- Example Method: bound a product by a power
- Example A bound for n factorial
- Example The compound-interest sequence increases
- Exercise A1
- Exercise B1: Apply the means
- Exercise B2: Prove or disprove
- Exercise B3: A product near one
- Exercise C1: Find the error
1.4 Estimates for Limits
- Example A first estimate in
- Example Method: keep the dominant term
- Example A limit that is not zero
- Proposition 1.4.1 Geometric Sequences Tend to Zero
- Example Method: bound a power from below
- Proposition 1.4.2 Powers Beat n
- Example Factorials beat powers of two
- Exercise A1
- Exercise B1: Say which method, then complete it
- Exercise B2: Put the proof in order
- Exercise B3: Prove or disprove
- Exercise C1: Chapter check: a rational limit
- Exercise C2: Squares over powers
1.5 Roots and Rational Powers
- Lemma 1.5.1 Real n-th Roots
- Lemma 1.5.2 Rules for n-th Roots
- Definition 1.5.1 Integer Powers
- Proposition 1.5.3 Laws of Integer Powers
- Definition 1.5.2 Rational Powers
- Proposition 1.5.4 Rational Powers Are Well Defined
- Proposition 1.5.5 Laws of Rational Powers
- Example Rational powers by hand
- Corollary 1.5.6 Geometric Mean Below Arithmetic Mean
- Proposition 1.5.7 Two Root Estimates
- Example Roots tend to one
- Exercise A1
- Exercise B1: Simplify
- Exercise B2: Compare without a calculator
- Exercise B3: An explicit N
- Exercise C1: Chapter check: powers of a base below one
- Exercise C2: The compound sequence is bounded
- Exercise R1
- Exercise R2
- Exercise R3
Divisibility and Congruences
2.1 The Greatest Common Divisor, Bézout, and the Euclidean Algorithm
- Definition 2.1.1 Integer Combinations
- Definition 2.1.2 Greatest Common Divisor
- Theorem 2.1.1 Bézout’s Theorem
- Definition 2.1.3 Coprime Integers
- Corollary 2.1.2 Coprime Means 1 Is a Combination
- Lemma 2.1.3 One Step of the Euclidean Algorithm
- Theorem 2.1.4 The Euclidean Algorithm
- Example Two runs of the algorithm
- Exercise A1
- Exercise B1
- Exercise B2
- Exercise B3: The algorithm stops quickly
- Exercise C1: Exit check: Bézout
- Exercise C2: Scaling the gcd
2.2 Euclid's Lemma and the Fundamental Theorem of Arithmetic
- Theorem 2.2.1 Euclid’s Lemma
- Definition 2.2.1 List, Product of a List, Prime Factorization
- Corollary 2.2.2 A Prime Dividing a Product
- Proposition 2.2.3 Coprime Divisors of a Number
- Lemma 2.2.4 The Least Divisor Is Prime
- Theorem 2.2.5 Fundamental Theorem of Arithmetic
- Proposition 2.2.6 Lowest Terms
- Exercise A1
- Exercise B1: Put the proof in order
- Exercise B2: The least common multiple
- Exercise B3: Two factorizations and a gcd
- Exercise C1: Chapter check: unique factorization
- Exercise C2: Find the error
- Exercise C3: There is no last prime
2.3 Ideals, Quotient Rings, and the Integers Modulo n
- Definition 2.3.1 Ideal
- Theorem 2.3.1 Quotient Ring by an Ideal
- Theorem 2.3.2 Ideals of the Integers
- Definition 2.3.2 The Integers Modulo n
- Theorem 2.3.3 The Ring of Integers Modulo n
- Example Multiplication modulo six and modulo five
- Exercise A1
- Exercise B1: The ring with four elements
- Exercise B2: Determine which
- Exercise C1: Changing the modulus
- Exercise C2: Closed under subtraction
2.4 Units, Prime Moduli, and the Chinese Remainder Theorem
- Definition 2.4.1 Unit of a Commutative Ring
- Theorem 2.4.1 Units Modulo n
- Example Inverting a class modulo sixty
- Theorem 2.4.2 The Integers Modulo n Form a Field Exactly When n Is Prime
- Theorem 2.4.3 Chinese Remainder Theorem for Two Moduli
- Example Two remainders at once, and two failures
- Exercise A1
- Exercise B1
- Exercise B2
- Exercise B3
- Exercise C1: Exit check: units and the field
- Exercise C2: Find the error
- Exercise C3
- Exercise R1
- Exercise R2
- Exercise R3
- Exercise R4
Complex Numbers
3.1 The Complex Numbers as Pairs of Reals
- Definition 3.1.1 Complex Numbers
- Proposition 3.1.1 The Real Numbers inside the Complex Numbers
- Example First Computations in
- Proposition 3.1.2 Arithmetic Laws in
- Exercise A1
- Exercise B1: Powers of
- Exercise B2
- Exercise B3: The zero divisors of the minimal change
- Exercise C1: There is only one way to adjoin a square root of minus one
3.2 Conjugate, Modulus, and Division
- Definition 3.2.1 Conjugate and Modulus
- Proposition 3.2.1 The Modulus Extends the Absolute Value
- Theorem 3.2.2 Properties of Conjugation and Modulus
- Proposition 3.2.3 Inverse of a Complex Number
- Theorem 3.2.4 The Complex Numbers Form a Field
- Example Dividing Complex Numbers
- Exercise A1
- Exercise B1: Arithmetic
- Exercise B2
- Exercise B3
- Exercise C1: Exit check: the complex numbers form a field
- Exercise C2: Gaussian rationals
3.3 The Triangle Inequality
- Lemma 3.3.1 Real and Imaginary Parts against the Modulus
- Theorem 3.3.2 Triangle Inequality for Complex Numbers
- Corollary 3.3.3 Variants of the Triangle Inequality
- Exercise A1
- Exercise B1: The equality case
- Exercise B2: A distance that does not change
- Exercise B3
- Exercise C1: Exit check: the triangle inequality
- Exercise C2: Inside the unit disc
3.4 Square Roots, Quadratic Equations, and the Missing Order
- Proposition 3.4.1 Square Roots of Complex Numbers
- Example Square Roots of
- Corollary 3.4.2 Quadratic Formula over the Complex Numbers
- Proposition 3.4.3 The Complex Numbers Cannot Be Ordered
- Exercise A1
- Exercise B1
- Exercise B2: Put the proof in order
- Exercise B3
- Exercise C1: Find the error
- Exercise C2: A second proof that there is no order
3.5 The Unit Circle and Polar Form
- Proposition 3.5.1 The Unit Circle
- Axiom 3.5.2 What This Volume Borrows about Cosine and Sine
- Definition 3.5.1 Polar Form
- Theorem 3.5.3 Multiplication in Polar Form
- Proposition 3.5.4 Existence and Uniqueness of Polar Form
- Theorem 3.5.5 De Moivre’s Formula
- Example Special Angles
- Example A Power via Polar Form
- Exercise A1
- Exercise B1
- Exercise B2: Symmetries of Cosine and Sine
- Exercise B3
- Exercise C1: Triple Angles and Negative Powers
- Exercise C2: Points on the Circle without Angles
3.6 Higher Roots, Roots of Unity, and a Look Ahead
- Theorem 3.6.1 n-th Roots of a Complex Number
- Example Roots of Unity
- Proposition 3.6.2 Sums of Roots of Unity
- Proposition 3.6.3 Real Coefficients and Conjugate Roots
- Exercise A1
- Exercise B1
- Exercise B2
- Exercise B3
- Exercise C1: Exit check: n-th roots
- Exercise C2: Find the error
- Exercise R1
- Exercise R2
- Exercise R3
- Exercise R4
Fields
4.1 The Field Axioms and the First Examples
- Definition 4.1.1 Field
- Theorem 4.1.1 Basic Properties of Fields
- Corollary 4.1.2 Equal Squares
- Proposition 4.1.3 Linear Equations in a Field
- Example The Fields
, and - Example A New Multiplication on
- Example Four Systems That Are Not Fields
- Exercise A1
- Exercise B1
- Exercise B2
- Exercise B3: Which Are Fields?
- Exercise C1: Exit check: rules from the axioms
- Exercise C2: Find the error
4.2 Finite Fields from Modular Arithmetic
- Example Arithmetic on
and the Field - Lemma 4.2.1 Bézout’s Lemma for Integers
- Theorem 4.2.2
Is a Field Exactly for Prime - Definition 4.2.1 The Field
- Example Inverses in
and in - Example Elimination over
- Exercise A1
- Exercise B1
- Exercise B2: Which Are Fields?
- Exercise B3
- Exercise C1: A Field with Four Elements
- Exercise C2: Find the error
- Exercise C3
4.3 Subfields
- Definition 4.3.1 Subfield
- Proposition 4.3.1 The Subfield Test
- Example The Field Generated by the Square Root of Two
- Example Rational and Integer Complex Numbers
- Proposition 4.3.2 Intersections of Subfields
- Definition 4.3.2 Prime Subfield
- Exercise A1
- Exercise B1: Putting a proof in order
- Exercise B2
- Exercise B3
- Exercise B4
- Exercise C1: A finite subset closed under the operations
- Exercise C2: Find the error
4.4 Field Homomorphisms
- Definition 4.4.1 Field Homomorphism
- Proposition 4.4.1 Properties of Field Homomorphisms
- Example Conjugation and Other Automorphisms
- Example Pairs of Fields with No Homomorphism
- Exercise A1
- Exercise B1: Images of quotients
- Exercise B2: The automorphisms of the rational complex numbers
- Exercise B3
- Exercise B4: The fixed field
- Exercise C1: Isomorphic fields have the same square roots of minus one
- Exercise C2: Find the error
4.5 Integer Multiples, the Characteristic, and the Prime Subfield
- Lemma 4.5.1 Integer Multiples
- Definition 4.5.1 Characteristic
- Proposition 4.5.2 The Characteristic Divides Every Vanishing Multiple
- Example Completing the square in
- Theorem 4.5.3 The Characteristic Is Zero or a Prime
- Proposition 4.5.4 Subfields and Homomorphisms Preserve the Characteristic
- Example The characteristics of the standard fields
- Theorem 4.5.5 The Prime Subfield
- Corollary 4.5.6 Homomorphisms Respect the Prime Subfield
- Corollary 4.5.7 A Finite Field Has Prime Characteristic
- Exercise A1
- Exercise B1: Reducing multiples
- Exercise B2: Completing the square
- Exercise B3: When the integers embed
- Exercise C1: Exit check: the characteristic
- Exercise C2: Find the error
- Exercise C3: The four-element field
4.6 The Binomial Theorem, the Frobenius Map, and Fermat's Little Theorem
- Lemma 4.6.1 A Prime Divides the Middle Binomial Coefficients
- Theorem 4.6.2 The Frobenius Homomorphism
- Theorem 4.6.3 Fermat’s Little Theorem
- Example Powers and inverses in prime fields
- Exercise A1
- Exercise B1
- Exercise B2
- Exercise B3
- Exercise C1: Exit check: the Frobenius identity
- Exercise C2: Fermat by induction
- Exercise C3: Roots of order p
- Exercise R1
- Exercise R2
- Exercise R3
- Exercise R4
Groups, Subgroups, and Homomorphisms
5.1 Groups
- Definition 5.1.1 Group
- Example Groups
- Example Not Groups
- Theorem 5.1.1 Basic Properties of Groups
- Definition 5.1.2 Product of a List
- Proposition 5.1.2 Laws for Products of Lists
- Definition 5.1.3 Integer Powers
- Proposition 5.1.3 Power Laws in a Group
- Proposition 5.1.4 The Units Form a Group
- Exercise A1
- Exercise B1: Groups or not
- Exercise B2: An element equal to its square
- Exercise B3: Powers of a conjugate
- Exercise C1: Exit check: the basic laws of a group
- Exercise C2: Find the error
- Exercise C3: Rearranging in an abelian group
5.2 Subgroups and the Subgroups of the Integers
- Definition 5.2.1 Subgroup
- Theorem 5.2.1 Subgroup Test
- Example Subgroups
- Proposition 5.2.2 Intersections of Subgroups
- Definition 5.2.2 Subgroup Generated by an Element
- Proposition 5.2.3 The Subgroup Generated by an Element
- Theorem 5.2.4 Subgroups of the Integers
- Exercise A1
- Exercise B1: Put the proof in order
- Exercise B2: Subgroups of the integers modulo twelve
- Exercise B3: Integer combinations, once more
- Exercise C1: Finite subsets closed under products
- Exercise C2: Exit check: subgroups of the integers
- Exercise C3: Inclusions and intersections
5.3 Homomorphisms and Isomorphisms
- Definition 5.3.1 Group Homomorphism
- Example Homomorphisms
- Theorem 5.3.1 Basic Properties of Homomorphisms
- Proposition 5.3.2 Composites and Inverses of Homomorphisms
- Proposition 5.3.3 Injective Exactly When the Kernel Is Trivial
- Example Isomorphic and Non-Isomorphic Small Groups
- Exercise A1
- Exercise B1
- Exercise B2
- Exercise B3
- Exercise C1
- Exercise C2
5.4 Permutations and Cycle Notation
- Definition 5.4.1 Permutations and the Symmetric Group
- Definition 5.4.2 Cycle, Transposition
- Example Computing with Cycles
- Lemma 5.4.1 Permutations Fixing the Last Point
- Proposition 5.4.2 The Symmetric Group Has n! Elements
- Proposition 5.4.3 Disjoint Permutations Commute
- Theorem 5.4.4 Disjoint Cycle Decomposition
- Exercise A1
- Exercise B1: The table of
- Exercise B2: Counting cycles
- Exercise B3: The rotations of a square
- Exercise C1: Dropping “disjoint”
- Exercise C2: Powers of disjoint cycles
5.5 Transpositions Generate the Symmetric Group
- Proposition 5.5.1 A Cycle Is a Product of Transpositions
- Theorem 5.5.2 Transpositions Generate
- Corollary 5.5.3 Adjacent Transpositions Generate
- Exercise A1
- Exercise B1
- Exercise B2
- Exercise C1: Exit check: transpositions generate
- Exercise C2: Find the error
- Exercise C3
- Exercise R1
- Exercise R2
- Exercise R3
- Exercise R4
Formal Polynomials
6.1 Polynomials as Coefficient Sequences
- Definition 6.1.1 Polynomial
- Example Reading off coefficient sequences
- Lemma 6.1.1 Finite Sums, Powers and Multiples
- Exercise A1
- Exercise B1: Polynomials of bounded length as tuples
- Exercise B2: Determine which
- Exercise C1: Finitely many, in the sense of finite sets
6.2 The Polynomial Ring
- Definition 6.2.1 The Polynomial Ring
- Example A product, coefficient by coefficient
- Proposition 6.2.1 A Polynomial Is the Sum of Its Monomials
- Lemma 6.2.2 Multiplying by a Monomial
- Lemma 6.2.3 Check on Monomials
- Theorem 6.2.4 The Polynomial Ring Is a Commutative Ring
- Exercise A1
- Exercise B1: A product over two rings
- Exercise B2: Changing the sign of x
- Exercise C1: Exit check: the ring laws
- Exercise C2: Formal power series
6.3 Degree, Leading Coefficients, and Integral Domains
- Definition 6.3.1 Degree, Leading Coefficient, Monic
- Theorem 6.3.1 Degree of a Sum
- Theorem 6.3.2 Degree of a Product
- Definition 6.3.2 Integral Domain
- Example Which Rings Are Integral Domains
- Corollary 6.3.3 Polynomial Rings over Integral Domains
- Proposition 6.3.4 Units of a Polynomial Ring
- Definition 6.3.3 Polynomials of Degree at Most n
- Example Membership in Polynomials of Bounded Degree
- Definition 6.3.4 Polynomials of Degree Exactly n
- Example Comparing the Two Sets
- Exercise A1
- Exercise B1: Put the proof in order
- Exercise B2: Units in polynomial rings
- Exercise B3: Counting polynomials over a finite field
- Exercise C1: Exit check: polynomial rings over integral domains
- Exercise C2: Find the error
6.4 Evaluation, Substitution, and Polynomial Functions
- Definition 6.4.1 Evaluation, Root, Polynomial Function
- Theorem 6.4.1 Evaluation Respects the Operations
- Definition 6.4.2 Ring Homomorphism
- Example Ring Homomorphisms and Two Impostors
- Theorem 6.4.2 Substitution Principle
- Corollary 6.4.3 Changing the Coefficient Ring
- Definition 6.4.3 Composition of Polynomials
- Proposition 6.4.4 Polynomials and Their Functions
- Example Different Polynomials, Equal Functions
- Exercise A1
- Exercise B1: The degree of a composition
- Exercise B2: All polynomials of degree at most two over the field with two elements
- Exercise B3: Shifting the variable
- Exercise C1: Exit check: the substitution principle
- Exercise C2: Composition is associative
- Exercise C3: The factor theorem over any commutative ring
- Exercise C4: A second proof of Fermat’s little theorem
6.5 The Formal Derivative
- Definition 6.5.1 Formal Derivative
- Example Formal derivatives in five rings
- Theorem 6.5.1 Rules for the Formal Derivative
- Proposition 6.5.2 When the Formal Derivative Is Zero
- Exercise A1
- Exercise B1: The chain rule
- Exercise B2: Higher derivatives
- Exercise C1: Derivations
- Exercise C2: Find the error
- Exercise R1
- Exercise R2
- Exercise R3
- Exercise R4
Polynomials over a Field
7.1 Division with Remainder
- Definition 7.1.1 Divisibility of Polynomials
- Proposition 7.1.1 Rules for Divisibility of Polynomials
- Theorem 7.1.2 Division with Remainder in
- Example Long division in two fields
- Theorem 7.1.3 Remainder Theorem and Factor Theorem
- Example Remainders without dividing
- Exercise A1
- Exercise B1: Two long divisions
- Exercise B2: A factor of a difference of powers
- Exercise B3: One remainder over every field
- Exercise C1: Monic divisors keep integer coefficients
- Exercise C2: The remainder modulo a quadratic with known roots
7.2 Ideals, the Greatest Common Divisor, and the Euclidean Algorithm
- Definition 7.2.1 Ideal Generated by Polynomials
- Theorem 7.2.1 Ideals of
Are Principal - Definition 7.2.2 Greatest Common Divisor of Polynomials
- Theorem 7.2.2 Bézout’s Theorem for Polynomials
- Definition 7.2.3 Coprime Polynomials
- Corollary 7.2.3 Coprime Means 1 Is a Combination
- Lemma 7.2.4 One Step of the Euclidean Algorithm
- Theorem 7.2.5 The Euclidean Algorithm for Polynomials
- Example A run of the Euclidean algorithm
- Proposition 7.2.6 Division and gcd Do Not Depend on the Field
- Exercise A1
- Exercise B1: A gcd and its common root
- Exercise B2: A gcd over the field with two elements
- Exercise C1: Exit check: ideals of
and Bézout - Exercise C2: Scaling the gcd
- Exercise C3: The gcd of two binomials
7.3 Irreducible Polynomials and Unique Factorization
- Definition 7.3.1 Irreducible Polynomial
- Proposition 7.3.1 Irreducibility in Low Degree
- Theorem 7.3.2 Euclid’s Lemma for Polynomials
- Corollary 7.3.3 An Irreducible Dividing a Product
- Proposition 7.3.4 Coprime Divisors of a Polynomial
- Lemma 7.3.5 An Irreducible Factor Exists
- Theorem 7.3.6 Unique Factorization of Polynomials
- Example The Factorizations of
- Theorem 7.3.7 Rational Root Test
- Example A Cubic with No Rational Root
- Exercise A1
- Exercise B1: Determine which
- Exercise B2: The polynomials vanishing at the square root of two
- Exercise B3: The small irreducibles over the two-element field
- Exercise C1: Exit check: unique factorization
- Exercise C2: Find the error
- Exercise C3: Infinitely many irreducibles
- Exercise C4: Greatest common divisor and least common multiple
7.4 Roots, Multiplicity, and the Formal Derivative
- Theorem 7.4.1 Counting Roots
- Theorem 7.4.2 Polynomials Determined by Values
- Example Polynomial Functions over a Finite Field
- Theorem 7.4.3 Expansion in Powers of
- Definition 7.4.1 Multiplicity of a Root
- Lemma 7.4.4 Multiplicity through the Cofactor
- Proposition 7.4.5 Multiplicity of a Product
- Theorem 7.4.6 Splitting Off All Roots
- Definition 7.4.2 Splitting over a Field
- Example Multiplicities by Repeated Division
- Theorem 7.4.7 Repeated Roots and the Derivative
- Corollary 7.4.8 Repeated Factors and the Greatest Common Divisor
- Exercise A1
- Exercise B1: Put the proof in order
- Exercise B2: Expansions at a point
- Exercise B3: Functions on a finite field
- Exercise C1: The coefficients as derivatives
- Exercise C2: Repeated factors through the gcd
7.5 Interpolation, Quotient Rings, and the Chinese Remainder Theorem
- Definition 7.5.1 Lagrange Polynomials
- Theorem 7.5.1 Lagrange Interpolation
- Example A cubic through four points
- Definition 7.5.2 Congruence Modulo a Polynomial
- Theorem 7.5.2 The Ring of Polynomials Modulo m
- Theorem 7.5.3 The Quotient Is a Field Exactly When m Is Irreducible
- Example A field with four elements, and the complex numbers again
- Lemma 7.5.4 Coprime to Each Factor, Coprime to the Product
- Theorem 7.5.5 Chinese Remainder Theorem for Polynomials
- Proposition 7.5.6 Interpolation Is the Chinese Remainder Theorem for Linear Moduli
- Example A linear and a quadratic modulus
- Example Values and derivatives at once
- Exercise A1
- Exercise B1
- Exercise B2
- Exercise B3
- Exercise C1: Two routes to the same theorem
- Exercise C2: Every function on a prime field is a polynomial
7.6 The Fundamental Theorem of Algebra
- Lemma 7.6.1 Growth of a Complex Polynomial
- Lemma 7.6.2 A Lipschitz Bound for a Complex Polynomial
- Theorem 7.6.3 The Modulus of a Complex Polynomial Attains Its Minimum
- Lemma 7.6.4 A Direction with Negative Real Part
- Lemma 7.6.5 d’Alembert’s Lemma
- Example One step of descent
- Theorem 7.6.6 Fundamental Theorem of Algebra
- Corollary 7.6.7 Complex Polynomials Split
- Example Factoring a quartic over the reals and over the complex numbers
- Proposition 7.6.8 Conjugate Roots of Real Polynomials
- Corollary 7.6.9 The Irreducible Real Polynomials
- Theorem 7.6.10 Factorization of Real Polynomials
- Corollary 7.6.11 Real Polynomials of Odd Degree Have a Real Root
- Exercise A1
- Exercise B1
- Exercise B2
- Exercise B3
- Exercise C1: Exit check: the descent and the theorem
- Exercise C2: Faded: the real polynomials vanishing at a non-real number
- Exercise C3: Find the error
- Exercise R1
- Exercise R2
- Exercise R3
- Exercise R4
Real Functions and Their Graphs
8.1 Real Functions and Their Graphs
- Definition 8.1.1 Real Function, Graph
- Example First Real Functions
- Proposition 8.1.1 Vertical Line Test
- Definition 8.1.2 Operations on Real Functions
- Definition 8.1.3 Polynomial Function, Rational Function
- Example Method: reading a graph as a set of pairs
- Proposition 8.1.2 Moving a Graph
- Definition 8.1.4 Even and Odd Functions
- Proposition 8.1.3 Even and Odd Parts
- Exercise A1
- Exercise A2: Is this legal? Is it useful?
- Exercise B1
- Exercise B2
- Exercise B3
- Exercise B4: Prove or disprove
- Exercise C1: Additive functions, used later
8.2 Monotone Functions and Inverse Functions
- Definition 8.2.1 Monotone Function
- Example Method: factor out y − x
- Example A quotient of two increasing functions
- Example The squashing function
- Proposition 8.2.1 Rules for Monotone Functions
- Proposition 8.2.2 Strictly Monotone Functions Reflect the Order
- Example Injective but not monotone
- Theorem 8.2.3 Inverse of a Strictly Monotone Function
- Example Roots as inverse functions
- Example A strictly increasing function with a jump
- Exercise A1
- Exercise A2
- Exercise B1
- Exercise B2: Prove or disprove
- Exercise B3
- Exercise C1: Find the error
- Exercise C2, used later
8.3 Bounded Functions and Their Suprema
- Proposition 8.3.1 Infimum by Reflection
- Proposition 8.3.2 The Epsilon Test for a Supremum
- Definition 8.3.1 Bounded Function
- Definition 8.3.2 Supremum and Infimum of a Function
- Example Method: bound every value, then find a witness
- Example A supremum that is not attained
- Example A supremum that is attained
- Theorem 8.3.3 Rules for Suprema of Functions
- Proposition 8.3.4 The Spread of Values
- Example Polynomials of positive degree are unbounded
- Proposition 8.3.5 Iterated Suprema
- Exercise A1
- Exercise B1
- Exercise B2: Prove or disprove
- Exercise B3
- Exercise B4: Find the error
- Exercise C1: Chapter check: the supremum of a square
- Exercise C2
8.4 Floor, Distance to the Integers, and Step Functions
- Definition 8.4.1 Floor, Ceiling, Fractional Part
- Example Method: pin the floor by its inequality
- Proposition 8.4.1 Rules for the Floor
- Definition 8.4.2 Distance to the Integers
- Proposition 8.4.2 Distance to the Integers
- Definition 8.4.3 Periodic Function
- Definition 8.4.4 Step Function
- Proposition 8.4.3 Step Functions Are Closed Under the Operations
- Exercise A1
- Exercise A2
- Exercise B1: Prove or disprove
- Exercise B2: Counting multiples
- Exercise B3
- Exercise C1: A sum of floors
- Exercise C2: Multiplying the distance
8.5 The Exponential, the Logarithm, and Real Powers
- Axiom 8.5.1 What This Volume Borrows about the Exponential
- Proposition 8.5.2 First Consequences of the Addition Rule and the Tangent-Line Bound
- Example Method: squeeze, then close the gap by Archimedes
- Theorem 8.5.3 The Exponential Is Determined by Its Addition Rule and Tangent-Line Bound
- Definition 8.5.1 Euler’s Number
- Definition 8.5.2 The Logarithm
- Proposition 8.5.4 Rules for the Logarithm
- Definition 8.5.3 Real Powers
- Proposition 8.5.5 Real Powers Agree with Roots and Integer Powers
- Proposition 8.5.6 Laws of Real Powers
- Proposition 8.5.7 The Exponential Beats Every Power
- Exercise A1
- Exercise A2
- Exercise B1
- Exercise B2: Prove or disprove
- Exercise B3: Put the proof in order
- Exercise C1: Find the error
- Exercise C2: Chapter check: the logarithm is slower than every root
8.6 A Table of Strange Functions
- Lemma 8.6.1 Irrationals Are Dense
- Definition 8.6.1 The Dirichlet Function
- Proposition 8.6.2 Properties of the Dirichlet Function
- Definition 8.6.2 Thomae’s Function
- Proposition 8.6.3 Thomae’s Function Has Few Large Values
- Example An Involution That Is Monotone Nowhere
- Example A Staircase Along the Diagonal
- Proposition 8.6.4 The Staircase Hugs the Diagonal
- Example A Zigzag That Never Settles
- Proposition 8.6.5 The Zigzag Takes Every Value Near 0
- Example Unbounded on a Closed Interval
- Example A Supremum Never Reached
- Example A Table of Strange Functions
- Exercise A1
- Exercise A2
- Exercise B1
- Exercise B2: Prove or disprove
- Exercise B3
- Exercise C1: Additive and increasing
- Exercise C2
- Exercise R1
- Exercise R2
- Exercise R3
- Exercise R4
Coordinates and Vectors in
9.1 Points and Coordinates
- Definition 9.1.1 The Space
- Example Subsets of the Plane by Conditions
- Definition 9.1.2 Boxes
- Exercise A1
- Exercise B1: When one box contains another
- Exercise B2: Intersections and unions of boxes
- Exercise C1: A box determines its corners
9.2 Adding Points and Scaling Them
- Definition 9.2.1 Vector Operations in
- Example Method: work coordinatewise
- Proposition 9.2.1 Laws of the Vector Operations
- Lemma 9.2.2 Sums of Vectors, Coordinatewise
- Definition 9.2.2 Standard Vectors
- Proposition 9.2.3 Expansion in the Standard Vectors
- Definition 9.2.3 Parallel Vectors
- Example Midpoints and Parallelograms
- Exercise A1
- Exercise B1: Prove or disprove
- Exercise B2
- Exercise C1: Chapter check: two vectors that are not parallel
9.3 The Dot Product
- Definition 9.3.1 Dot Product
- Proposition 9.3.1 Laws of the Dot Product
- Definition 9.3.2 Orthogonal Vectors
- Proposition 9.3.2 The Orthogonality Test
- Example Dot products and orthogonality computed
- Exercise A1
- Exercise B1: Orthogonal to two vectors
- Exercise B2: The difference of squares
- Exercise B3: Solving one linear equation
- Exercise C1: Find the error
9.4 Length and Distance
- Definition 9.4.1 Norm
- Proposition 9.4.1 Basic Properties of the Norm
- Definition 9.4.2 Unit Vector
- Definition 9.4.3 Distance
- Proposition 9.4.2 Basic Properties of the Distance
- Proposition 9.4.3 The Plane and the Complex Numbers
- Proposition 9.4.4 Theorem of Pythagoras
- Example Method: expand the square
- Proposition 9.4.5 Parallelogram Law
- Proposition 9.4.6 Polarization
- Proposition 9.4.7 Norm against Coordinates
- Corollary 9.4.8 Balls and Boxes
- Exercise A1
- Exercise B1: Prove or disprove
- Exercise B2
- Exercise B3
- Exercise C1: Find the error
9.5 Cauchy–Schwarz and the Triangle Inequality
- Theorem 9.5.1 Cauchy–Schwarz Inequality
- Corollary 9.5.2 Cauchy–Schwarz Inequality for Sums
- Example Method: normalize
- Example Two uses of Cauchy–Schwarz
- Theorem 9.5.3 Triangle Inequality for Vectors
- Corollary 9.5.4 Triangle Inequality for Finite Sums
- Corollary 9.5.5 Length against the Sum of the Coordinates
- Exercise A1
- Exercise B1: Proof ordering
- Exercise B2
- Exercise B3: Prove or disprove
- Exercise B4
- Exercise C1: Chapter check: Cauchy–Schwarz
- Exercise C2: Lagrange’s identity
9.6 Projection onto a Line and the Cosine of an Angle
- Definition 9.6.1 Projection onto a Line
- Example Method: subtract the projection
- Theorem 9.6.1 The Projection Is the Closest Point
- Example Distance to a line through the origin
- Definition 9.6.2 Cosine of the Angle between Two Vectors
- Proposition 9.6.2 Properties of the Cosine of an Angle
- Example Cosines of angles
- Exercise A1
- Exercise B1: The median identity
- Exercise B2: Prove or disprove
- Exercise B3
- Exercise C1: Chapter check: the projection theorem
- Exercise C2: The distance to a line in the plane
- Exercise R1
- Exercise R2
- Exercise R3
- Exercise R4
Lines, Hyperplanes, and Convex Sets
10.1 Lines and Segments
- Definition 10.1.1 Lines in
- Proposition 10.1.1 When Two Parametrizations Give the Same Line
- Proposition 10.1.2 Two Points Determine a Line
- Definition 10.1.2 Collinear Points
- Example Two Lines in Space
- Example Method: parametrize and solve
- Definition 10.1.3 Segment
- Lemma 10.1.3 A Segment Contains Its Subsegments
- Theorem 10.1.4 Points Between Two Points
- Example Method: use the equality case
- Corollary 10.1.5 A Point Is Pinned by Its Distances to the Ends
- Exercise A1
- Exercise B1, used later
- Exercise B2, used later
- Exercise B3
- Exercise B4: Prove or disprove
- Exercise C1: Chapter check: one point in the middle
10.2 Hyperplanes and Nearest Points
- Definition 10.2.1 Hyperplane
- Proposition 10.2.1 The Normals of a Hyperplane
- Example Lines of the Plane Are Its Hyperplanes
- Proposition 10.2.2 The Perpendicular Bisector
- Proposition 10.2.3 The Nearest Point on a Line
- Proposition 10.2.4 Distance to a Hyperplane
- Definition 10.2.2 Sphere
- Proposition 10.2.5 A Line Meets a Sphere
- Proposition 10.2.6 A Segment Crosses a Hyperplane Once
- Exercise A1
- Exercise A2
- Exercise B1
- Exercise B2
- Exercise B3
- Exercise B4: Prove or disprove
- Exercise C1: Chapter check: the circle through three points
10.3 Convex Sets and Hulls
- Definition 10.3.1 Convex Set
- Definition 10.3.2 Open and Closed Balls
- Proposition 10.3.1 Balls Are Convex
- Example Method: the two-point test
- Proposition 10.3.2 Lines, Segments, Hyperplanes and Half-Spaces Are Convex
- Proposition 10.3.3 Operations on Convex Sets
- Definition 10.3.3 Convex Combination
- Theorem 10.3.4 Convex Sets Contain Their Convex Combinations
- Definition 10.3.4 Convex Hull
- Theorem 10.3.5 The Convex Hull Is the Set of Convex Combinations
- Example A Triangle as a Hull
- Definition 10.3.5 Star-Shaped Set
- Example The Axes: Star-Shaped, Not Convex
- Exercise A1
- Exercise A2
- Exercise B1
- Exercise B2
- Exercise B3
- Exercise B4: Prove or disprove
- Exercise C1: Chapter check: convex subsets of the line
- Exercise R1
- Exercise R2
- Exercise R3
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