10.4 Comparison Tests

Size: px
Start display at page:

Download "10.4 Comparison Tests"

Transcription

1 0.4 Comparison Tests

2 The Statement Theorem Let a n be a series with no negative terms. (a) a n converges if there is a convergent series c n with a n c n n > N, N Z (b) a n diverges if there is a divergent series of nonnegative terms d n with a n d n n > N, N Z

3 The Statement Theorem Let a n be a series with no negative terms. (a) a n converges if there is a convergent series c n with a n c n n > N, N Z (b) a n diverges if there is a divergent series of nonnegative terms d n with a n d n n > N, N Z The idea is that for some very difficult looking series, we can use either known or easier series to determine convergence. This is similar to the Comparison Test for integrals that we talked about in chapter 8.

4 First Determine if the following series converges: k= k 2

5 First Determine if the following series converges: k= k 2 What is a good choice for comparison?

6 First Determine if the following series converges: k= k 2 What is a good choice for comparison? We know that diverges because p = 2 <. k= k

7 First Determine if the following series converges: k= k 2 What is a good choice for comparison? We know that k= k diverges because p = 2 <. Since k > for all k 2 k =, 2,, we have, by the Comparison Test, that our series diverges as well.

8 Second Exmaple Determine if the following series converges: k= 2k 2 + k

9 Second Exmaple Determine if the following series converges: k= 2k 2 + k Good choice for comparison?

10 Second Exmaple Determine if the following series converges: k= 2k 2 + k Good choice for comparison? We know that k= 2k 2 = 2 k= converges by the P-series test and multiplication by a constant does not change convergence - only the value of the sum and if we are only concerned about convergence, we don t care about the sum right now. Also, we know 2k 2 +k < for k =, 2,, 2k 2 so our series converges as well. k 2

11 The Limit Comparison Test Theorem Suppose that a n > 0 and b n > 0 for all n N, N Z. a (a) If lim n n b n (b) If lim n (c) If lim n a n b n a n b n = c > 0, then a n and b n both converge or diverge. = 0 and b n converges, then a n converges. = and b n diverges then a n diverges.

12 The Limit Comparison Test Theorem Suppose that a n > 0 and b n > 0 for all n N, N Z. a (a) If lim n n b n (b) If lim n (c) If lim n a n b n a n b n = c > 0, then a n and b n both converge or diverge. = 0 and b n converges, then a n converges. = and b n diverges then a n diverges. This is very much like the related rates (rates of growth) section we did (section 7.4).

13 First Determine if the given series converges. k= k

14 First Determine if the given series converges. k= k This one could be done using the comparison test as well, and we will use the same series for comparison that we would if we were using that test as well. When using this test, we first want to decide whether we think the series converges or diverges and we want to choose a known series that behaves similarly.

15 First Determine if the given series converges. k= k This one could be done using the comparison test as well, and we will use the same series for comparison that we would if we were using that test as well. When using this test, we first want to decide whether we think the series converges or diverges and we want to choose a known series that behaves similarly. What would be a good choice here?

16 First Here we choose k, which we have seen diverges by the P-series test.

17 First Here we choose k, which we have seen diverges by the P-series test. Then, since lim k a k b k

18 First Here we choose k, which we have seen diverges by the P-series test. Then, since = lim k a lim k k b k k k

19 First Here we choose k, which we have seen diverges by the P-series test. Then, since = lim k = lim k a lim k k b k k k k k =

20 First Here we choose k, which we have seen diverges by the P-series test. Then, since = lim k = lim k a lim k k b k k k k k = By the Limit Comparison Test (), since k diverges, so does our series.

21 Second Determine if the following series converges: k= 2k 2 + k

22 Second Determine if the following series converges: k= 2k 2 + k Choice?

23 Second Determine if the following series converges: k= 2k 2 + k Choice? We will use 2k 2 as we did using the Comparison Test.

24 Second Determine if the following series converges: k= 2k 2 + k Choice? We will use 2k 2 as we did using the Comparison Test. We know that 2k 2 converges, and since a lim k = lim k b k k 2k 2 +k 2k 2 = we can again invoke the Limit comparison Test to conclude that converges also. 2k 2 +k

25 Last Determine if the following series converges: 3k 3 2k k k= 7 k 3 + 2

26 Last Determine if the following series converges: 3k 3 2k k k= 7 k What does this expression behave like?

27 Last Determine if the following series converges: 3k 3 2k k k= 7 k What does this expression behave like? This rational expression behaves live 3 k 4, so we will use b k = 3 k 4. We know that 3 x 4 converges by the P-series test.

28 Last Now, lim k a k b k

29 Last Now, a lim k = lim k b k k 3k 3 2k 2 +4 k 7 k k 4

30 Last Now, a lim k = lim k b k k 3k 3 2k 2 +4 k 7 k k 4 3k = 3 2k lim k k 7 k k4 3

31 Last Now, a lim k = lim k b k k 3k 3 2k 2 +4 k 7 k k 4 3k = 3 2k lim k k 7 k k4 3 When we simplify this, we get 3k 7 2k 6 + 4k 4 lim k 3k 7 3k =

32 Last Now, a lim k = lim k b k k 3k 3 2k 2 +4 k 7 k k 4 3k = 3 2k lim k k 7 k k4 3 When we simplify this, we get 3k 7 2k 6 + 4k 4 lim k 3k 7 3k = So, since b k converges, we know our series does as well by the Limit Comparison Test.

An Outline of Some Basic Theorems on Infinite Series

An Outline of Some Basic Theorems on Infinite Series An Outline of Some Basic Theorems on Infinite Series I. Introduction In class, we will be discussing the fact that well-behaved functions can be expressed as infinite sums or infinite polynomials. For

More information

The integral test and estimates of sums

The integral test and estimates of sums The integral test Suppose f is a continuous, positive, decreasing function on [, ) and let a n = f (n). Then the series n= a n is convergent if and only if the improper integral f (x)dx is convergent.

More information

Math 231E, Lecture 25. Integral Test and Estimating Sums

Math 231E, Lecture 25. Integral Test and Estimating Sums Math 23E, Lecture 25. Integral Test and Estimating Sums Integral Test The definition of determining whether the sum n= a n converges is:. Compute the partial sums s n = a k, k= 2. Check that s n is a convergent

More information

lim Bounded above by M Converges to L M

lim Bounded above by M Converges to L M Calculus 2 MONOTONE SEQUENCES If for all we say is nondecreasing. If for all we say is increasing. Similarly for nonincreasing decreasing. A sequence is said to be monotonic if it is either nondecreasing

More information

Because of the special form of an alternating series, there is an simple way to determine that many such series converge:

Because of the special form of an alternating series, there is an simple way to determine that many such series converge: Section.5 Absolute and Conditional Convergence Another special type of series that we will consider is an alternating series. A series is alternating if the sign of the terms alternates between positive

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

Chapter 8. Infinite Series

Chapter 8. Infinite Series 8.4 Series of Nonnegative Terms Chapter 8. Infinite Series 8.4 Series of Nonnegative Terms Note. Given a series we have two questions:. Does the series converge? 2. If it converges, what is its sum? Corollary

More information

Assignment 16 Solution. Please do not copy and paste my answer. You will get similar questions but with different numbers!

Assignment 16 Solution. Please do not copy and paste my answer. You will get similar questions but with different numbers! Assignment 6 Solution Please do not copy and paste my answer. You will get similar questions but with different numbers! Suppose f is a continuous, positive, decreasing function on [, ) and let a n = f

More information

Testing Series with Mixed Terms

Testing Series with Mixed Terms Testing Series with Mixed Terms Philippe B. Laval KSU Today Philippe B. Laval (KSU) Series with Mixed Terms Today 1 / 17 Outline 1 Introduction 2 Absolute v.s. Conditional Convergence 3 Alternating Series

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

Seunghee Ye Ma 8: Week 2 Oct 6

Seunghee Ye Ma 8: Week 2 Oct 6 Week 2 Summary This week, we will learn about sequences and real numbers. We first define what we mean by a sequence and discuss several properties of sequences. Then, we will talk about what it means

More information

2.3 Solving Equations Containing Fractions and Decimals

2.3 Solving Equations Containing Fractions and Decimals 2. Solving Equations Containing Fractions and Decimals Objectives In this section, you will learn to: To successfully complete this section, you need to understand: Solve equations containing fractions

More information

20. The pole diagram and the Laplace transform

20. The pole diagram and the Laplace transform 95 0. The pole diagram and the Laplace transform When working with the Laplace transform, it is best to think of the variable s in F (s) as ranging over the complex numbers. In the first section below

More information

2 2 + x =

2 2 + x = Lecture 30: Power series A Power Series is a series of the form c n = c 0 + c 1 x + c x + c 3 x 3 +... where x is a variable, the c n s are constants called the coefficients of the series. n = 1 + x +

More information

22. RADICALS. x add 5. multiply by 7

22. RADICALS. x add 5. multiply by 7 22. RADICALS doing something, then undoing it The concept of doing something and then undoing it is very important in mathematics. Here are some eamples: Take a number. Add 5 to it. How can you get back

More information

1.10 Continuity Brian E. Veitch

1.10 Continuity Brian E. Veitch 1.10 Continuity Definition 1.5. A function is continuous at x = a if 1. f(a) exists 2. lim x a f(x) exists 3. lim x a f(x) = f(a) If any of these conditions fail, f is discontinuous. Note: From algebra

More information

Notice that we are switching from the subtraction to adding the negative of the following term

Notice that we are switching from the subtraction to adding the negative of the following term MTH95 Day 6 Sections 5.3 & 7.1 Section 5.3 Polynomials and Polynomial Functions Definitions: Term Constant Factor Coefficient Polynomial Monomial Binomial Trinomial Degree of a term Degree of a Polynomial

More information

Lesson Objectives: we will learn:

Lesson Objectives: we will learn: Lesson Objectives: Setting the Stage: Lesson 66 Improper Integrals HL Math - Santowski we will learn: How to solve definite integrals where the interval is infinite and where the function has an infinite

More information

Name: ANSWER KEY Math 155B Test 3, Thurs 3 Nov 2011, 4 pages, 50 points, 75 minutes.

Name: ANSWER KEY Math 155B Test 3, Thurs 3 Nov 2011, 4 pages, 50 points, 75 minutes. Name: ANSWER KEY Math 55B Test 3, Thurs 3 Nov 20, 4 pages, 50 points, 75 minutes. Class results Median score, 34/50 = 68% Mean score, 34.06/50 = 68.2% High score, 50/50 ( person) Note: In this answer key,

More information

Integer-Valued Polynomials

Integer-Valued Polynomials Integer-Valued Polynomials LA Math Circle High School II Dillon Zhi October 11, 2015 1 Introduction Some polynomials take integer values p(x) for all integers x. The obvious examples are the ones where

More information

SECTION 2.3: LONG AND SYNTHETIC POLYNOMIAL DIVISION

SECTION 2.3: LONG AND SYNTHETIC POLYNOMIAL DIVISION 2.25 SECTION 2.3: LONG AND SYNTHETIC POLYNOMIAL DIVISION PART A: LONG DIVISION Ancient Example with Integers 2 4 9 8 1 In general: dividend, f divisor, d We can say: 9 4 = 2 + 1 4 By multiplying both sides

More information

The derivative: Definition

The derivative: Definition The derivative: Definition The derivative of a function at a point x = a is defined as * +,' -*(+) lim ' ) ' = f (a) Alternative notation: let h = x a = δx * 5 -*(+) 7* lim = lim = f (a) 5 + 5-+ 75 ) 75

More information

The Comparison Test. J. Gonzalez-Zugasti, University of Massachusetts - Lowell

The Comparison Test. J. Gonzalez-Zugasti, University of Massachusetts - Lowell The Comparison Test The Comparison Test Let a k and b k be series with positive terms and suppose a N b N, a N+ b N+, a N+2 b N+2,, a) If the bigger series b k converges, then the smaller series a k also

More information

1. (25 points) Consider the region bounded by the curves x 2 = y 3 and y = 1. (a) Sketch both curves and shade in the region. x 2 = y 3.

1. (25 points) Consider the region bounded by the curves x 2 = y 3 and y = 1. (a) Sketch both curves and shade in the region. x 2 = y 3. Test Solutions. (5 points) Consider the region bounded by the curves x = y 3 and y =. (a) Sketch both curves and shade in the region. x = y 3 y = (b) Find the area of the region above. Solution: Observing

More information

MIDTERM REVIEW FOR MATH The limit

MIDTERM REVIEW FOR MATH The limit MIDTERM REVIEW FOR MATH 500 SHUANGLIN SHAO. The limit Define lim n a n = A: For any ε > 0, there exists N N such that for any n N, a n A < ε. The key in this definition is to realize that the choice of

More information

5.1 Simplifying Rational Expressions

5.1 Simplifying Rational Expressions 5. Simplifying Rational Expressions Now that we have mastered the process of factoring, in this chapter, we will have to use a great deal of the factoring concepts that we just learned. We begin with the

More information

1.4 Techniques of Integration

1.4 Techniques of Integration .4 Techniques of Integration Recall the following strategy for evaluating definite integrals, which arose from the Fundamental Theorem of Calculus (see Section.3). To calculate b a f(x) dx. Find a function

More information

Solving with Absolute Value

Solving with Absolute Value Solving with Absolute Value Who knew two little lines could cause so much trouble? Ask someone to solve the equation 3x 2 = 7 and they ll say No problem! Add just two little lines, and ask them to solve

More information

Lecture I: Introduction to Tropical Geometry David Speyer

Lecture I: Introduction to Tropical Geometry David Speyer Lecture I: Introduction to Tropical Geometry David Speyer The field of Puiseux series C[[t]] is the ring of formal power series a 0 + a 1 t + and C((t)) is the field of formal Laurent series: a N t N +

More information

Physics 6303 Lecture 22 November 7, There are numerous methods of calculating these residues, and I list them below. lim

Physics 6303 Lecture 22 November 7, There are numerous methods of calculating these residues, and I list them below. lim Physics 6303 Lecture 22 November 7, 208 LAST TIME:, 2 2 2, There are numerous methods of calculating these residues, I list them below.. We may calculate the Laurent series pick out the coefficient. 2.

More information

18.175: Lecture 2 Extension theorems, random variables, distributions

18.175: Lecture 2 Extension theorems, random variables, distributions 18.175: Lecture 2 Extension theorems, random variables, distributions Scott Sheffield MIT Outline Extension theorems Characterizing measures on R d Random variables Outline Extension theorems Characterizing

More information

Absolute Convergence and the Ratio & Root Tests

Absolute Convergence and the Ratio & Root Tests Absolute Convergence and the Ratio & Root Tests Math114 Department of Mathematics, University of Kentucky February 20, 2017 Math114 Lecture 15 1/ 12 ( 1) n 1 = 1 1 + 1 1 + 1 1 + Math114 Lecture 15 2/ 12

More information

Power Series. Part 1. J. Gonzalez-Zugasti, University of Massachusetts - Lowell

Power Series. Part 1. J. Gonzalez-Zugasti, University of Massachusetts - Lowell Power Series Part 1 1 Power Series Suppose x is a variable and c k & a are constants. A power series about x = 0 is c k x k A power series about x = a is c k x a k a = center of the power series c k =

More information

T 1. The value function v(x) is the expected net gain when using the optimal stopping time starting at state x:

T 1. The value function v(x) is the expected net gain when using the optimal stopping time starting at state x: 108 OPTIMAL STOPPING TIME 4.4. Cost functions. The cost function g(x) gives the price you must pay to continue from state x. If T is your stopping time then X T is your stopping state and f(x T ) is your

More information

Calculus (Math 1A) Lecture 5

Calculus (Math 1A) Lecture 5 Calculus (Math 1A) Lecture 5 Vivek Shende September 5, 2017 Hello and welcome to class! Hello and welcome to class! Last time Hello and welcome to class! Last time We discussed composition, inverses, exponentials,

More information

The infinite series is written using sigma notation as: lim u k. lim. better yet, we can say if the

The infinite series is written using sigma notation as: lim u k. lim. better yet, we can say if the Divergence and Integral Test With the previous content, we used the idea of forming a closed form for the n th partial sum and taking its limit to determine the SUM of the series (if it exists). *** It

More information

8.5 Taylor Polynomials and Taylor Series

8.5 Taylor Polynomials and Taylor Series 8.5. TAYLOR POLYNOMIALS AND TAYLOR SERIES 50 8.5 Taylor Polynomials and Taylor Series Motivating Questions In this section, we strive to understand the ideas generated by the following important questions:

More information

Solved problems: (Power) series 1. Sum up the series (if it converges) 3 k+1 a) 2 2k+5 ; b) 1. k(k + 1).

Solved problems: (Power) series 1. Sum up the series (if it converges) 3 k+1 a) 2 2k+5 ; b) 1. k(k + 1). Power series: Solved problems c phabala 00 3 Solved problems: Power series. Sum up the series if it converges 3 + a +5 ; b +.. Investigate convergence of the series a e ; c ; b 3 +! ; d a, where a 3. Investigate

More information

1 Rational Exponents and Radicals

1 Rational Exponents and Radicals Introductory Algebra Page 1 of 11 1 Rational Eponents and Radicals 1.1 Rules of Eponents The rules for eponents are the same as what you saw earlier. Memorize these rules if you haven t already done so.

More information

2.57 PART E: THE FUNDAMENTAL THEOREM OF ALGEBRA (FTA) The Fundamental Theorem of Algebra (FTA)

2.57 PART E: THE FUNDAMENTAL THEOREM OF ALGEBRA (FTA) The Fundamental Theorem of Algebra (FTA) 2.57 PART E: THE FUNDAMENTAL THEOREM OF ALGEBRA (FTA) The Fundamental Theorem of Algebra (FTA) If f ( x) is a nonconstant n th -degree polynomial in standard form with real coefficients, then it must have

More information

Math 126 Enhanced 10.3 Series with positive terms The University of Kansas 1 / 12

Math 126 Enhanced 10.3 Series with positive terms The University of Kansas 1 / 12 Section 10.3 Convergence of series with positive terms 1. Integral test 2. Error estimates for the integral test 3. Comparison test 4. Limit comparison test (LCT) Math 126 Enhanced 10.3 Series with positive

More information

EQ: What are limits, and how do we find them? Finite limits as x ± Horizontal Asymptote. Example Horizontal Asymptote

EQ: What are limits, and how do we find them? Finite limits as x ± Horizontal Asymptote. Example Horizontal Asymptote Finite limits as x ± The symbol for infinity ( ) does not represent a real number. We use to describe the behavior of a function when the values in its domain or range outgrow all finite bounds. For example,

More information

4.8 Partial Fraction Decomposition

4.8 Partial Fraction Decomposition 8 CHAPTER 4. INTEGRALS 4.8 Partial Fraction Decomposition 4.8. Need to Know The following material is assumed to be known for this section. If this is not the case, you will need to review it.. When are

More information

MA 1128: Lecture 08 03/02/2018. Linear Equations from Graphs And Linear Inequalities

MA 1128: Lecture 08 03/02/2018. Linear Equations from Graphs And Linear Inequalities MA 1128: Lecture 08 03/02/2018 Linear Equations from Graphs And Linear Inequalities Linear Equations from Graphs Given a line, we would like to be able to come up with an equation for it. I ll go over

More information

EXPONENT REVIEW!!! Concept Byte (Review): Properties of Exponents. Property of Exponents: Product of Powers. x m x n = x m + n

EXPONENT REVIEW!!! Concept Byte (Review): Properties of Exponents. Property of Exponents: Product of Powers. x m x n = x m + n Algebra B: Chapter 6 Notes 1 EXPONENT REVIEW!!! Concept Byte (Review): Properties of Eponents Recall from Algebra 1, the Properties (Rules) of Eponents. Property of Eponents: Product of Powers m n = m

More information

Lecture 10: Powers of Matrices, Difference Equations

Lecture 10: Powers of Matrices, Difference Equations Lecture 10: Powers of Matrices, Difference Equations Difference Equations A difference equation, also sometimes called a recurrence equation is an equation that defines a sequence recursively, i.e. each

More information

AP Calc BC Convergence Tests Name: Block: Seat:

AP Calc BC Convergence Tests Name: Block: Seat: AP Calc BC Convergence Tests Name: Block: Seat: n th Term Divergence Test n=k diverges if lim n a n 0 a n diverges if lim n a n does not exist 1. Determine the convergence n 1 n + 1 Geometric Series The

More information

Main topics for the First Midterm Exam

Main topics for the First Midterm Exam Main topics for the First Midterm Exam The final will cover Sections.-.0, 2.-2.5, and 4.. This is roughly the material from first three homeworks and three quizzes, in addition to the lecture on Monday,

More information

Math 113 (Calculus 2) Exam 4

Math 113 (Calculus 2) Exam 4 Math 3 (Calculus ) Exam 4 November 0 November, 009 Sections 0, 3 7 Name Student ID Section Instructor In some cases a series may be seen to converge or diverge for more than one reason. For such problems

More information

Chapter 10. Infinite Sequences and Series

Chapter 10. Infinite Sequences and Series 10.6 Alternating Series, Absolute and Conditional Convergence 1 Chapter 10. Infinite Sequences and Series 10.6 Alternating Series, Absolute and Conditional Convergence Note. The convergence tests investigated

More information

Summary of Derivative Tests

Summary of Derivative Tests Summary of Derivative Tests Note that for all the tests given below it is assumed that the function f is continuous. Critical Numbers Definition. A critical number of a function f is a number c in the

More information

DEFINITE INTEGRALS & NUMERIC INTEGRATION

DEFINITE INTEGRALS & NUMERIC INTEGRATION DEFINITE INTEGRALS & NUMERIC INTEGRATION Calculus answers two very important questions. The first, how to find the instantaneous rate of change, we answered with our study of the derivative. We are now

More information

Examples of the Accumulation Function (ANSWERS) dy dx. This new function now passes through (0,2). Make a sketch of your new shifted graph.

Examples of the Accumulation Function (ANSWERS) dy dx. This new function now passes through (0,2). Make a sketch of your new shifted graph. Eamples of the Accumulation Function (ANSWERS) Eample. Find a function y=f() whose derivative is that f()=. dy d tan that satisfies the condition We can use the Fundamental Theorem to write a function

More information

More on infinite series Antiderivatives and area

More on infinite series Antiderivatives and area More on infinite series Antiderivatives and area September 28, 2017 The eighth breakfast was on Monday: There are still slots available for the October 4 breakfast (Wednesday, 8AM), and there s a pop-in

More information

Density-one Points of Π 0 1 Classes

Density-one Points of Π 0 1 Classes University of Wisconsin Madison April 30th, 2013 CCR, Buenos Aires Goal Joe s and Noam s talks gave us an account of the class of density-one points restricted to the Martin-Löf random reals. Today we

More information

V. Graph Sketching and Max-Min Problems

V. Graph Sketching and Max-Min Problems V. Graph Sketching and Max-Min Problems The signs of the first and second derivatives of a function tell us something about the shape of its graph. In this chapter we learn how to find that information.

More information

Testing Series With Mixed Terms

Testing Series With Mixed Terms Testing Series With Mixed Terms Philippe B. Laval Series with Mixed Terms 1. Introduction 2. Absolute v.s. Conditional Convergence 3. Alternating Series 4. The Ratio and Root Tests 5. Conclusion 1 Introduction

More information

EXAMPLES CLASS 2 MORE COSETS, FIRST INTRODUCTION TO FACTOR GROUPS

EXAMPLES CLASS 2 MORE COSETS, FIRST INTRODUCTION TO FACTOR GROUPS EXAMPLES CLASS 2 MORE COSETS, FIRST INTRODUCTION TO FACTOR GROUPS Let (G, ) be a group, H G, and [G : H] the set of right cosets of H in G. We define a new binary operation on [G : H] by (1) (Hx 1 ) (Hx

More information

Pre-Cal Review 13.2 Parent Functions and Their Domain

Pre-Cal Review 13.2 Parent Functions and Their Domain Pre-Cal Review. Parent Functions and Their Domain Name: Date: Per: Parent functions are used to identif available domain and ranges. If ou can quickl think of what the function looks like, ou can quickl

More information

Math Lecture 4 Limit Laws

Math Lecture 4 Limit Laws Math 1060 Lecture 4 Limit Laws Outline Summary of last lecture Limit laws Motivation Limits of constants and the identity function Limits of sums and differences Limits of products Limits of polynomials

More information

Root test. Root test Consider the limit L = lim n a n, suppose it exists. L < 1. L > 1 (including L = ) L = 1 the test is inconclusive.

Root test. Root test Consider the limit L = lim n a n, suppose it exists. L < 1. L > 1 (including L = ) L = 1 the test is inconclusive. Root test Root test n Consider the limit L = lim n a n, suppose it exists. L < 1 a n is absolutely convergent (thus convergent); L > 1 (including L = ) a n is divergent L = 1 the test is inconclusive.

More information

EECS 1028 M: Discrete Mathematics for Engineers

EECS 1028 M: Discrete Mathematics for Engineers EECS 1028 M: Discrete Mathematics for Engineers Suprakash Datta Office: LAS 3043 Course page: http://www.eecs.yorku.ca/course/1028 Also on Moodle S. Datta (York Univ.) EECS 1028 W 18 1 / 16 Sequences and

More information

The PROMYS Math Circle Problem of the Week #3 February 3, 2017

The PROMYS Math Circle Problem of the Week #3 February 3, 2017 The PROMYS Math Circle Problem of the Week #3 February 3, 2017 You can use rods of positive integer lengths to build trains that all have a common length. For instance, a train of length 12 is a row of

More information

Properties of Sequences

Properties of Sequences Properties of Sequences Here is a FITB proof arguing that a sequence cannot converge to two different numbers. The basic idea is to argue that if we assume this can happen, we deduce that something contradictory

More information

The First Derivative Test for Rise and Fall Suppose that a function f has a derivative at every poin x of an interval A. Then

The First Derivative Test for Rise and Fall Suppose that a function f has a derivative at every poin x of an interval A. Then Derivatives - Applications - c CNMiKnO PG - 1 Increasing and Decreasing Functions A function y = f(x) is said to increase throughout an interval A if y increases as x increases. That is, whenever x 2 >

More information

5.4 Continuity: Preliminary Notions

5.4 Continuity: Preliminary Notions 5.4. CONTINUITY: PRELIMINARY NOTIONS 181 5.4 Continuity: Preliminary Notions 5.4.1 Definitions The American Heritage Dictionary of the English Language defines continuity as an uninterrupted succession,

More information

CHAPTER 11. SEQUENCES AND SERIES 114. a 2 = 2 p 3 a 3 = 3 p 4 a 4 = 4 p 5 a 5 = 5 p 6. n +1. 2n p 2n +1

CHAPTER 11. SEQUENCES AND SERIES 114. a 2 = 2 p 3 a 3 = 3 p 4 a 4 = 4 p 5 a 5 = 5 p 6. n +1. 2n p 2n +1 CHAPTER. SEQUENCES AND SERIES.2 Series Example. Let a n = n p. (a) Find the first 5 terms of the sequence. Find a formula for a n+. (c) Find a formula for a 2n. (a) a = 2 a 2 = 2 p 3 a 3 = 3 p a = p 5

More information

INTRODUCTION TO RATIONAL EXPRESSIONS EXAMPLE:

INTRODUCTION TO RATIONAL EXPRESSIONS EXAMPLE: INTRODUCTION TO RATIONAL EXPRESSIONS EXAMPLE: You decide to open a small business making gluten-free cakes. Your start-up costs were $, 000. In addition, it costs $ 0 to produce each cake. What is the

More information

Bell Ringer. 1. Make a table and sketch the graph of the piecewise function. f(x) =

Bell Ringer. 1. Make a table and sketch the graph of the piecewise function. f(x) = Bell Ringer 1. Make a table and sketch the graph of the piecewise function f(x) = Power and Radical Functions Learning Target: 1. I can graph and analyze power functions. 2. I can graph and analyze radical

More information

Today: Linear Programming (con t.)

Today: Linear Programming (con t.) Today: Linear Programming (con t.) COSC 581, Algorithms April 10, 2014 Many of these slides are adapted from several online sources Reading Assignments Today s class: Chapter 29.4 Reading assignment for

More information

1 Which sets have volume 0?

1 Which sets have volume 0? Math 540 Spring 0 Notes #0 More on integration Which sets have volume 0? The theorem at the end of the last section makes this an important question. (Measure theory would supersede it, however.) Theorem

More information

Project One: C Bump functions

Project One: C Bump functions Project One: C Bump functions James K. Peterson Department of Biological Sciences and Department of Mathematical Sciences Clemson University November 2, 2018 Outline 1 2 The Project Let s recall what the

More information

Chapter 2. Some basic tools. 2.1 Time series: Theory Stochastic processes

Chapter 2. Some basic tools. 2.1 Time series: Theory Stochastic processes Chapter 2 Some basic tools 2.1 Time series: Theory 2.1.1 Stochastic processes A stochastic process is a sequence of random variables..., x 0, x 1, x 2,.... In this class, the subscript always means time.

More information

Solving Systems of Equations

Solving Systems of Equations Solving Systems of Equations Solving Systems of Equations What are systems of equations? Two or more equations that have the same variable(s) Solving Systems of Equations There are three ways to solve

More information

Tips and Tricks in Real Analysis

Tips and Tricks in Real Analysis Tips and Tricks in Real Analysis Nate Eldredge August 3, 2008 This is a list of tricks and standard approaches that are often helpful when solving qual-type problems in real analysis. Approximate. There

More information

M17 MAT25-21 HOMEWORK 6

M17 MAT25-21 HOMEWORK 6 M17 MAT25-21 HOMEWORK 6 DUE 10:00AM WEDNESDAY SEPTEMBER 13TH 1. To Hand In Double Series. The exercises in this section will guide you to complete the proof of the following theorem: Theorem 1: Absolute

More information

Roberto s Notes on Infinite Series Chapter 1: Sequences and series Section 4. Telescoping series. Clear as mud!

Roberto s Notes on Infinite Series Chapter 1: Sequences and series Section 4. Telescoping series. Clear as mud! Roberto s Notes on Infinite Series Chapter : Sequences and series Section Telescoping series What you need to now already: The definition and basic properties of series. How to decompose a rational expression

More information

Analysis II: Basic knowledge of real analysis: Part IV, Series

Analysis II: Basic knowledge of real analysis: Part IV, Series .... Analysis II: Basic knowledge of real analysis: Part IV, Series Kenichi Maruno Department of Mathematics, The University of Texas - Pan American March 1, 2011 K.Maruno (UT-Pan American) Analysis II

More information

Lesson 7-5: Solving Radical Equations

Lesson 7-5: Solving Radical Equations Today we re going to pretend we re Ethan Hunt. You remember Ethan Hunt don t you? He s the Mission Impossible guy! His job is to go in, isolate the bad guy and then eliminate him. Isolate and eliminate

More information

DIFFERENTIATION RULES

DIFFERENTIATION RULES 3 DIFFERENTIATION RULES DIFFERENTIATION RULES 3.2 The Product and Quotient Rules In this section, we will learn about: Formulas that enable us to differentiate new functions formed from old functions by

More information

( ) 2. Equations with Radical Expressions. Algebra 2

( ) 2. Equations with Radical Expressions. Algebra 2 Equations with Radical Expressions Algebra Goals:. Simplify expressions involving rational expressions. (.0). Translate among graphic, algebraic, and verbal representations of relations. (.0). Use quadratic

More information

Mathematics 242 Principles of Analysis Solutions for Problem Set 5 Due: March 15, 2013

Mathematics 242 Principles of Analysis Solutions for Problem Set 5 Due: March 15, 2013 Mathematics Principles of Analysis Solutions for Problem Set 5 Due: March 15, 013 A Section 1. For each of the following sequences, determine three different subsequences, each converging to a different

More information

Mat104 Fall 2002, Improper Integrals From Old Exams

Mat104 Fall 2002, Improper Integrals From Old Exams Mat4 Fall 22, Improper Integrals From Old Eams For the following integrals, state whether they are convergent or divergent, and give your reasons. () (2) (3) (4) (5) converges. Break it up as 3 + 2 3 +

More information

Factors, Zeros, and Roots

Factors, Zeros, and Roots Factors, Zeros, and Roots Solving polynomials that have a degree greater than those solved in previous courses is going to require the use of skills that were developed when we previously solved quadratics.

More information

Math 320-1: Midterm 2 Practice Solutions Northwestern University, Fall 2014

Math 320-1: Midterm 2 Practice Solutions Northwestern University, Fall 2014 Math 30-: Midterm Practice Solutions Northwestern University, Fall 04. Give an eample of each of the following. Justify your answer. (a) A function on (, ) which is continuous but not uniformly continuous.

More information

e x = 1 + x + x2 2! + x3 If the function f(x) can be written as a power series on an interval I, then the power series is of the form

e x = 1 + x + x2 2! + x3 If the function f(x) can be written as a power series on an interval I, then the power series is of the form Taylor Series Given a function f(x), we would like to be able to find a power series that represents the function. For example, in the last section we noted that we can represent e x by the power series

More information

Groups. s t or s t or even st rather than f(s,t).

Groups. s t or s t or even st rather than f(s,t). Groups Definition. A binary operation on a set S is a function which takes a pair of elements s,t S and produces another element f(s,t) S. That is, a binary operation is a function f : S S S. Binary operations

More information

The Integral Test. P. Sam Johnson. September 29, P. Sam Johnson (NIT Karnataka) The Integral Test September 29, / 39

The Integral Test. P. Sam Johnson. September 29, P. Sam Johnson (NIT Karnataka) The Integral Test September 29, / 39 The Integral Test P. Sam Johnson September 29, 207 P. Sam Johnson (NIT Karnataka) The Integral Test September 29, 207 / 39 Overview Given a series a n, we have two questions:. Does the series converge?

More information

Lecture 4: Applications of Orthogonality: QR Decompositions

Lecture 4: Applications of Orthogonality: QR Decompositions Math 08B Professor: Padraic Bartlett Lecture 4: Applications of Orthogonality: QR Decompositions Week 4 UCSB 204 In our last class, we described the following method for creating orthonormal bases, known

More information

SECTION 9.2: ARITHMETIC SEQUENCES and PARTIAL SUMS

SECTION 9.2: ARITHMETIC SEQUENCES and PARTIAL SUMS (Chapter 9: Discrete Math) 9.11 SECTION 9.2: ARITHMETIC SEQUENCES and PARTIAL SUMS PART A: WHAT IS AN ARITHMETIC SEQUENCE? The following appears to be an example of an arithmetic (stress on the me ) sequence:

More information

Section 9.8. First let s get some practice with determining the interval of convergence of power series.

Section 9.8. First let s get some practice with determining the interval of convergence of power series. First let s get some practice with determining the interval of convergence of power series. First let s get some practice with determining the interval of convergence of power series. Example (1) Determine

More information

(E Finite) The Heart of the Matter! Charles Fefferman. April 5, 2013

(E Finite) The Heart of the Matter! Charles Fefferman. April 5, 2013 C m (R n ) E (E Finite) The Heart of the Matter! Charles Fefferman April 5, 2013 Recall Notation X = C m (R n ) F X = sup x R n max α m α F(x) J x (F) = (m 1)-rst order Taylor poly of F at x J x (F) P

More information

MA 123 (Calculus I) Lecture 6: September 19, 2016 Section A3. Professor Joana Amorim,

MA 123 (Calculus I) Lecture 6: September 19, 2016 Section A3. Professor Joana Amorim, Professor Joana Amorim, jamorim@bu.edu What is on today 1 Continuity 1 1.1 Continuity checklist................................ 2 1.2 Continuity on an interval............................. 3 1.3 Intermediate

More information

Measure and integration

Measure and integration Chapter 5 Measure and integration In calculus you have learned how to calculate the size of different kinds of sets: the length of a curve, the area of a region or a surface, the volume or mass of a solid.

More information

Calculus II Lecture Notes

Calculus II Lecture Notes Calculus II Lecture Notes David M. McClendon Department of Mathematics Ferris State University 206 edition Contents Contents 2 Review of Calculus I 5. Limits..................................... 7.2 Derivatives...................................3

More information

The Mean Value Theorem. Oct

The Mean Value Theorem. Oct The Mean Value Theorem Oct 14 2011 The Mean Value Theorem Theorem Suppose that f is defined and continuous on a closed interval [a, b], and suppose that f exists on the open interval (a, b). Then there

More information

CS 124 Math Review Section January 29, 2018

CS 124 Math Review Section January 29, 2018 CS 124 Math Review Section CS 124 is more math intensive than most of the introductory courses in the department. You re going to need to be able to do two things: 1. Perform some clever calculations to

More information

DON ROBERT B. ESTRELLA SR. NATIONAL HIGH SCHOOL Nagsaag, San Manuel, Pangasinan. (Effective Alternative Secondary Education) MATHEMATICS II

DON ROBERT B. ESTRELLA SR. NATIONAL HIGH SCHOOL Nagsaag, San Manuel, Pangasinan. (Effective Alternative Secondary Education) MATHEMATICS II DON ROBERT B. ESTRELLA SR. NATIONAL HIGH SCHOOL Nagsaag, San Manuel, Pangasinan. (Effective Alternative Secondary Education) MATHEMATICS II Y X MODULE 1 Quadratic Equations BUREAU OF SECONDARY EDUCATION

More information

Basics of probability

Basics of probability Chapter 4 Basics of probability 4.1 The probability axioms Probabilities are defined over collections of sets. These collections have to have some structure to them. Definition 4.1 ( -field). A collection

More information

Tutorial Divergence. (ii) Explain why four of these integrals are zero, and calculate the other two.

Tutorial Divergence. (ii) Explain why four of these integrals are zero, and calculate the other two. (1) Below is a graphical representation of a vector field v with a z-component equal to zero. (a) Draw a box somewhere inside this vector field. The box is 3-dimensional. To make things easy, it is a good

More information