The rules of calculus. Christopher Thomas

Size: px
Start display at page:

Download "The rules of calculus. Christopher Thomas"

Transcription

1 Mathematics Learning Centre The rules of calculus Christopher Thomas c 1997 University of Syney

2 Mathematics Learning Centre, University of Syney 1 1 How o we fin erivatives (in practice)? Differential calculus is a proceure for fining the exact erivative irectly from the formula of the function, without having to use graphical methos. In practise we use a few rules that tell us how to fin the erivative of almost any function that we are likely to encounter. In this section we will introuce these rules to you, show you what they mean an how to use them. Warning! To follow the rest of these notes you will nee feel comfortable manipulating expressions containing inices. If you fin that you nee to revise this topic you may fin the Mathematics Learning Centre publication Exponents an Logarithms helpful. 1.1 Derivatives of constant functions an powers Perhaps the simplest functions in mathematics are the constant functions an the functions of the form x n. Rule 1 If k is a constant then x k =0. Rule If n is any number then x xn = nx n 1. Rule 1 at least makes sense. The graph of a constant function is a horizontal line an a horizontal line has slope zero. The erivative measures the slope of the tangent, an so the erivative is zero. How you approach Rule is up to you. You certainly nee to know it an be able to use it. However we have given no justification for why Rule works! In fact in these notes we will give little justification for any of the rules of ifferentiation that are presente. We will show you how to apply these rules an what you can o with them, but we will not make any attempt to prove any of them. Examples If f(x) =x 7 then f (x) =7x 6. If y = x 0.5 then y x = 0.5x 1.5. x x 3 = 3x 4. If g(x) =3. then g (x) =0. If f(t) =t 1 then f (t) = 1 t 1. If h(u) = 13.9 then h (u) =0.

3 Mathematics Learning Centre, University of Syney In the examples above we have use Rules 1 an to calculate the erivatives of many simple functions. However we must not lose sight of what it is that we are calculating here. The erivative gives the slope of the tangent to the graph of the function. For example, if f(x) =x then f (x) =x. Tofin the slope of the tangent to the graph of x at x =1we substitute x =1into the erivative. The slope is f (1) = 1=. Similarly the slope of the tangent to the graph of x at x = 0.5 isfoun by substituting x = 0.5 into the erivative. The slope is f ( 0.5) = 0.5 = 1. This is illustrate in Figure slope = f ' (-0.5) = (-0.5, 0.5) ( 1, 1 ) slope = f ' (1) = Example Figure 1: Slopes of tangents to the graph of y = x. Fin the slope of the tangent to the graph of the function g(t) =t 4 at the point on the graph where t =. Solution The erivative is g (t) =4t 3, an so the slope of the tangent line at t = isg ( ) = 4 ( ) 3 = 3. Example Fin the equation of the line tangent to the graph of y = f(x) =x 1 at the point x =4. Solution f(4) = 4 1 = 4 =,sothe coorinates of the point on the graph are (4, ). The erivative is f (x) = x 1 = 1 x an so the slope of the tangent line at x =4isf (4) = 1.Wetherefore know the slope of 4 the line an we know one point through which the line passes. Any non vertical line has equation of the form y = mx + b where m is the slope an b the vertical intercept.

4 Mathematics Learning Centre, University of Syney 3 In this case the slope is 1,som = 1, an the equation is y = x + b. Because the line passes through the point (4, ) we know that y =when x =4. Substituting we get = b, sothat b =1. The equation is therefore y = x Notice that in the examples above the inepenent variable is not always calle x. We have also use u an t, an in fact we can an will use many ifferent letters for the inepenent variable. Notice also that we might not stick to the symbol f to stan for function. Many other symbols are use. Some of the common ones are g an h. Throughout this booklet we will use a variety of symbols for functions an variables to get you use to the fact that our choice of symbols makes no ifference to the ieas that we are introucing. On the other han, we can make life easier for ourselves if we make sensible choices of symbols. For example if we were iscussing the revenue obtaine by a manufacturer who sells articles for a certain price it might be sensible for us to choose the symbol p to mean price, an r to mean revenue, an to write r(p) toexpress the fact that the revenue is a function of the price. In this way the symbols we have chosen remin us of their meaning, much more than if we ha chosen x to represent price an f to represent revenue an written f(x). On the other han, because the symbol has a f (x) special use in calculus, to express the erivative,wealmost never use for any other x purpose. For this reason you will often see the letter s use to represent isplacement. We now know how to ifferentiate any function that is a power of the variable. Examples are functions like x 3 an t 1.3.You will come across functions that o not at first appear to be a power of the variable, but can be rewritten in this form. One of the simplest examples is the function f(t) = t, which can also be written in the form f(t) =t 1. The erivative is then f (t) = t 1 = 1 t. Similarly, if then Examples h(s) = 1 s = s 1 h (s) = s = 1 s. If f(x) = 1 3 x = x 1 3 then f (x) = 1 3 x 4 3. If y = 1 x x = 3 y x then x = 3 x 5.

5 Mathematics Learning Centre, University of Syney 4 Exercises 1.1 Differentiate the following functions: a. f(x) =x 4 b. y = x 7 c. f(u) =u.3. f(t) =t 1 3 e. f(t) =t 7 f. g(z) =z 3 g. y = t 3.8 h. z = x 3 7 Exercise 1. Express the following as powers an then ifferentiate: 1 a. b. t t c. 3 x x 1. x x e. 1 x 4 x f. s 3 s 3 s 1 t g. h. u 3 t i. x 1 x t x Exercise 1.3 Fin the equation of the line tangent to the graph of y = 3 x when x =8. 1. Aing, subtracting, an multiplying by a constant So far we know how to ifferentiate powers of the inepenent variable. Many of the functions that you will encounter are mae up in simple ways from powers. For example, a function like 3x is just a constant multiple of x. However neither Rule 1 nor Rule tell us how to ifferentiate 3x. Nor o they tell us how to ifferentiate something like x + x 3 or x x 3. Rules 3 an 4 specify how to ifferentiate combinations of functions that are forme by multiplying by constants, or by aing or subtracting functions. Rule 3 If f(x) =cg(x), where c is a constant, then f (x) =cg (x). Rule 4 If f(x) =g(x) ± h(x) then f (x) =g (x) ± h (x). Examples If f(x) =3x then f (x) =3 x x =6x. If g(t) =3t +t then g (t) = t 3t + t t =6t 4t 3. If y = 3 x x 3 x =3x 1 x 4 3 then y x = 3 x x 1 3. If y = 0.3x 0.4 then y x =0.1x 1.4. x x0.3 =0.6x 0.7.

6 Mathematics Learning Centre, University of Syney 5 Warning! Although Rule 4 tells us that x (f(x) ± g(x)) = f (x) ± g (x), the same is not true for multiplication or ivision. To ifferentiate f(x) g(x) or f(x) g(x) we cannot simply fin f (x) an g (x) an multiply or ivie them. Be careful of this! The methos of ifferentiating proucts of functions or quotients of functions are iscusse in Sections 1.3 an 1.4. Exercise 1.4 Differentiate the following functions: a. f(x) =5x x b. y =x x c. f(t) =.5t.3 + t t. h(z) =z z e. f(u) =u 5 3 3u 7 f. g(z) =8z 5 z g. y =5t 8 + t t h. z =4x 1 7 +x The prouct rule Another way of combining functions to make new functions is by multiplying them together, or in other wors by forming proucts. The prouct rule tells us how to ifferentiate functions like this. Rule 5 (The prouct rule) If f(x) =u(x)v(x) then f (x) =u(x)v (x)+u (x)v(x). Examples If y =(x + )(x +3)then y =(x + )x +1(x +3). If f(x) = x(x 3 3x +7)then f (x) = x(3x 6x)+ 1 x 1 (x 3 3x + 7). If z =(t + 3)( t + t 3 ) then z t =(t + 3)( 1 t 1 +3t )+t( t + t 3 ). Exercise 1.5 Use the prouct rule to ifferentiate the functions below:

7 Mathematics Learning Centre, University of Syney 6 a. f(x) =(4x 3 + )(1 3x) b. g(x) =(x + x + )(x +1) c. h(x) =(3x 3 x +8x 5)(x x +4). f(s) =(1 1 s )(3s +5) e. g(t) =( t + 1 )(t 1) t f. h(y) =( y + y )(1 3y ) Exercise 1.6 If r =(t + 1 t )(t t + 1), fin the rate of change of r with respect to t when t =. Exercise 1.7 Fin the slope of the tangent to the curve y =(x x + 1)(3x 3 5x +)atx =. 1.4 The Quotient Rule This rule allows us to ifferentiate functions which are forme by iviing one function by another, ie by forming quotients of functions. An example is such as x +3 f(x) = 3x 5. Rule 6 (The quotient rule) f(x) = u(x) v(x) f (x) = v(x)u (x) u(x)v (x) [v(x)] = vu uv v. Warning! Because of the minus sign in the numerator (ie in the top line) it is important to get the terms in the numerator in the correct orer. This is often a source of mistakes, so be careful. Decie on your own way of remembering the correct orer of the terms.

8 Mathematics Learning Centre, University of Syney 7 Examples If y = x +3x y, then x 3 +1 x = (x3 + 1)(4x +3) (x +3x)3x. (x 3 +1) If g(t) = t +3t +1 t +1 then g (t) = ( t + 1)(t +3) (t +3t + 1)( 1 t 1 ) ( t +1). Exercise 1.8 Use the Quotient Rule to fin erivatives for the following functions: a. f(x) = x 1 x +1 c. h(x) = x + x +5 e. f(s) = 1+ s 1 s g. f(u) = u3 + u 4 3u 4 +5 b. g(x) =. f(t) = x +3 3x t 1+t f. h(x) = x 1 x 3 +4 h. g(t) = t(t +6) t +3t Solutions to exercises Exercise 1.1 a. f (x) =4x 3 b. y x = 7x 8 c. f (u) =.3u 1.3. f (t) = 1 3 t 4 3 e. f (t) = 7 t 15 7 f. g (z) = 3 z 5 g. y t = 3.8t 4.8 h. z x = x 7

9 Mathematics Learning Centre, University of Syney 8 Exercise 1. a. c. e. g. i. 1 x = x so ( ) 1 = x 3 b. t t = t 3 x x so ( ) 3 t t = t t 1 ( ) 1 x x 3 x = x x = ( ) 1 x 4 x 3 x = x x5/4 = x 4 f. ( ) 1 = u 3 u u 3 u = 3u 4 h. ( ) x x 1/ = x x x 1=0 x x t = 5 x x = 5 x x ( ) s 3 s 3 = s s s = 6 s 13 6 ( ) t t = 3 3 t t t = x 5 t 7 Exercise 1.3 When x =8wehave y = 3 8=sothe point (8, ) is on the line. Now y when x =8. The tangent therefore has equation y x = 1 1 x = x 3 3 an so y = 1 1 x + b. Substituting x = 8 an y = into this equation we obtain = b so that b = 4 3. The equation is therefore y = x Exercise 1.4 a. f (x) =10x x 1 b. y x = 14x 8 6x 3 c. f (t) =5.75t t 1. h (z) = 1 3 z e. f (u) = 5 3 u/3 +1u 8 f. g (z) = 16z 3 +5z g. y t = 40t t 1 h. z x = 4 7 x 6 7 x 3

10 Mathematics Learning Centre, University of Syney 9 Exercise 1.5 a. f (x) =1x (1 3x) 3(4x 3 +) b. g (x) =(x + 1)(x +1)+(x + x + )x c. h (x) =(9x 4x + 8)(x x +4)+(3x 3 x +8x 5)(x ). f (s) = s(3s +5)+3(1 s ) e. g (t) =( t 1 t )(t 1)+( t + 1 t ) f. h (y) =( 1 y +y)(1 3y ) 6y( y + y ) Exercise 1.6 The rate of change of r with respect to t is r t =(1 t )(t t +1)+(t + 1 )(t ). t Substituting t =we obtain (1 1)(4 4+1)+(+ 1)(4 ) = Exercise 1.7 The graient of the tangent is given by y x =(x )(3x3 5x +)+(x x + 1)(9x 10x). Substituting x = we obtain 8. Exercise 1.8 a. f (x) = b. g (x) = (x +1) (x 1) (x +1) = (x +1) (3x ) (x + 3)3 (3x ) = 13 (3x ) c. h (x) = (x + 5)x (x + )x (x +5) =. f (t) = (1 + t ) 8t (1+t ) = 4t (1+t ) 6x (x +5) e. f (s) = (1 s) 1 s 1 +(1+ s) 1 s 1/ (1 = s) s 1 (1 s) f. h (x) = (x3 + 4)x (x 1)3x = x4 +3x +8x (x 3 +4) (x 3 +4) g. f (u) = (3u4 + 5)(3u +1) (u 3 + u 4)1u 3 = 3u6 9u 4 +48u 3 +15u +5 (3u 4 +5) (3u 4 +5) h. g (t) = (t +3t + 1)(t +6) (t +6t)(t +3) = 3t +t +6 (t +3t +1) (t +3t +1)

Introduction to Differential Calculus. Christopher Thomas

Introduction to Differential Calculus. Christopher Thomas Mathematics Learning Centre Introduction to Differential Calculus Christopher Thomas c 1997 University of Sydney Acknowledgements Some parts of this booklet appeared in a similar form in the booklet Review

More information

20. Product rule, Quotient rule

20. Product rule, Quotient rule 20. Prouct rule, 20.1. Prouct rule Prouct rule, Prouct rule We have seen that the erivative of a sum is the sum of the erivatives: [f(x) + g(x)] = x x [f(x)] + x [(g(x)]. One might expect from this that

More information

Section 3.3. Differentiation of Polynomials and Rational Functions. Difference Equations to Differential Equations

Section 3.3. Differentiation of Polynomials and Rational Functions. Difference Equations to Differential Equations Difference Equations to Differential Equations Section 3.3 Differentiation of Polynomials an Rational Functions In tis section we begin te task of iscovering rules for ifferentiating various classes of

More information

CHAPTER 8: DIFFERENTIAL CALCULUS

CHAPTER 8: DIFFERENTIAL CALCULUS CHAPTER 8: DIFFERENTIAL CALCULUS 1. Rules of Differentiation As we ave seen, calculating erivatives from first principles can be laborious an ifficult even for some relatively simple functions. It is clearly

More information

Sections 3.1/3.2: Introducing the Derivative/Rules of Differentiation

Sections 3.1/3.2: Introducing the Derivative/Rules of Differentiation Sections 3.1/3.2: Introucing te Derivative/Rules of Differentiation 1 Tangent Line Before looking at te erivative, refer back to Section 2.1, looking at average velocity an instantaneous velocity. Here

More information

y or f (x) to determine their nature.

y or f (x) to determine their nature. Level C5 of challenge: D C5 Fining stationar points of cubic functions functions Mathematical goals Starting points Materials require Time neee To enable learners to: fin the stationar points of a cubic

More information

Rules for Finding Derivatives

Rules for Finding Derivatives 3 Rules for Fining Derivatives It is teious to compute a limit every time we nee to know the erivative of a function. Fortunately, we can evelop a small collection of examples an rules that allow us to

More information

f(x) = a x, h(5) = ( 1) 5 1 = 2 2 1

f(x) = a x, h(5) = ( 1) 5 1 = 2 2 1 Exponential Functions an their Derivatives Exponential functions are functions of the form f(x) = a x, where a is a positive constant referre to as the base. The functions f(x) = x, g(x) = e x, an h(x)

More information

To differentiate logarithmic functions with bases other than e, use

To differentiate logarithmic functions with bases other than e, use To ifferentiate logarithmic functions with bases other than e, use 1 1 To ifferentiate logarithmic functions with bases other than e, use log b m = ln m ln b 1 To ifferentiate logarithmic functions with

More information

Microeconomic Theory: Basic Math Concepts

Microeconomic Theory: Basic Math Concepts Microeconomic Theory: Basic Math Concepts Matt Van Essen University of Alabama Van Essen (U of A) Basic Math Concepts 1 / 66 Basic Math Concepts In this lecture we will review some basic mathematical concepts

More information

Math 229 Lecture Notes: Product and Quotient Rules Professor Richard Blecksmith richard@math.niu.edu

Math 229 Lecture Notes: Product and Quotient Rules Professor Richard Blecksmith richard@math.niu.edu Mat 229 Lecture Notes: Prouct an Quotient Rules Professor Ricar Blecksmit ricar@mat.niu.eu 1. Time Out for Notation Upate It is awkwar to say te erivative of x n is nx n 1 Using te prime notation for erivatives,

More information

The Quick Calculus Tutorial

The Quick Calculus Tutorial The Quick Calculus Tutorial This text is a quick introuction into Calculus ieas an techniques. It is esigne to help you if you take the Calculus base course Physics 211 at the same time with Calculus I,

More information

Calculus Refresher, version 2008.4. c 1997-2008, Paul Garrett, garrett@math.umn.edu http://www.math.umn.edu/ garrett/

Calculus Refresher, version 2008.4. c 1997-2008, Paul Garrett, garrett@math.umn.edu http://www.math.umn.edu/ garrett/ Calculus Refresher, version 2008.4 c 997-2008, Paul Garrett, garrett@math.umn.eu http://www.math.umn.eu/ garrett/ Contents () Introuction (2) Inequalities (3) Domain of functions (4) Lines (an other items

More information

DERIVATIVES AS MATRICES; CHAIN RULE

DERIVATIVES AS MATRICES; CHAIN RULE DERIVATIVES AS MATRICES; CHAIN RULE 1. Derivatives of Real-valued Functions Let s first consider functions f : R 2 R. Recall that if the partial derivatives of f exist at the point (x 0, y 0 ), then we

More information

The Point-Slope Form

The Point-Slope Form 7. The Point-Slope Form 7. OBJECTIVES 1. Given a point and a slope, find the graph of a line. Given a point and the slope, find the equation of a line. Given two points, find the equation of a line y Slope

More information

2013 MBA Jump Start Program

2013 MBA Jump Start Program 2013 MBA Jump Start Program Module 2: Mathematics Thomas Gilbert Mathematics Module Algebra Review Calculus Permutations and Combinations [Online Appendix: Basic Mathematical Concepts] 2 1 Equation of

More information

x 2 + y 2 = 1 y 1 = x 2 + 2x y = x 2 + 2x + 1

x 2 + y 2 = 1 y 1 = x 2 + 2x y = x 2 + 2x + 1 Implicit Functions Defining Implicit Functions Up until now in this course, we have only talked about functions, which assign to every real number x in their domain exactly one real number f(x). The graphs

More information

6 Further differentiation and integration techniques

6 Further differentiation and integration techniques 56 6 Further differentiation and integration techniques Here are three more rules for differentiation and two more integration techniques. 6.1 The product rule for differentiation Textbook: Section 2.7

More information

Slope-Intercept Equation. Example

Slope-Intercept Equation. Example 1.4 Equations of Lines and Modeling Find the slope and the y intercept of a line given the equation y = mx + b, or f(x) = mx + b. Graph a linear equation using the slope and the y-intercept. Determine

More information

Review of Fundamental Mathematics

Review of Fundamental Mathematics Review of Fundamental Mathematics As explained in the Preface and in Chapter 1 of your textbook, managerial economics applies microeconomic theory to business decision making. The decision-making tools

More information

Week 1: Functions and Equations

Week 1: Functions and Equations Week 1: Functions and Equations Goals: Review functions Introduce modeling using linear and quadratic functions Solving equations and systems Suggested Textbook Readings: Chapter 2: 2.1-2.2, and Chapter

More information

Introduction to Integration Part 1: Anti-Differentiation

Introduction to Integration Part 1: Anti-Differentiation Mathematics Learning Centre Introuction to Integration Part : Anti-Differentiation Mary Barnes c 999 University of Syney Contents For Reference. Table of erivatives......2 New notation.... 2 Introuction

More information

Lagrangian and Hamiltonian Mechanics

Lagrangian and Hamiltonian Mechanics Lagrangian an Hamiltonian Mechanics D.G. Simpson, Ph.D. Department of Physical Sciences an Engineering Prince George s Community College December 5, 007 Introuction In this course we have been stuying

More information

Lecture L25-3D Rigid Body Kinematics

Lecture L25-3D Rigid Body Kinematics J. Peraire, S. Winall 16.07 Dynamics Fall 2008 Version 2.0 Lecture L25-3D Rigi Boy Kinematics In this lecture, we consier the motion of a 3D rigi boy. We shall see that in the general three-imensional

More information

Answer Key for California State Standards: Algebra I

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.

More information

MASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.436J/15.085J Fall 2008 Lecture 14 10/27/2008 MOMENT GENERATING FUNCTIONS

MASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.436J/15.085J Fall 2008 Lecture 14 10/27/2008 MOMENT GENERATING FUNCTIONS MASSACHUSETTS INSTITUTE OF TECHNOLOGY 6.436J/15.085J Fall 2008 Lecture 14 10/27/2008 MOMENT GENERATING FUNCTIONS Contents 1. Moment generating functions 2. Sum of a ranom number of ranom variables 3. Transforms

More information

MATH 60 NOTEBOOK CERTIFICATIONS

MATH 60 NOTEBOOK CERTIFICATIONS MATH 60 NOTEBOOK CERTIFICATIONS Chapter #1: Integers and Real Numbers 1.1a 1.1b 1.2 1.3 1.4 1.8 Chapter #2: Algebraic Expressions, Linear Equations, and Applications 2.1a 2.1b 2.1c 2.2 2.3a 2.3b 2.4 2.5

More information

Objectives. Materials

Objectives. Materials Activity 4 Objectives Understand what a slope field represents in terms of Create a slope field for a given differential equation Materials TI-84 Plus / TI-83 Plus Graph paper Introduction One of the ways

More information

Algebra I Notes Relations and Functions Unit 03a

Algebra I Notes Relations and Functions Unit 03a OBJECTIVES: F.IF.A.1 Understand the concept of a function and use function notation. Understand that a function from one set (called the domain) to another set (called the range) assigns to each element

More information

Section 1.1 Linear Equations: Slope and Equations of Lines

Section 1.1 Linear Equations: Slope and Equations of Lines Section. Linear Equations: Slope and Equations of Lines Slope The measure of the steepness of a line is called the slope of the line. It is the amount of change in y, the rise, divided by the amount of

More information

1.7 Graphs of Functions

1.7 Graphs of Functions 64 Relations and Functions 1.7 Graphs of Functions In Section 1.4 we defined a function as a special type of relation; one in which each x-coordinate was matched with only one y-coordinate. We spent most

More information

Linear Equations. Find the domain and the range of the following set. {(4,5), (7,8), (-1,3), (3,3), (2,-3)}

Linear Equations. Find the domain and the range of the following set. {(4,5), (7,8), (-1,3), (3,3), (2,-3)} Linear Equations Domain and Range Domain refers to the set of possible values of the x-component of a point in the form (x,y). Range refers to the set of possible values of the y-component of a point in

More information

Algebra I Vocabulary Cards

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

More information

PLOTTING DATA AND INTERPRETING GRAPHS

PLOTTING DATA AND INTERPRETING GRAPHS PLOTTING DATA AND INTERPRETING GRAPHS Fundamentals of Graphing One of the most important sets of skills in science and mathematics is the ability to construct graphs and to interpret the information they

More information

Part 1 Expressions, Equations, and Inequalities: Simplifying and Solving

Part 1 Expressions, Equations, and Inequalities: Simplifying and Solving Section 7 Algebraic Manipulations and Solving Part 1 Expressions, Equations, and Inequalities: Simplifying and Solving Before launching into the mathematics, let s take a moment to talk about the words

More information

correct-choice plot f(x) and draw an approximate tangent line at x = a and use geometry to estimate its slope comment The choices were:

correct-choice plot f(x) and draw an approximate tangent line at x = a and use geometry to estimate its slope comment The choices were: Topic 1 2.1 mode MultipleSelection text How can we approximate the slope of the tangent line to f(x) at a point x = a? This is a Multiple selection question, so you need to check all of the answers that

More information

Answers to the Practice Problems for Test 2

Answers to the Practice Problems for Test 2 Answers to the Practice Problems for Test 2 Davi Murphy. Fin f (x) if it is known that x [f(2x)] = x2. By the chain rule, x [f(2x)] = f (2x) 2, so 2f (2x) = x 2. Hence f (2x) = x 2 /2, but the lefthan

More information

Chapter 4 Online Appendix: The Mathematics of Utility Functions

Chapter 4 Online Appendix: The Mathematics of Utility Functions Chapter 4 Online Appendix: The Mathematics of Utility Functions We saw in the text that utility functions and indifference curves are different ways to represent a consumer s preferences. Calculus can

More information

100. In general, we can define this as if b x = a then x = log b

100. In general, we can define this as if b x = a then x = log b Exponents and Logarithms Review 1. Solving exponential equations: Solve : a)8 x = 4! x! 3 b)3 x+1 + 9 x = 18 c)3x 3 = 1 3. Recall: Terminology of Logarithms If 10 x = 100 then of course, x =. However,

More information

Math 120 Final Exam Practice Problems, Form: A

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,

More information

Rational Exponents. Squaring both sides of the equation yields. and to be consistent, we must have

Rational Exponents. Squaring both sides of the equation yields. and to be consistent, we must have 8.6 Rational Exponents 8.6 OBJECTIVES 1. Define rational exponents 2. Simplify expressions containing rational exponents 3. Use a calculator to estimate the value of an expression containing rational exponents

More information

Simplify the rational expression. Find all numbers that must be excluded from the domain of the simplified rational expression.

Simplify the rational expression. Find all numbers that must be excluded from the domain of the simplified rational expression. MAC 1105 Final Review Simplify the rational expression. Find all numbers that must be excluded from the domain of the simplified rational expression. 1) 8x 2-49x + 6 x - 6 A) 1, x 6 B) 8x - 1, x 6 x -

More information

Chapter 7 - Roots, Radicals, and Complex Numbers

Chapter 7 - Roots, Radicals, and Complex Numbers Math 233 - Spring 2009 Chapter 7 - Roots, Radicals, and Complex Numbers 7.1 Roots and Radicals 7.1.1 Notation and Terminology In the expression x the is called the radical sign. The expression under the

More information

Lecture 3 : The Natural Exponential Function: f(x) = exp(x) = e x. y = exp(x) if and only if x = ln(y)

Lecture 3 : The Natural Exponential Function: f(x) = exp(x) = e x. y = exp(x) if and only if x = ln(y) Lecture 3 : The Natural Exponential Function: f(x) = exp(x) = Last day, we saw that the function f(x) = ln x is one-to-one, with domain (, ) and range (, ). We can conclude that f(x) has an inverse function

More information

Functions. MATH 160, Precalculus. J. Robert Buchanan. Fall 2011. Department of Mathematics. J. Robert Buchanan Functions

Functions. MATH 160, Precalculus. J. Robert Buchanan. Fall 2011. Department of Mathematics. J. Robert Buchanan Functions Functions MATH 160, Precalculus J. Robert Buchanan Department of Mathematics Fall 2011 Objectives In this lesson we will learn to: determine whether relations between variables are functions, use function

More information

PRE-CALCULUS GRADE 12

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.

More information

Exponential Functions: Differentiation and Integration. The Natural Exponential Function

Exponential Functions: Differentiation and Integration. The Natural Exponential Function 46_54.q //4 :59 PM Page 5 5 CHAPTER 5 Logarithmic, Eponential, an Other Transcenental Functions Section 5.4 f () = e f() = ln The inverse function of the natural logarithmic function is the natural eponential

More information

6.4 Logarithmic Equations and Inequalities

6.4 Logarithmic Equations and Inequalities 6.4 Logarithmic Equations and Inequalities 459 6.4 Logarithmic Equations and Inequalities In Section 6.3 we solved equations and inequalities involving exponential functions using one of two basic strategies.

More information

CHAPTER FIVE. Solutions for Section 5.1. Skill Refresher. Exercises

CHAPTER FIVE. Solutions for Section 5.1. Skill Refresher. Exercises CHAPTER FIVE 5.1 SOLUTIONS 265 Solutions for Section 5.1 Skill Refresher S1. Since 1,000,000 = 10 6, we have x = 6. S2. Since 0.01 = 10 2, we have t = 2. S3. Since e 3 = ( e 3) 1/2 = e 3/2, we have z =

More information

Definition of derivative

Definition of derivative Definition of derivative Contents 1. Slope-The Concept 2. Slope of a curve 3. Derivative-The Concept 4. Illustration of Example 5. Definition of Derivative 6. Example 7. Extension of the idea 8. Example

More information

The Derivative. Philippe B. Laval Kennesaw State University

The Derivative. Philippe B. Laval Kennesaw State University The Derivative Philippe B. Laval Kennesaw State University Abstract This handout is a summary of the material students should know regarding the definition and computation of the derivative 1 Definition

More information

List the elements of the given set that are natural numbers, integers, rational numbers, and irrational numbers. (Enter your answers as commaseparated

List the elements of the given set that are natural numbers, integers, rational numbers, and irrational numbers. (Enter your answers as commaseparated MATH 142 Review #1 (4717995) Question 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 Description This is the review for Exam #1. Please work as many problems as possible

More information

Mathematics. Circles. hsn.uk.net. Higher. Contents. Circles 119 HSN22400

Mathematics. Circles. hsn.uk.net. Higher. Contents. Circles 119 HSN22400 hsn.uk.net Higher Mathematics UNIT OUTCOME 4 Circles Contents Circles 119 1 Representing a Circle 119 Testing a Point 10 3 The General Equation of a Circle 10 4 Intersection of a Line an a Circle 1 5 Tangents

More information

Algebra 2 Year-at-a-Glance Leander ISD 2007-08. 1st Six Weeks 2nd Six Weeks 3rd Six Weeks 4th Six Weeks 5th Six Weeks 6th Six Weeks

Algebra 2 Year-at-a-Glance Leander ISD 2007-08. 1st Six Weeks 2nd Six Weeks 3rd Six Weeks 4th Six Weeks 5th Six Weeks 6th Six Weeks Algebra 2 Year-at-a-Glance Leander ISD 2007-08 1st Six Weeks 2nd Six Weeks 3rd Six Weeks 4th Six Weeks 5th Six Weeks 6th Six Weeks Essential Unit of Study 6 weeks 3 weeks 3 weeks 6 weeks 3 weeks 3 weeks

More information

What does the number m in y = mx + b measure? To find out, suppose (x 1, y 1 ) and (x 2, y 2 ) are two points on the graph of y = mx + b.

What does the number m in y = mx + b measure? To find out, suppose (x 1, y 1 ) and (x 2, y 2 ) are two points on the graph of y = mx + b. PRIMARY CONTENT MODULE Algebra - Linear Equations & Inequalities T-37/H-37 What does the number m in y = mx + b measure? To find out, suppose (x 1, y 1 ) and (x 2, y 2 ) are two points on the graph of

More information

Limits and Continuity

Limits and Continuity Math 20C Multivariable Calculus Lecture Limits and Continuity Slide Review of Limit. Side limits and squeeze theorem. Continuous functions of 2,3 variables. Review: Limits Slide 2 Definition Given a function

More information

Zero: If P is a polynomial and if c is a number such that P (c) = 0 then c is a zero of P.

Zero: If P is a polynomial and if c is a number such that P (c) = 0 then c is a zero of P. MATH 11011 FINDING REAL ZEROS KSU OF A POLYNOMIAL Definitions: Polynomial: is a function of the form P (x) = a n x n + a n 1 x n 1 + + a x + a 1 x + a 0. The numbers a n, a n 1,..., a 1, a 0 are called

More information

1.3 LINEAR EQUATIONS IN TWO VARIABLES. Copyright Cengage Learning. All rights reserved.

1.3 LINEAR EQUATIONS IN TWO VARIABLES. Copyright Cengage Learning. All rights reserved. 1.3 LINEAR EQUATIONS IN TWO VARIABLES Copyright Cengage Learning. All rights reserved. What You Should Learn Use slope to graph linear equations in two variables. Find the slope of a line given two points

More information

Elasticity. I. What is Elasticity?

Elasticity. I. What is Elasticity? Elasticity I. What is Elasticity? The purpose of this section is to develop some general rules about elasticity, which may them be applied to the four different specific types of elasticity discussed in

More information

Math 230.01, Fall 2012: HW 1 Solutions

Math 230.01, Fall 2012: HW 1 Solutions Math 3., Fall : HW Solutions Problem (p.9 #). Suppose a wor is picke at ranom from this sentence. Fin: a) the chance the wor has at least letters; SOLUTION: All wors are equally likely to be chosen. The

More information

Mathematics Review for Economists

Mathematics Review for Economists Mathematics Review for Economists by John E. Floy University of Toronto May 9, 2013 This ocument presents a review of very basic mathematics for use by stuents who plan to stuy economics in grauate school

More information

Differentiability of Exponential Functions

Differentiability of Exponential Functions Differentiability of Exponential Functions Philip M. Anselone an John W. Lee Philip Anselone (panselone@actionnet.net) receive his Ph.D. from Oregon State in 1957. After a few years at Johns Hopkins an

More information

3.1. RATIONAL EXPRESSIONS

3.1. RATIONAL EXPRESSIONS 3.1. RATIONAL EXPRESSIONS RATIONAL NUMBERS In previous courses you have learned how to operate (do addition, subtraction, multiplication, and division) on rational numbers (fractions). Rational numbers

More information

Notes and questions to aid A-level Mathematics revision

Notes and questions to aid A-level Mathematics revision Notes and questions to aid A-level Mathematics revision Robert Bowles University College London October 4, 5 Introduction Introduction There are some students who find the first year s study at UCL and

More information

Section 3.7. Rolle s Theorem and the Mean Value Theorem. Difference Equations to Differential Equations

Section 3.7. Rolle s Theorem and the Mean Value Theorem. Difference Equations to Differential Equations Difference Equations to Differential Equations Section.7 Rolle s Theorem and the Mean Value Theorem The two theorems which are at the heart of this section draw connections between the instantaneous rate

More information

Lecture 2. Marginal Functions, Average Functions, Elasticity, the Marginal Principle, and Constrained Optimization

Lecture 2. Marginal Functions, Average Functions, Elasticity, the Marginal Principle, and Constrained Optimization Lecture 2. Marginal Functions, Average Functions, Elasticity, the Marginal Principle, and Constrained Optimization 2.1. Introduction Suppose that an economic relationship can be described by a real-valued

More information

TOPIC 4: DERIVATIVES

TOPIC 4: DERIVATIVES TOPIC 4: DERIVATIVES 1. The derivative of a function. Differentiation rules 1.1. The slope of a curve. The slope of a curve at a point P is a measure of the steepness of the curve. If Q is a point on the

More information

Algebraic expressions are a combination of numbers and variables. Here are examples of some basic algebraic expressions.

Algebraic expressions are a combination of numbers and variables. Here are examples of some basic algebraic expressions. Page 1 of 13 Review of Linear Expressions and Equations Skills involving linear equations can be divided into the following groups: Simplifying algebraic expressions. Linear expressions. Solving linear

More information

Graphing calculators Transparencies (optional)

Graphing calculators Transparencies (optional) What if it is in pieces? Piecewise Functions and an Intuitive Idea of Continuity Teacher Version Lesson Objective: Length of Activity: Students will: Recognize piecewise functions and the notation used

More information

FINAL EXAM SECTIONS AND OBJECTIVES FOR COLLEGE ALGEBRA

FINAL EXAM SECTIONS AND OBJECTIVES FOR COLLEGE ALGEBRA FINAL EXAM SECTIONS AND OBJECTIVES FOR COLLEGE ALGEBRA 1.1 Solve linear equations and equations that lead to linear equations. a) Solve the equation: 1 (x + 5) 4 = 1 (2x 1) 2 3 b) Solve the equation: 3x

More information

Section 4.1 Rules of Exponents

Section 4.1 Rules of Exponents Section 4.1 Rules of Exponents THE MEANING OF THE EXPONENT The exponent is an abbreviation for repeated multiplication. The repeated number is called a factor. x n means n factors of x. The exponent tells

More information

3.2 LOGARITHMIC FUNCTIONS AND THEIR GRAPHS. Copyright Cengage Learning. All rights reserved.

3.2 LOGARITHMIC FUNCTIONS AND THEIR GRAPHS. Copyright Cengage Learning. All rights reserved. 3.2 LOGARITHMIC FUNCTIONS AND THEIR GRAPHS Copyright Cengage Learning. All rights reserved. What You Should Learn Recognize and evaluate logarithmic functions with base a. Graph logarithmic functions.

More information

1 Lecture: Integration of rational functions by decomposition

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.

More information

How To Understand And Solve Algebraic Equations

How To Understand And Solve Algebraic Equations College Algebra Course Text Barnett, Raymond A., Michael R. Ziegler, and Karl E. Byleen. College Algebra, 8th edition, McGraw-Hill, 2008, ISBN: 978-0-07-286738-1 Course Description This course provides

More information

10.2 Systems of Linear Equations: Matrices

10.2 Systems of Linear Equations: Matrices SECTION 0.2 Systems of Linear Equations: Matrices 7 0.2 Systems of Linear Equations: Matrices OBJECTIVES Write the Augmente Matrix of a System of Linear Equations 2 Write the System from the Augmente Matrix

More information

2.2 Derivative as a Function

2.2 Derivative as a Function 2.2 Derivative as a Function Recall that we defined the derivative as f (a) = lim h 0 f(a + h) f(a) h But since a is really just an arbitrary number that represents an x-value, why don t we just use x

More information

Lines, Lines, Lines!!! Slope-Intercept Form ~ Lesson Plan

Lines, Lines, Lines!!! Slope-Intercept Form ~ Lesson Plan Lines, Lines, Lines!!! Slope-Intercept Form ~ Lesson Plan I. Topic: Slope-Intercept Form II. III. Goals and Objectives: A. The student will write an equation of a line given information about its graph.

More information

High School Algebra Reasoning with Equations and Inequalities Solve systems of equations.

High School Algebra Reasoning with Equations and Inequalities Solve systems of equations. Performance Assessment Task Graphs (2006) Grade 9 This task challenges a student to use knowledge of graphs and their significant features to identify the linear equations for various lines. A student

More information

Direct Translation is the process of translating English words and phrases into numbers, mathematical symbols, expressions, and equations.

Direct Translation is the process of translating English words and phrases into numbers, mathematical symbols, expressions, and equations. Section 1 Mathematics has a language all its own. In order to be able to solve many types of word problems, we need to be able to translate the English Language into Math Language. is the process of translating

More information

Algebra Cheat Sheets

Algebra Cheat Sheets Sheets Algebra Cheat Sheets provide you with a tool for teaching your students note-taking, problem-solving, and organizational skills in the context of algebra lessons. These sheets teach the concepts

More information

Notes on tangents to parabolas

Notes on tangents to parabolas Notes on tangents to parabolas (These are notes for a talk I gave on 2007 March 30.) The point of this talk is not to publicize new results. The most recent material in it is the concept of Bézier curves,

More information

6-4 : Learn to find the area and circumference of circles. Area and Circumference of Circles (including word problems)

6-4 : Learn to find the area and circumference of circles. Area and Circumference of Circles (including word problems) Circles 6-4 : Learn to fin the area an circumference of circles. Area an Circumference of Circles (incluing wor problems) 8-3 Learn to fin the Circumference of a circle. 8-6 Learn to fin the area of circles.

More information

Graphing Linear Equations in Two Variables

Graphing Linear Equations in Two Variables Math 123 Section 3.2 - Graphing Linear Equations Using Intercepts - Page 1 Graphing Linear Equations in Two Variables I. Graphing Lines A. The graph of a line is just the set of solution points of the

More information

Here the units used are radians and sin x = sin(x radians). Recall that sin x and cos x are defined and continuous everywhere and

Here the units used are radians and sin x = sin(x radians). Recall that sin x and cos x are defined and continuous everywhere and Lecture 9 : Derivatives of Trigonometric Functions (Please review Trigonometry uner Algebra/Precalculus Review on the class webpage.) In this section we will look at the erivatives of the trigonometric

More information

Example Optimization Problems selected from Section 4.7

Example Optimization Problems selected from Section 4.7 Example Optimization Problems selecte from Section 4.7 19) We are aske to fin the points ( X, Y ) on the ellipse 4x 2 + y 2 = 4 that are farthest away from the point ( 1, 0 ) ; as it happens, this point

More information

IV. ALGEBRAIC CONCEPTS

IV. ALGEBRAIC CONCEPTS IV. ALGEBRAIC CONCEPTS Algebra is the language of mathematics. Much of the observable world can be characterized as having patterned regularity where a change in one quantity results in changes in other

More information

One Period Binomial Model

One Period Binomial Model FIN-40008 FINANCIAL INSTRUMENTS SPRING 2008 One Period Binomial Model These notes consider the one period binomial model to exactly price an option. We will consider three different methods of pricing

More information

Algebra 1 Course Title

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

More information

Separable First Order Differential Equations

Separable First Order Differential Equations Separable First Order Differential Equations Form of Separable Equations which take the form = gx hy or These are differential equations = gxĥy, where gx is a continuous function of x and hy is a continuously

More information

Inverse Trig Functions

Inverse Trig Functions Inverse Trig Functions c A Math Support Center Capsule February, 009 Introuction Just as trig functions arise in many applications, so o the inverse trig functions. What may be most surprising is that

More information

2.3. Finding polynomial functions. An Introduction:

2.3. Finding polynomial functions. An Introduction: 2.3. Finding polynomial functions. An Introduction: As is usually the case when learning a new concept in mathematics, the new concept is the reverse of the previous one. Remember how you first learned

More information

3.2. Solving quadratic equations. Introduction. Prerequisites. Learning Outcomes. Learning Style

3.2. Solving quadratic equations. Introduction. Prerequisites. Learning Outcomes. Learning Style Solving quadratic equations 3.2 Introduction A quadratic equation is one which can be written in the form ax 2 + bx + c = 0 where a, b and c are numbers and x is the unknown whose value(s) we wish to find.

More information

UNCORRECTED PAGE PROOFS

UNCORRECTED PAGE PROOFS number and and algebra TopIC 17 Polynomials 17.1 Overview Why learn this? Just as number is learned in stages, so too are graphs. You have been building your knowledge of graphs and functions over time.

More information

Vocabulary Words and Definitions for Algebra

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

More information

Graphing Rational Functions

Graphing Rational Functions Graphing Rational Functions A rational function is defined here as a function that is equal to a ratio of two polynomials p(x)/q(x) such that the degree of q(x) is at least 1. Examples: is a rational function

More information

Analyzing Piecewise Functions

Analyzing Piecewise Functions Connecting Geometry to Advanced Placement* Mathematics A Resource and Strategy Guide Updated: 04/9/09 Analyzing Piecewise Functions Objective: Students will analyze attributes of a piecewise function including

More information

South Carolina College- and Career-Ready (SCCCR) Algebra 1

South Carolina College- and Career-Ready (SCCCR) Algebra 1 South Carolina College- and Career-Ready (SCCCR) Algebra 1 South Carolina College- and Career-Ready Mathematical Process Standards The South Carolina College- and Career-Ready (SCCCR) Mathematical Process

More information

Vieta s Formulas and the Identity Theorem

Vieta s Formulas and the Identity Theorem Vieta s Formulas and the Identity Theorem This worksheet will work through the material from our class on 3/21/2013 with some examples that should help you with the homework The topic of our discussion

More information

f(x + h) f(x) h as representing the slope of a secant line. As h goes to 0, the slope of the secant line approaches the slope of the tangent line.

f(x + h) f(x) h as representing the slope of a secant line. As h goes to 0, the slope of the secant line approaches the slope of the tangent line. Derivative of f(z) Dr. E. Jacobs Te erivative of a function is efine as a limit: f (x) 0 f(x + ) f(x) We can visualize te expression f(x+) f(x) as representing te slope of a secant line. As goes to 0,

More information

Rolle s Theorem. q( x) = 1

Rolle s Theorem. q( x) = 1 Lecture 1 :The Mean Value Theorem We know that constant functions have derivative zero. Is it possible for a more complicated function to have derivative zero? In this section we will answer this question

More information