Some facts you should know that would be convenient when evaluating a limit:

Size: px
Start display at page:

Download "Some facts you should know that would be convenient when evaluating a limit:"

Transcription

1 Some fats you should know that would be onvenient when evaluating a it: When evaluating a it of fration of two funtions, f(x) x a g(x) If f and g are both ontinuous inside an open interval that ontains a (but not neessarily at a), we an atagorize the nature of the it by what the numerator and denominator approahes as x a: Division by a Non-zero number: f(x) f(x) If g(x) as x a, then x a g(x) = x a f(x) x a g(x) x + 4 x 3 x 5 = 7 2 In this example, f(x) = x + 4, g(x) = x 5, sine f and g are both ontinuous funtions, and g(x) as x 3, we an evaluate the it by simply plug in the value: x + 4 x 3 x 5 = = 7 2 = 7 2 This result simply means that we an always perform a division by a non-zero real number. Non-zero divided by zero: If f(x) but g(x) as x a, then the it will be either or, or undefined. x 1 x + 3 x 1 In this example, the denominator is g(x) = x 1 while the numerator is f(x) = x + 3. g(x) while f(x) as x 1, therefore the it will either be or. In fat, x 1 x + 3 x 1 =

2 x + 3 x 1 + x 1 = This is the result of when a non-zero number is divided by a very small number, the result will be a very large number. To put it simply, non-zero divided by zero is infinity. Indeterminate Form: Zero divided by Zero: This is the more interesting ase and usually requires more algebra. What this means is that, as x a, both f(x) and g(x). Understand that a fration will be a small number if the numerator is small (lose to zero), but a fration will be a large number if the denominator is small. In the indeterminate ase of, we have a ompetition between the numerator and the denominator. Sine both the numerator and denominator will approah as x a, We are taking a small number divided by another small number, and the result will depend on whih funtion (numerator or denominator) goes to zero faster. If the numerator wins, meaning that f(x) goes to faster than g(x), the resulting it will be. If the denominator wins, meaning that g(x) goes to faster than f(x), the resulting it will be or. If the two funtions go to at about the same rate, the resulting it ould be any non-zero real number depending on the funtion. Consider the following its: x x = 1 x x os x = x ln x x 2 2x + 1 = In all three of the above frations, both the numerator and denominator approahes as x approahes a, but these three its have different values. A similar argument an used to approah it problems where f(x) or

3 g(x) as x a. In this argument the result will still work if we replae any real number a by the or symbol, assuming that f and g are ontinuous in the appropriate region. Infinity divided by Finite: If f(x) ± and g(x) ± as x a or as x, then the it will be or or undefined. ln x 5 = In this example, the numerator is f(x) = ln x, and the denominator is g(x) = 5. f(x) as x, while g(x) 5, the result of this it is. The above means that a number that is extremely large divided by a number that is not as large, the result will still be a large number. Intuitively, infinity divided by finite is still infinite. Finite divided by Infinity: If f(x) ± and g(x) ± as x a or as x, then the it will be x = In this example, the numerator is f(x) =, and the denominator is g(x) = x. f(x) as x, but g(x), so this it is. In other words, finite divided by infinite is textbfindeterminate form: Infinity divided by Infinity: This is another ase where additional algebra will be needed. If both f(x) ± and g(x) ± as x a or x, then the it ould be any real number, or ±, or undefined. ln x x =

4 x 2 3x + 4 2x e x x = = 1 2 The situation in this indeterminate ase is similar to the indeterminate ase. A large denominator will make the fration small, while a large numerator will make the fration big, so a ase will depend on whih funtion wins. If the numerator goes to infinity faster than the denominator, the result will be infinity. If the denominator goes to infinity faster than the numerator, the result will be. If the numerator and denominator goes to infinity at about the same rate, the result ould be any non-zero real number depending on the funtion. The following its use some of the fats we just mentioned: Let be any onstant, ln x = if p >, x = p if b > 1 b = x if r < 1, r x = There are other types of indeterminate forms where we have a ompetition between two funtions where the value of one funtion would ause the it to behave one way, but the value of the other funtion would ause the it to behave another way. The result will depend on whih funtion wins, or whih funtion approahes its it value at a faster rate. The following are all indeterminate forms:,,,,, 1, We now introdue a useful theorem that helps us to evaluate the it of an indeterminate form:

5 L Hospital s Rule: Suppose f and g are differentiable funtions and g (x) for some open interval that ontains a (exept possibly at a). If any one of the following two ondition is satisfied: i) x a f(x) = and x a g(x) = ii) x a f(x) = ± and x a g(x) = ± In other words, we have a it of the indeterminate form or then: f(x) x a g(x) = f (x) x a g (x) The above formula is still valid if a is replaed by or. Before trying to use L Hospital s Rule to evaluate a it, you must first make sure that the it satisfy the riterion for L Hospital s rule. L Hospital s rule an be applied only when we have an indeterminate form or. You may not apply L Hospital s rule if you have something like or Do not try to apply L Hospital s rule for the following it: x 2 We annot apply L Hospital s rule for this it beause, while the denominator, g(x) = x 2, approahes as x, the numerator, f(x) =, does not approah or as x, so this does not fit the hypothesis of L Hospital s rule, hene the rule annot be applied. Another thing to note is that, when applying L Hospital s rule, you will try to evaluate the it by taking the derivative of the numerator and the denominator as individual funtions. Do not try to differentiate the funtion as a single fration.

6 x x For this it, sine and x as x, this is an indeterminate form. We may apply L Hospital s rule. Sine the derivative of is os x and the derivative of x is 1, we have: x x = os x x 1 = 1 It will be inorret if you try to differential the funtion x when trying to apply L Hospital s rule. x x x os x x x 2 ln x Evaluate: x as a single fration Ans: As x, ln x, and x, so we may apply L Hospital s rule: ln x 1/x = x 1/(2 x) = 2 x x = 2 = x When we apply L Hospital s rule, we are trying to turn an indeterminate form into a form that is no longer indeterminate. One we are able to do that, we will hopefully be able to find out the behavior of the it. Evaluate the it: x + x ln x Ans: This it is one of the indeterminate form,, that we mentioned before. However, it is not in one of the two indeterminate form that we an apply L Hospital s rule to. In order to turn this into a form that we an apply L Hospital s rule, we use the fat that for any real number x, x = 1 x = 1 1 1/x In order to apply L Hospital s Rule, we first rewrite x ln x = ln x 1/x As x +, ln x and 1, now we may apply L Hospital s Rule: x

7 ln x x ln x = x + x + 1/x = 1/x x + 1/x = 2 x x2 + x = x = x + Evaluate the it: ( 3x ) 1/x 2 Ans: This expression is another indeterminate form:. L Hospital s rule on this, we use the fat that: In order to apply ln ( a b) = b ln a. Let y = ( 3x ) 1/x 2, then ln(y) = ln [ (3x ) 1/x 2] = 1 x 2 ln ( 3x ). 1 We first evaluate: ln(y) = x ln ( 3x ) 2 1 x ln ( 3x ) ln ( 3x ) = 2 x 2 As x, ln(3x 2 + 1), and x 2, so we may apply L Hospital s rule: ln ( 3x ) 6x/(3x 2 + 1) 6x = x 2 = 2x 2x (3x 2 + 1) = 6x 6x 3 + 2x We apply L Hospital s rule one more time: 6x 6x 3 + 2x = So we have: [ 1 ln ( 3x ) x 2 ] 6 18x = = ln y = Using the fat that ln x is a ontinuous funtion, we have: ( ln(y) = ln y ) = y = e = 1 ( 3x ) 1/x 2 = 1 Understand that L Hospital s rule usually does not allow you to find the it of a funtion diretly. Instead, it allows you to hange an indeterminate form to a format that is no longer indeterminate, at whih point you may be able to find the value of the it using other knowledge. 2x + 3 Evaluate: e x Answer: As x, both 2x + 3 and e x, so this is an indeterminate

8 form, we may apply L Hospital s Rule: 2x + 3 e x 2 = e x At this point, the it is no longer indeterminate, sine the numerator does not approah as x. We may no longer use L Hospital s rule, but we do not need to. As x, the denominator e x while the numerator is a onstant, this is the finite divided by infinite ase, the result is : 2 e x =

L Hopital s Rule. We will use our knowledge of derivatives in order to evaluate limits that produce indeterminate forms.

L Hopital s Rule. We will use our knowledge of derivatives in order to evaluate limits that produce indeterminate forms. L Hopital s Rule We will use our knowledge of derivatives in order to evaluate its that produce indeterminate forms. Main Idea x c f x g x If, when taking the it as x c, you get an INDETERMINATE FORM..

More information

L Hopital s Rule. We will use our knowledge of derivatives in order to evaluate limits that produce indeterminate forms.

L Hopital s Rule. We will use our knowledge of derivatives in order to evaluate limits that produce indeterminate forms. L Hopital s Rule We will use our knowledge of derivatives in order to evaluate its that produce indeterminate forms. Indeterminate Limits Main Idea x c f x g x If, when taking the it as x c, you get an

More information

Relative Maxima and Minima sections 4.3

Relative Maxima and Minima sections 4.3 Relative Maxima and Minima setions 4.3 Definition. By a ritial point of a funtion f we mean a point x 0 in the domain at whih either the derivative is zero or it does not exists. So, geometrially, one

More information

Math 115 Spring 11 Written Homework 10 Solutions

Math 115 Spring 11 Written Homework 10 Solutions Math 5 Spring Written Homework 0 Solutions. For following its, state what indeterminate form the its are in and evaluate the its. (a) 3x 4x 4 x x 8 Solution: This is in indeterminate form 0. Algebraically,

More information

ter. on Can we get a still better result? Yes, by making the rectangles still smaller. As we make the rectangles smaller and smaller, the

ter. on Can we get a still better result? Yes, by making the rectangles still smaller. As we make the rectangles smaller and smaller, the Area and Tangent Problem Calculus is motivated by two main problems. The first is the area problem. It is a well known result that the area of a rectangle with length l and width w is given by A = wl.

More information

LIMITS AND DERIVATIVES

LIMITS AND DERIVATIVES 2 LIMITS AND DERIVATIVES LIMITS AND DERIVATIVES 2.2 The Limit of a Function In this section, we will learn: About limits in general and about numerical and graphical methods for computing them. THE LIMIT

More information

The Laws of Acceleration

The Laws of Acceleration The Laws of Aeleration The Relationships between Time, Veloity, and Rate of Aeleration Copyright 2001 Joseph A. Rybzyk Abstrat Presented is a theory in fundamental theoretial physis that establishes the

More information

M155 Exam 2 Concept Review

M155 Exam 2 Concept Review M155 Exam 2 Concept Review Mark Blumstein DERIVATIVES Product Rule Used to take the derivative of a product of two functions u and v. u v + uv Quotient Rule Used to take a derivative of the quotient of

More information

MAC Calculus II Summer All you need to know on partial fractions and more

MAC Calculus II Summer All you need to know on partial fractions and more MC -75-Calulus II Summer 00 ll you need to know on partial frations and more What are partial frations? following forms:.... where, α are onstants. Partial frations are frations of one of the + α, ( +

More information

LIMITS AT INFINITY MR. VELAZQUEZ AP CALCULUS

LIMITS AT INFINITY MR. VELAZQUEZ AP CALCULUS LIMITS AT INFINITY MR. VELAZQUEZ AP CALCULUS RECALL: VERTICAL ASYMPTOTES Remember that for a rational function, vertical asymptotes occur at values of x = a which have infinite its (either positive or

More information

Chapter 2: Solution of First order ODE

Chapter 2: Solution of First order ODE 0 Chapter : Solution of irst order ODE Se. Separable Equations The differential equation of the form that is is alled separable if f = h g; In order to solve it perform the following steps: Rewrite the

More information

1.5 Inverse Trigonometric Functions

1.5 Inverse Trigonometric Functions 1.5 Inverse Trigonometric Functions Remember that only one-to-one functions have inverses. So, in order to find the inverse functions for sine, cosine, and tangent, we must restrict their domains to intervals

More information

Strauss PDEs 2e: Section Exercise 3 Page 1 of 13. u tt c 2 u xx = cos x. ( 2 t c 2 2 x)u = cos x. v = ( t c x )u

Strauss PDEs 2e: Section Exercise 3 Page 1 of 13. u tt c 2 u xx = cos x. ( 2 t c 2 2 x)u = cos x. v = ( t c x )u Strauss PDEs e: Setion 3.4 - Exerise 3 Page 1 of 13 Exerise 3 Solve u tt = u xx + os x, u(x, ) = sin x, u t (x, ) = 1 + x. Solution Solution by Operator Fatorization Bring u xx to the other side. Write

More information

Limits: How to approach them?

Limits: How to approach them? Limits: How to approach them? The purpose of this guide is to show you the many ways to solve it problems. These depend on many factors. The best way to do this is by working out a few eamples. In particular,

More information

f(x) = lim x 0 + x = lim f(x) =

f(x) = lim x 0 + x = lim f(x) = Infinite Limits Having discussed in detail its as x ±, we would like to discuss in more detail its where f(x) ±. Once again we would like to emphasize that ± are not numbers, so if we write f(x) = we are

More information

APPLICATIONS OF DIFFERENTIATION

APPLICATIONS OF DIFFERENTIATION 4 APPLICATIONS OF DIFFERENTIATION APPLICATIONS OF DIFFERENTIATION 4.4 Indeterminate Forms and L Hospital s Rule In this section, we will learn: How to evaluate functions whose values cannot be found at

More information

AP Calculus AB Summer Math Packet

AP Calculus AB Summer Math Packet Name Date Section AP Calculus AB Summer Math Packet This assignment is to be done at you leisure during the summer. It is meant to help you practice mathematical skills necessary to be successful in Calculus

More information

Limits at Infinity. Horizontal Asymptotes. Definition (Limits at Infinity) Horizontal Asymptotes

Limits at Infinity. Horizontal Asymptotes. Definition (Limits at Infinity) Horizontal Asymptotes Limits at Infinity If a function f has a domain that is unbounded, that is, one of the endpoints of its domain is ±, we can determine the long term behavior of the function using a it at infinity. Definition

More information

MATH 151 Engineering Mathematics I

MATH 151 Engineering Mathematics I MATH 151 Engineering Mathematics I Fall 2018, WEEK 3 JoungDong Kim Week 3 Section 2.3, 2.5, 2.6, Calculating Limits Using the Limit Laws, Continuity, Limits at Infinity; Horizontal Asymptotes. Section

More information

Definition (The carefully thought-out calculus version based on limits).

Definition (The carefully thought-out calculus version based on limits). 4.1. Continuity and Graphs Definition 4.1.1 (Intuitive idea used in algebra based on graphing). A function, f, is continuous on the interval (a, b) if the graph of y = f(x) can be drawn over the interval

More information

HOW TO FACTOR. Next you reason that if it factors, then the factorization will look something like,

HOW TO FACTOR. Next you reason that if it factors, then the factorization will look something like, HOW TO FACTOR ax bx I now want to talk a bit about how to fator ax bx where all the oeffiients a, b, and are integers. The method that most people are taught these days in high shool (assuming you go to

More information

SUMMATION TECHNIQUES

SUMMATION TECHNIQUES SUMMATION TECHNIQUES MATH 53, SECTION 55 (VIPUL NAIK) Corresponding material in the book: Scattered around, but the most cutting-edge parts are in Sections 2.8 and 2.9. What students should definitely

More information

The Hanging Chain. John McCuan. January 19, 2006

The Hanging Chain. John McCuan. January 19, 2006 The Hanging Chain John MCuan January 19, 2006 1 Introdution We onsider a hain of length L attahed to two points (a, u a and (b, u b in the plane. It is assumed that the hain hangs in the plane under a

More information

2. If the values for f(x) can be made as close as we like to L by choosing arbitrarily large. lim

2. If the values for f(x) can be made as close as we like to L by choosing arbitrarily large. lim Limits at Infinity and Horizontal Asymptotes As we prepare to practice graphing functions, we should consider one last piece of information about a function that will be helpful in drawing its graph the

More information

APPLICATIONS OF DIFFERENTIATION

APPLICATIONS OF DIFFERENTIATION 4 APPLICATIONS OF DIFFERENTIATION APPLICATIONS OF DIFFERENTIATION 4.4 Indeterminate Forms and L Hospital s Rule In this section, we will learn: How to evaluate functions whose values cannot be found at

More information

Methods of evaluating tests

Methods of evaluating tests Methods of evaluating tests Let X,, 1 Xn be i.i.d. Bernoulli( p ). Then 5 j= 1 j ( 5, ) T = X Binomial p. We test 1 H : p vs. 1 1 H : p>. We saw that a LRT is 1 if t k* φ ( x ) =. otherwise (t is the observed

More information

Product Policy in Markets with Word-of-Mouth Communication. Technical Appendix

Product Policy in Markets with Word-of-Mouth Communication. Technical Appendix rodut oliy in Markets with Word-of-Mouth Communiation Tehnial Appendix August 05 Miro-Model for Inreasing Awareness In the paper, we make the assumption that awareness is inreasing in ustomer type. I.e.,

More information

LECTURE NOTES FOR , FALL 2004

LECTURE NOTES FOR , FALL 2004 LECTURE NOTES FOR 18.155, FALL 2004 83 12. Cone support and wavefront set In disussing the singular support of a tempered distibution above, notie that singsupp(u) = only implies that u C (R n ), not as

More information

Dr. Z s Math151 Handout #4.7 [L Hôspital s Rule]

Dr. Z s Math151 Handout #4.7 [L Hôspital s Rule] By Doron Zeilberger Dr Z s Math151 Handout #47 [L Hôspital s Rule] Problem Type 471 : Given certain its of certain functions f(x) g(x) at a designated point x = a determine whether the its (at that very

More information

Chapter 8 Indeterminate Forms and Improper Integrals Math Class Notes

Chapter 8 Indeterminate Forms and Improper Integrals Math Class Notes Chapter 8 Indeterminate Forms and Improper Integrals Math 1220-004 Class Notes Section 8.1: Indeterminate Forms of Type 0 0 Fact: The it of quotient is equal to the quotient of the its. (book page 68)

More information

Albertson AP Calculus AB AP CALCULUS AB SUMMER PACKET DUE DATE: The beginning of class on the last class day of the first week of school.

Albertson AP Calculus AB AP CALCULUS AB SUMMER PACKET DUE DATE: The beginning of class on the last class day of the first week of school. Albertson AP Calculus AB Name AP CALCULUS AB SUMMER PACKET 2015 DUE DATE: The beginning of class on the last class day of the first week of school. This assignment is to be done at you leisure during the

More information

Chapter 4: More Applications of Differentiation

Chapter 4: More Applications of Differentiation Chapter 4: More Applications of Differentiation Autumn 2017 Department of Mathematics Hong Kong Baptist University 1 / 68 In the fall of 1972, President Nixon announced that, the rate of increase of inflation

More information

Limits and Continuity

Limits and Continuity Limits and Continuity MATH 151 Calculus for Management J. Robert Buchanan Department of Mathematics Fall 2018 Objectives After this lesson we will be able to: Determine the left-hand and right-hand limits

More information

UNIT 3. Rational Functions Limits at Infinity (Horizontal and Slant Asymptotes) Infinite Limits (Vertical Asymptotes) Graphing Rational Functions

UNIT 3. Rational Functions Limits at Infinity (Horizontal and Slant Asymptotes) Infinite Limits (Vertical Asymptotes) Graphing Rational Functions UNIT 3 Rational Functions Limits at Infinity (Horizontal and Slant Asymptotes) Infinite Limits (Vertical Asymptotes) Graphing Rational Functions Recall From Unit Rational Functions f() is a rational function

More information

CHBE320 LECTURE X STABILITY OF CLOSED-LOOP CONTOL SYSTEMS. Professor Dae Ryook Yang

CHBE320 LECTURE X STABILITY OF CLOSED-LOOP CONTOL SYSTEMS. Professor Dae Ryook Yang CHBE320 LECTURE X STABILITY OF CLOSED-LOOP CONTOL SYSTEMS Professor Dae Ryook Yang Spring 208 Dept. of Chemial and Biologial Engineering 0- Road Map of the Leture X Stability of losed-loop ontrol system

More information

Section 1.x: The Variety of Asymptotic Experiences

Section 1.x: The Variety of Asymptotic Experiences calculus sin frontera Section.x: The Variety of Asymptotic Experiences We talked in class about the function y = /x when x is large. Whether you do it with a table x-value y = /x 0 0. 00.0 000.00 or with

More information

We can see that f(2) is undefined. (Plugging x = 2 into the function results in a 0 in the denominator)

We can see that f(2) is undefined. (Plugging x = 2 into the function results in a 0 in the denominator) In order to be successful in AP Calculus, you are expected to KNOW everything that came before. All topics from Algebra I, II, Geometry and of course Precalculus are expected to be mastered before you

More information

O.K. But what if the chicken didn t have access to a teleporter.

O.K. But what if the chicken didn t have access to a teleporter. The intermediate value theorem, and performing algebra on its. This is a dual topic lecture. : The Intermediate value theorem First we should remember what it means to be a continuous function: A function

More information

Advanced Mathematics Unit 2 Limits and Continuity

Advanced Mathematics Unit 2 Limits and Continuity Advanced Mathematics 3208 Unit 2 Limits and Continuity NEED TO KNOW Expanding Expanding Expand the following: A) (a + b) 2 B) (a + b) 3 C) (a + b)4 Pascals Triangle: D) (x + 2) 4 E) (2x -3) 5 Random Factoring

More information

Advanced Mathematics Unit 2 Limits and Continuity

Advanced Mathematics Unit 2 Limits and Continuity Advanced Mathematics 3208 Unit 2 Limits and Continuity NEED TO KNOW Expanding Expanding Expand the following: A) (a + b) 2 B) (a + b) 3 C) (a + b)4 Pascals Triangle: D) (x + 2) 4 E) (2x -3) 5 Random Factoring

More information

Chapter 8 Hypothesis Testing

Chapter 8 Hypothesis Testing Leture 5 for BST 63: Statistial Theory II Kui Zhang, Spring Chapter 8 Hypothesis Testing Setion 8 Introdution Definition 8 A hypothesis is a statement about a population parameter Definition 8 The two

More information

Announcements. Related Rates (last week), Linear approximations (today) l Hôpital s Rule (today) Newton s Method Curve sketching Optimization problems

Announcements. Related Rates (last week), Linear approximations (today) l Hôpital s Rule (today) Newton s Method Curve sketching Optimization problems Announcements Assignment 4 is now posted. Midterm results should be available by the end of the week (assuming the scantron results are back in time). Today: Continuation of applications of derivatives:

More information

AP Calculus Chapter 9: Infinite Series

AP Calculus Chapter 9: Infinite Series AP Calculus Chapter 9: Infinite Series 9. Sequences a, a 2, a 3, a 4, a 5,... Sequence: A function whose domain is the set of positive integers n = 2 3 4 a n = a a 2 a 3 a 4 terms of the sequence Begin

More information

Finding Limits Analytically

Finding Limits Analytically Finding Limits Analytically Most of this material is take from APEX Calculus under terms of a Creative Commons License In this handout, we explore analytic techniques to compute its. Suppose that f(x)

More information

Chapter 2. Limits and Continuity 2.6 Limits Involving Infinity; Asymptotes of Graphs

Chapter 2. Limits and Continuity 2.6 Limits Involving Infinity; Asymptotes of Graphs 2.6 Limits Involving Infinity; Asymptotes of Graphs Chapter 2. Limits and Continuity 2.6 Limits Involving Infinity; Asymptotes of Graphs Definition. Formal Definition of Limits at Infinity.. We say that

More information

Chapter REVIEW ANSWER KEY

Chapter REVIEW ANSWER KEY TEXTBOOK HELP Pg. 313 Chapter 3.2-3.4 REVIEW ANSWER KEY 1. What qualifies a function as a polynomial? Powers = non-negative integers Polynomial functions of degree 2 or higher have graphs that are smooth

More information

Aim: How do we prepare for AP Problems on limits, continuity and differentiability? f (x)

Aim: How do we prepare for AP Problems on limits, continuity and differentiability? f (x) Name AP Calculus Date Supplemental Review 1 Aim: How do we prepare for AP Problems on limits, continuity and differentiability? Do Now: Use the graph of f(x) to evaluate each of the following: 1. lim x

More information

1 Functions, Graphs and Limits

1 Functions, Graphs and Limits 1 Functions, Graphs and Limits 1.1 The Cartesian Plane In this course we will be dealing a lot with the Cartesian plane (also called the xy-plane), so this section should serve as a review of it and its

More information

Acoustic Waves in a Duct

Acoustic Waves in a Duct Aousti Waves in a Dut 1 One-Dimensional Waves The one-dimensional wave approximation is valid when the wavelength λ is muh larger than the diameter of the dut D, λ D. The aousti pressure disturbane p is

More information

Panos Kouvelis Olin School of Business Washington University

Panos Kouvelis Olin School of Business Washington University Quality-Based Cometition, Profitability, and Variable Costs Chester Chambers Co Shool of Business Dallas, TX 7575 hamber@mailosmuedu -768-35 Panos Kouvelis Olin Shool of Business Washington University

More information

Skill 6 Exponential and Logarithmic Functions

Skill 6 Exponential and Logarithmic Functions Skill 6 Exponential and Logarithmic Functions Skill 6a: Graphs of Exponential Functions Skill 6b: Solving Exponential Equations (not requiring logarithms) Skill 6c: Definition of Logarithms Skill 6d: Graphs

More information

Math 151 Introduction to Eigenvectors

Math 151 Introduction to Eigenvectors Math 151 Introdution to Eigenvetors The motivating example we used to desrie matrixes was landsape hange and vegetation suession. We hose the simple example of Bare Soil (B), eing replaed y Grasses (G)

More information

Control Theory association of mathematics and engineering

Control Theory association of mathematics and engineering Control Theory assoiation of mathematis and engineering Wojieh Mitkowski Krzysztof Oprzedkiewiz Department of Automatis AGH Univ. of Siene & Tehnology, Craow, Poland, Abstrat In this paper a methodology

More information

MODELS FOR VARIABLE RECRUITMENT (continued)

MODELS FOR VARIABLE RECRUITMENT (continued) ODL FOR VARIABL RCRUITNT (ontinue) The other moel ommonly use to relate reruitment strength with the size of the parental spawning population is a moel evelope by Beverton an Holt (957, etion 6), whih

More information

Rational Functions. Elementary Functions. Algebra with mixed fractions. Algebra with mixed fractions

Rational Functions. Elementary Functions. Algebra with mixed fractions. Algebra with mixed fractions Rational Functions A rational function f (x) is a function which is the ratio of two polynomials, that is, Part 2, Polynomials Lecture 26a, Rational Functions f (x) = where and are polynomials Dr Ken W

More information

Solutions to Math 41 First Exam October 15, 2013

Solutions to Math 41 First Exam October 15, 2013 Solutions to Math 41 First Exam October 15, 2013 1. (16 points) Find each of the following its, with justification. If the it does not exist, explain why. If there is an infinite it, then explain whether

More information

6.1 Polynomial Functions

6.1 Polynomial Functions 6.1 Polynomial Functions Definition. A polynomial function is any function p(x) of the form p(x) = p n x n + p n 1 x n 1 + + p 2 x 2 + p 1 x + p 0 where all of the exponents are non-negative integers and

More information

Infinite Limits. Infinite Limits. Infinite Limits. Previously, we discussed the limits of rational functions with the indeterminate form 0/0.

Infinite Limits. Infinite Limits. Infinite Limits. Previously, we discussed the limits of rational functions with the indeterminate form 0/0. Infinite Limits Return to Table of Contents Infinite Limits Infinite Limits Previously, we discussed the limits of rational functions with the indeterminate form 0/0. Now we will consider rational functions

More information

and lim lim 6. The Squeeze Theorem

and lim lim 6. The Squeeze Theorem Limits (day 3) Things we ll go over today 1. Limits of the form 0 0 (continued) 2. Limits of piecewise functions 3. Limits involving absolute values 4. Limits of compositions of functions 5. Limits similar

More information

2. Algebraic functions, power functions, exponential functions, trig functions

2. Algebraic functions, power functions, exponential functions, trig functions Math, Prep: Familiar Functions (.,.,.5, Appendix D) Name: Names of collaborators: Main Points to Review:. Functions, models, graphs, tables, domain and range. Algebraic functions, power functions, exponential

More information

5.8 Indeterminate forms and L Hôpital s rule

5.8 Indeterminate forms and L Hôpital s rule 5.8 Indeterminate forms and L Hôpital s rule Mark Woodard Furman U Fall 2009 Mark Woodard (Furman U) 5.8 Indeterminate forms and L Hôpital s rule Fall 2009 1 / 11 Outline 1 The forms 0/0 and / 2 Examples

More information

Function Notation We use the f(x) (read f of x) notation to represent a function. E.g. f(x) = 3x 1 Here, f is the name of the function, x is the

Function Notation We use the f(x) (read f of x) notation to represent a function. E.g. f(x) = 3x 1 Here, f is the name of the function, x is the Functions Informal definition of a function: A function between two sets is a rule that assigns to each member in the first set (called the domain) one and only one member in the second set (called the

More information

Average Rate Speed Scaling

Average Rate Speed Scaling Average Rate Speed Saling Nikhil Bansal David P. Bunde Ho-Leung Chan Kirk Pruhs May 2, 2008 Abstrat Speed saling is a power management tehnique that involves dynamially hanging the speed of a proessor.

More information

Mission 1 Simplify and Multiply Rational Expressions

Mission 1 Simplify and Multiply Rational Expressions Algebra Honors Unit 6 Rational Functions Name Quest Review Questions Mission 1 Simplify and Multiply Rational Expressions 1) Compare the two functions represented below. Determine which of the following

More information

MA 123 September 8, 2016

MA 123 September 8, 2016 Instantaneous velocity and its Today we first revisit the notion of instantaneous velocity, and then we discuss how we use its to compute it. Learning Catalytics session: We start with a question about

More information

Communicating Special Relativity Theory s Mathematical Inconsistencies

Communicating Special Relativity Theory s Mathematical Inconsistencies Communiating Speial Relatiity Theory s Mathematial Inonsistenies Steen B Bryant Primitie Logi, In, 704 Sansome Street, San Franiso, California 94111 Stee.Bryant@RelatiityChallenge.Com Einstein s Speial

More information

2 = = 0 Thus, the number which is largest in magnitude is equal to the number which is smallest in magnitude.

2 = = 0 Thus, the number which is largest in magnitude is equal to the number which is smallest in magnitude. Limits at Infinity Two additional topics of interest with its are its as x ± and its where f(x) ±. Before we can properly discuss the notion of infinite its, we will need to begin with a discussion on

More information

MAT137 Calculus! Lecture 9

MAT137 Calculus! Lecture 9 MAT137 Calculus! Lecture 9 Today we will study: Limits at infinity. L Hôpital s Rule. Mean Value Theorem. (11.5,11.6, 4.1) PS3 is due this Friday June 16. Next class: Applications of the Mean Value Theorem.

More information

6.4 Dividing Polynomials: Long Division and Synthetic Division

6.4 Dividing Polynomials: Long Division and Synthetic Division 6 CHAPTER 6 Rational Epressions 6. Whih of the following are equivalent to? y a., b. # y. y, y 6. Whih of the following are equivalent to 5? a a. 5, b. a 5, 5. # a a 6. In your own words, eplain one method

More information

Mathematic 108, Fall 2015: Solutions to assignment #7

Mathematic 108, Fall 2015: Solutions to assignment #7 Mathematic 08, Fall 05: Solutions to assignment #7 Problem # Suppose f is a function with f continuous on the open interval I and so that f has a local maximum at both x = a and x = b for a, b I with a

More information

Solutions Manual. Selected odd-numbered problems in. Chapter 2. for. Proof: Introduction to Higher Mathematics. Seventh Edition

Solutions Manual. Selected odd-numbered problems in. Chapter 2. for. Proof: Introduction to Higher Mathematics. Seventh Edition Solutions Manual Seleted odd-numbered problems in Chapter for Proof: Introdution to Higher Mathematis Seventh Edition Warren W. Esty and Norah C. Esty 5 4 3 1 Setion.1. Sentenes with One Variable Chapter

More information

MATH 408N PRACTICE MIDTERM 1

MATH 408N PRACTICE MIDTERM 1 02/0/202 Bormashenko MATH 408N PRACTICE MIDTERM Show your work for all the problems. Good luck! () (a) [5 pts] Solve for x if 2 x+ = 4 x Name: TA session: Writing everything as a power of 2, 2 x+ = (2

More information

SET 1. (1) Solve for x: (a) e 2x = 5 3x

SET 1. (1) Solve for x: (a) e 2x = 5 3x () Solve for x: (a) e x = 5 3x SET We take natural log on both sides: ln(e x ) = ln(5 3x ) x = 3 x ln(5) Now we take log base on both sides: log ( x ) = log (3 x ln 5) x = log (3 x ) + log (ln(5)) x x

More information

MATH 250 TOPIC 11 LIMITS. A. Basic Idea of a Limit and Limit Laws. Answers to Exercises and Problems

MATH 250 TOPIC 11 LIMITS. A. Basic Idea of a Limit and Limit Laws. Answers to Exercises and Problems Math 5 T-Limits Page MATH 5 TOPIC LIMITS A. Basic Idea of a Limit and Limit Laws B. Limits of the form,, C. Limits as or as D. Summary for Evaluating Limits Answers to Eercises and Problems Math 5 T-Limits

More information

6665/01 Edexcel GCE Core Mathematics C3 Silver Level S4

6665/01 Edexcel GCE Core Mathematics C3 Silver Level S4 Paper Referene(s) 6665/0 Edexel GCE Core Mathematis C Silver Level S4 Time: hour 0 minutes Materials required for examination papers Mathematial Formulae (Green) Items inluded with question Nil Candidates

More information

Ordered fields and the ultrafilter theorem

Ordered fields and the ultrafilter theorem F U N D A M E N T A MATHEMATICAE 59 (999) Ordered fields and the ultrafilter theorem by R. B e r r (Dortmund), F. D e l o n (Paris) and J. S h m i d (Dortmund) Abstrat. We prove that on the basis of ZF

More information

Differential Equations 8/24/2010

Differential Equations 8/24/2010 Differential Equations A Differential i Equation (DE) is an equation ontaining one or more derivatives of an unknown dependant d variable with respet to (wrt) one or more independent variables. Solution

More information

To get horizontal and slant asymptotes algebraically we need to know about end behaviour for rational functions.

To get horizontal and slant asymptotes algebraically we need to know about end behaviour for rational functions. Concepts: Horizontal Asymptotes, Vertical Asymptotes, Slant (Oblique) Asymptotes, Transforming Reciprocal Function, Sketching Rational Functions, Solving Inequalities using Sign Charts. Rational Function

More information

College Algebra. Chapter 5 Review Created by: Lauren Atkinson. Math Coordinator, Mary Stangler Center for Academic Success

College Algebra. Chapter 5 Review Created by: Lauren Atkinson. Math Coordinator, Mary Stangler Center for Academic Success College Algebra Chapter 5 Review Created by: Lauren Atkinson Math Coordinator, Mary Stangler Center for Academic Success Note: This review is composed of questions from the chapter review at the end of

More information

The trick is to multiply the numerator and denominator of the big fraction by the least common denominator of every little fraction.

The trick is to multiply the numerator and denominator of the big fraction by the least common denominator of every little fraction. Complex Fractions A complex fraction is an expression that features fractions within fractions. To simplify complex fractions, we only need to master one very simple method. Simplify 7 6 +3 8 4 3 4 The

More information

Modes are solutions, of Maxwell s equation applied to a specific device.

Modes are solutions, of Maxwell s equation applied to a specific device. Mirowave Integrated Ciruits Prof. Jayanta Mukherjee Department of Eletrial Engineering Indian Institute of Tehnology, Bombay Mod 01, Le 06 Mirowave omponents Welome to another module of this NPTEL mok

More information

Math 3 Variable Manipulation Part 3 Polynomials A

Math 3 Variable Manipulation Part 3 Polynomials A Math 3 Variable Manipulation Part 3 Polynomials A 1 MATH 1 & 2 REVIEW: VOCABULARY Constant: A term that does not have a variable is called a constant. Example: the number 5 is a constant because it does

More information

AQA Level 2 Further mathematics Further algebra. Section 4: Proof and sequences

AQA Level 2 Further mathematics Further algebra. Section 4: Proof and sequences AQA Level 2 Further mathematics Further algebra Section 4: Proof and sequences Notes and Examples These notes contain subsections on Algebraic proof Sequences The limit of a sequence Algebraic proof Proof

More information

The Growth of Functions. A Practical Introduction with as Little Theory as possible

The Growth of Functions. A Practical Introduction with as Little Theory as possible The Growth of Functions A Practical Introduction with as Little Theory as possible Complexity of Algorithms (1) Before we talk about the growth of functions and the concept of order, let s discuss why

More information

MATH 1910 Limits Numerically and Graphically Introduction to Limits does not exist DNE DOES does not Finding Limits Numerically

MATH 1910 Limits Numerically and Graphically Introduction to Limits does not exist DNE DOES does not Finding Limits Numerically MATH 90 - Limits Numerically and Graphically Introduction to Limits The concept of a limit is our doorway to calculus. This lecture will explain what the limit of a function is and how we can find such

More information

MATH 408N PRACTICE FINAL

MATH 408N PRACTICE FINAL 2/03/20 Bormashenko MATH 408N PRACTICE FINAL Show your work for all the problems. Good luck! () Let f(x) = ex e x. (a) [5 pts] State the domain and range of f(x). Name: TA session: Since e x is defined

More information

Sect Introduction to Rational Expressions

Sect Introduction to Rational Expressions 127 Sect 7.1 - Introduction to Rational Expressions Concept #1 Definition of a Rational Expression. Recall that a rational number is any number that can be written as the ratio of two integers where the

More information

a x a y = a x+y a x a = y ax y (a x ) r = a rx and log a (xy) = log a (x) + log a (y) log a ( x y ) = log a(x) log a (y) log a (x r ) = r log a (x).

a x a y = a x+y a x a = y ax y (a x ) r = a rx and log a (xy) = log a (x) + log a (y) log a ( x y ) = log a(x) log a (y) log a (x r ) = r log a (x). You should prepare the following topics for our final exam. () Pre-calculus. (2) Inverses. (3) Algebra of Limits. (4) Derivative Formulas and Rules. (5) Graphing Techniques. (6) Optimization (Maxima and

More information

Finding local extrema and intervals of increase/decrease

Finding local extrema and intervals of increase/decrease Finding local extrema and intervals of increase/decrease Example 1 Find the relative extrema of f(x) = increasing and decreasing. ln x x. Also, find where f(x) is STEP 1: Find the domain of the function

More information

SOA/CAS MAY 2003 COURSE 1 EXAM SOLUTIONS

SOA/CAS MAY 2003 COURSE 1 EXAM SOLUTIONS SOA/CAS MAY 2003 COURSE 1 EXAM SOLUTIONS Prepared by S. Broverman e-mail 2brove@rogers.om website http://members.rogers.om/2brove 1. We identify the following events:. - wathed gymnastis, ) - wathed baseball,

More information

Appendix A Market-Power Model of Business Groups. Robert C. Feenstra Deng-Shing Huang Gary G. Hamilton Revised, November 2001

Appendix A Market-Power Model of Business Groups. Robert C. Feenstra Deng-Shing Huang Gary G. Hamilton Revised, November 2001 Appendix A Market-Power Model of Business Groups Roert C. Feenstra Deng-Shing Huang Gary G. Hamilton Revised, Novemer 200 Journal of Eonomi Behavior and Organization, 5, 2003, 459-485. To solve for the

More information

Lecture 5 - Logarithms, Slope of a Function, Derivatives

Lecture 5 - Logarithms, Slope of a Function, Derivatives Lecture 5 - Logarithms, Slope of a Function, Derivatives 5. Logarithms Note the graph of e x This graph passes the horizontal line test, so f(x) = e x is one-to-one and therefore has an inverse function.

More information

MTH30 Review Sheet. y = g(x) BRONX COMMUNITY COLLEGE of the City University of New York DEPARTMENT OF MATHEMATICS & COMPUTER SCIENCE

MTH30 Review Sheet. y = g(x) BRONX COMMUNITY COLLEGE of the City University of New York DEPARTMENT OF MATHEMATICS & COMPUTER SCIENCE BRONX COMMUNITY COLLEGE of the City University of New York DEPARTMENT OF MATHEMATICS & COMPUTER SCIENCE MTH0 Review Sheet. Given the functions f and g described by the graphs below: y = f(x) y = g(x) (a)

More information

Review Problems for Test 1

Review Problems for Test 1 Review Problems for Test Math 6-03/06 9 9/0 007 These problems are provided to help you study The presence of a problem on this handout does not imply that there will be a similar problem on the test And

More information

3.7 Indeterminate Forms - l Hôpital s Rule

3.7 Indeterminate Forms - l Hôpital s Rule 3.7. INDETERMINATE FORMS - L HÔPITAL S RULE 4 3.7 Indeterminate Forms - l Hôpital s Rule 3.7. Introduction An indeterminate form is a form for which the answer is not predictable. From the chapter on lits,

More information

Assignment 16 Assigned Weds Oct 11

Assignment 16 Assigned Weds Oct 11 Assignment 6 Assigned Weds Oct Section 8, Problem 3 a, a 3, a 3 5, a 4 7 Section 8, Problem 4 a, a 3, a 3, a 4 3 Section 8, Problem 9 a, a, a 3, a 4 4, a 5 8, a 6 6, a 7 3, a 8 64, a 9 8, a 0 56 Section

More information

Hankel Optimal Model Order Reduction 1

Hankel Optimal Model Order Reduction 1 Massahusetts Institute of Tehnology Department of Eletrial Engineering and Computer Siene 6.245: MULTIVARIABLE CONTROL SYSTEMS by A. Megretski Hankel Optimal Model Order Redution 1 This leture overs both

More information

Study of EM waves in Periodic Structures (mathematical details)

Study of EM waves in Periodic Structures (mathematical details) Study of EM waves in Periodi Strutures (mathematial details) Massahusetts Institute of Tehnology 6.635 partial leture notes 1 Introdution: periodi media nomenlature 1. The spae domain is defined by a basis,(a

More information

1. Use the properties of exponents to simplify the following expression, writing your answer with only positive exponents.

1. Use the properties of exponents to simplify the following expression, writing your answer with only positive exponents. Math120 - Precalculus. Final Review. Fall, 2011 Prepared by Dr. P. Babaali 1 Algebra 1. Use the properties of exponents to simplify the following expression, writing your answer with only positive exponents.

More information

). In accordance with the Lorentz transformations for the space-time coordinates of the same event, the space coordinates become

). In accordance with the Lorentz transformations for the space-time coordinates of the same event, the space coordinates become Relativity and quantum mehanis: Jorgensen 1 revisited 1. Introdution Bernhard Rothenstein, Politehnia University of Timisoara, Physis Department, Timisoara, Romania. brothenstein@gmail.om Abstrat. We first

More information