Section 7.4: Inverse Laplace Transform
|
|
- Janel Meghan Payne
- 5 years ago
- Views:
Transcription
1 Section 74: Inverse Laplace Transform A natural question to ask about any function is whether it has an inverse function We now ask this question about the Laplace transform: given a function F (s), will there be a function f such that F (s) = L f(s)? It turns out that there is at most one continuous function f which satisfies this property (there could be infinitely many discontinuous functions with the same Laplace transform, but we prefer to work with continuous functions) Definition Given a function F (s), if there is a function f that is continuous on [0, ) and satisfies L f = F, then we say that f is the inverse Laplace transform of F (s) and employ the notation f = L F This idea has more than theoretical interest, however; we ll see in the next section that finding inverse Laplace transforms is a critical step in solving initial value problems To determine the inverse Laplace transform of a function, we try to match it with the form of an entry in the right-hand column of a Laplace table Example Determine L F for (a) F (s) =, (b) F (s) = s s + 9, (c) F (s) = s s s + 5! Solution (a) L = L = t s s (b) L = L = sin s + 9 s + = L (c) L s s s + 5 s (s ) + = e t cos Of course, very often the transform we are given will not correspond exactly to an entry in the Laplace table One tool we can use in handling more complicated functions is the linearity of the inverse Laplace transform, a property it inherits from the original Laplace transform Theorem Assume that L F, L F, and L F exist and are continuous on [0, ) and let c be any constant Then Example Determine L 5 s 6 Solution By linearity, we have 5 L s 6 6s s s + 8s + 0 L F + F = L F + L F, L cf = c L F 6s s s + 8s + 0 = 5 L s 6 6 L s + s + 9 L s + 4s + 5
2 Rewriting the final term using completing the square, it becomes L (s + ) + Therefore, by the Laplace table we see that = 5e 6t 6 cos + e t sin t 5 L s 6 6s s s + 8s + 0 Example Determine L 5 (s + ) 4 Solution The fourth power in the denominator suggests that the inverse Laplace transform is of the form L n! = e at t n (s a) n+ In this case, a =, n =, so by linearity we have L 5 = 5! (s + ) 4 6 L = 5 (s + ) 4 6 e t t Example 4 Determine L s + s + s + 0 Solution Using completing the square, the denominator can be rewritten as s + s + 0 = s + s = (s + ) + Therefore, the form of F (s) suggests the following two formulas from the Laplace table: L s a = e at cos(bt), (s a) + b L b = e at sin(bt), (s a) + b where we have a =, b = Thus, we want to write s + s + s + 0 = A s + (s + ) + + B (s + ) + for an appropriate choice of constants A, B By clearing the denominator, we have the equation s + = A(s + ) + B = As + (A + B) Equating coefficients gives us A =, B = /, so by linearity, we have s + L = L s + s + s + 0 (s + ) + L = e t cos e t sin (s + ) +
3 In Example 4, we found it easier to take the Laplace transform of the broken up fraction than of the original combined fraction The procedure we used above, which you may recall from Calculus and which will prove very useful in simplifying these functions, is called the method of partial fractions Because of its importance, we now review this method Review of Partial Fractions A rational function P (s)/q(s), where P (s), Q(s) are polynomials with the degree of P less than the degree of Q, has a partial fraction expansion based on the factorization of Q There are three main cases to consider, the easiest being that of nonrepeated linear factors If Q(s) is a product of distinct linear factors, Q(s) = (s r )(s r ) (s r n ), then the partial fraction expansion has the form P (s) Q(s) = A + A + + A n s r s r s r n The constants A,, A n can be derived by clearing denominators and either equating coefficients of the resulting polynomials as in Example 4, or by careful substitution We demonstrate the second way in the following examples Example 5 Determine L F for F (s) = 7s (s + )(s + )(s ) Solution Since the denominator has three distinct linear factors, the partial fraction expansion has the form 7s (s + )(s + )(s ) = A s + + B s + + C s, and upon clearing denominators (multiplying through by (s + )(s + )(s )), we have () 7s = A(s + )(s ) + B(s + )(s ) + C(s + )(s + ) If we substitute s-values which make the linear factors zero, then each time two terms will drop out and it will be simple to solve for each coefficient First let s = ; then () becomes Similarly, letting s = gives 8 = 4A A = 5 = 5B B =, and letting s = yields 0 = 0C C =
4 4 Therefore, we can now use linearity to calculate the inverse Laplace transform: L 7s = L (s + )(s + )(s ) s + s + + s = L L + L s + s + s = e t e t + e t The second scenario involves repeated linear factors If the highest power of s r that divides Q(s) is (s r) m, then the portion of the partial fraction expansion corresponding to (s r) m is A s r + A (s r) + + A m (s r) m Example 6 Determine L s + 9s + (s ) (s + ) Solution The partial fraction expansion has the form s + 9s + (s ) (s + ) = A s + B (s ) + C s + Clearing denominators gives () s + 9s + = A(s )(s + ) + B(s + ) + C(s ) Again, we substitute values which make the linear factors vanish Letting s = in () gives = 4B B =, and letting s = yields 6 = 6C C = To find the third constant, we can plug in any other value for s; a convenient choice is s = 0: = A + B + C = A = A A = Therefore, the inverse Laplace transform is s L + 9s + = L (s ) (s + ) s + (s ) = L s = e t + te t e t s + + L (s ) L s + The most difficult case is that of a quadratic factor If m is the highest power of (s α) + β that divides Q(s), then the partial fraction expansion for that term is A s + B (s α) + β + A s + B [(s α) + β ] + + A m s + B m [(s α) + β ] m
5 However, for looking up Laplace transforms it is more convenient to have numerators of the form A i (s α) + βb i, so we can equivalently write A (s α) + βb + A (s α) + βb + + A m(s α) + βb m (s α) + β [(s α) + β ] [(s α) + β ] m Example 7 Determine L s + 0s (s s + 5)(s + ) Solution Since the quadratic factor in the denominator is irreducible, we rewrite using completing the square: s s + 5 = (s ) + Then the partial fraction expansion has the form s + 0s A(s ) + B = + C (s s + 5)(s + ) (s ) + s + Clearing denominators gives () s + 0s = [A(s ) + B](s + ) + C(s s + 5) There are two linear terms involved in this expression, so pick the two s-values which make them vanish When s =, we get When s =, we get For the final constant, set s = 0: 8 = 8C C = = 4B + 4C = 4B 4 4B = 6 B = 4 0 = A + B + 5C A = (4) + 5( ) = Therefore, we find the inverse Laplace transform to be L s + 0s (s ) + (4) = L (s s + 5)(s + ) (s ) + s + = L s + 4 L (s ) + (s ) + Homework: pp 74-75, #-9 odd = e t cos + 4e t sin e t 5 L s +
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 informationThe Laplace Transform
The Laplace Transform Inverse of the Laplace Transform Philippe B. Laval KSU Today Philippe B. Laval (KSU) Inverse of the Laplace Transform Today 1 / 12 Outline Introduction Inverse of the Laplace Transform
More information2. 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 informationUpdated: January 16, 2016 Calculus II 7.4. Math 230. Calculus II. Brian Veitch Fall 2015 Northern Illinois University
Math 30 Calculus II Brian Veitch Fall 015 Northern Illinois University Integration of Rational Functions by Partial Fractions From algebra, we learned how to find common denominators so we can do something
More informationPartial Fractions. Combining fractions over a common denominator is a familiar operation from algebra: 2 x 3 + 3
Partial Fractions Combining fractions over a common denominator is a familiar operation from algebra: x 3 + 3 x + x + 3x 7 () x 3 3x + x 3 From the standpoint of integration, the left side of Equation
More informationTAYLOR POLYNOMIALS DARYL DEFORD
TAYLOR POLYNOMIALS DARYL DEFORD 1. Introduction We have seen in class that Taylor polynomials provide us with a valuable tool for approximating many different types of functions. However, in order to really
More informationPartial Fraction Decomposition Honors Precalculus Mr. Velazquez Rm. 254
Partial Fraction Decomposition Honors Precalculus Mr. Velazquez Rm. 254 Adding and Subtracting Rational Expressions Recall that we can use multiplication and common denominators to write a sum or difference
More information(an improper integral)
Chapter 7 Laplace Transforms 7.1 Introduction: A Mixing Problem 7.2 Definition of the Laplace Transform Def 7.1. Let f(t) be a function on [, ). The Laplace transform of f is the function F (s) defined
More informationHIGHER-ORDER LINEAR ORDINARY DIFFERENTIAL EQUATIONS IV: Laplace Transform Method David Levermore Department of Mathematics University of Maryland
HIGHER-ORDER LINEAR ORDINARY DIFFERENTIAL EQUATIONS IV: Laplace Transform Method David Levermore Department of Mathematics University of Maryland 9 December Because the presentation of this material in
More information8.3 Partial Fraction Decomposition
8.3 partial fraction decomposition 575 8.3 Partial Fraction Decomposition Rational functions (polynomials divided by polynomials) and their integrals play important roles in mathematics and applications,
More informationHIGHER-ORDER LINEAR ORDINARY DIFFERENTIAL EQUATIONS IV: Laplace Transform Method. David Levermore Department of Mathematics University of Maryland
HIGHER-ORDER LINEAR ORDINARY DIFFERENTIAL EQUATIONS IV: Laplace Transform Method David Levermore Department of Mathematics University of Maryland 6 April Because the presentation of this material in lecture
More informationAP Calculus BC Chapter 8: Integration Techniques, L Hopital s Rule and Improper Integrals
AP Calculus BC Chapter 8: Integration Techniques, L Hopital s Rule and Improper Integrals 8. Basic Integration Rules In this section we will review various integration strategies. Strategies: I. Separate
More informationSECTION 7.4: PARTIAL FRACTIONS. These Examples deal with rational expressions in x, but the methods here extend to rational expressions in y, t, etc.
SECTION 7.4: PARTIAL FRACTIONS (Section 7.4: Partial Fractions) 7.14 PART A: INTRO A, B, C, etc. represent unknown real constants. Assume that our polynomials have real coefficients. These Examples deal
More informationPartial Fractions and the Coverup Method Haynes Miller and Jeremy Orloff
Partial Fractions and the Coverup Method 8.03 Haynes Miller and Jeremy Orloff *Much of this note is freely borrowed from an MIT 8.0 note written by Arthur Mattuck. Heaviside Cover-up Method. Introduction
More informationPARTIAL FRACTION DECOMPOSITION. Mr. Velazquez Honors Precalculus
PARTIAL FRACTION DECOMPOSITION Mr. Velazquez Honors Precalculus ADDING AND SUBTRACTING RATIONAL EXPRESSIONS Recall that we can use multiplication and common denominators to write a sum or difference of
More informationMATHEMATICS Lecture. 4 Chapter.8 TECHNIQUES OF INTEGRATION By Dr. Mohammed Ramidh
MATHEMATICS Lecture. 4 Chapter.8 TECHNIQUES OF INTEGRATION By TECHNIQUES OF INTEGRATION OVERVIEW The Fundamental Theorem connects antiderivatives and the definite integral. Evaluating the indefinite integral,
More informationLIMITS 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 informationLecture 23 Using Laplace Transform to Solve Differential Equations
Lecture 23 Using Laplace Transform to Solve Differential Equations /02/20 Laplace transform and Its properties. Definition: L{f (s) 6 F(s) 6 0 e st f(t)dt. () Whether L{f (s) or F(s) is used depends on
More informationMath123 Lecture 1. Dr. Robert C. Busby. Lecturer: Office: Korman 266 Phone :
Lecturer: Math1 Lecture 1 Dr. Robert C. Busby Office: Korman 66 Phone : 15-895-1957 Email: rbusby@mcs.drexel.edu Course Web Site: http://www.mcs.drexel.edu/classes/calculus/math1_spring0/ (Links are case
More informationName: Solutions Exam 3
Instructions. Answer each of the questions on your own paper. Put your name on each page of your paper. Be sure to show your work so that partial credit can be adequately assessed. Credit will not be given
More information(x + 1)(x 2) = 4. x
dvanced Integration Techniques: Partial Fractions The method of partial fractions can occasionally make it possible to find the integral of a quotient of rational functions. Partial fractions gives us
More informationInfinite 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 information27. The pole diagram and the Laplace transform
124 27. 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 informationExample 1: What do you know about the graph of the function
Section 1.5 Analyzing of Functions In this section, we ll look briefly at four types of functions: polynomial functions, rational functions, eponential functions and logarithmic functions. Eample 1: What
More informationPartial Fractions. (Do you see how to work it out? Substitute u = ax + b, so du = a dx.) For example, 1 dx = ln x 7 + C, x x (x 3)(x + 1) = a
Partial Fractions 7-9-005 Partial fractions is the opposite of adding fractions over a common denominator. It applies to integrals of the form P(x) dx, wherep(x) and Q(x) are polynomials. Q(x) The idea
More informationGeneral Recipe for Constant-Coefficient Equations
General Recipe for Constant-Coefficient Equations We want to look at problems like y (6) + 10y (5) + 39y (4) + 76y + 78y + 36y = (x + 2)e 3x + xe x cos x + 2x + 5e x. This example is actually more complicated
More informationLecture 5 Rational functions and partial fraction expansion
EE 102 spring 2001-2002 Handout #10 Lecture 5 Rational functions and partial fraction expansion (review of) polynomials rational functions pole-zero plots partial fraction expansion repeated poles nonproper
More informationUnit 2: Modeling in the Frequency Domain Part 2: The Laplace Transform. The Laplace Transform. The need for Laplace
Unit : Modeling in the Frequency Domain Part : Engineering 81: Control Systems I Faculty of Engineering & Applied Science Memorial University of Newfoundland January 1, 010 1 Pair Table Unit, Part : Unit,
More information7x 5 x 2 x + 2. = 7x 5. (x + 1)(x 2). 4 x
Advanced Integration Techniques: Partial Fractions The method of partial fractions can occasionally make it possible to find the integral of a quotient of rational functions. Partial fractions gives us
More informationMath 216 Second Midterm 16 November, 2017
Math 216 Second Midterm 16 November, 2017 This sample exam is provided to serve as one component of your studying for this exam in this course. Please note that it is not guaranteed to cover the material
More informationLecture 7: Indeterminate forms; L Hôpitals rule; Relative rates of growth. If we try to simply substitute x = 1 into the expression, we get
Lecture 7: Indeterminate forms; L Hôpitals rule; Relative rates of growth 1. Indeterminate Forms. Eample 1: Consider the it 1 1 1. If we try to simply substitute = 1 into the epression, we get. This is
More informationPartial Fractions Jeremy Orloff
Partial Fractions Jeremy Orloff *Much of this note is freely borrowed from an MIT 8.0 note written by Arthur Mattuck. Partial fractions and the coverup method. Heaviside Cover-up Method.. Introduction
More informationSNAP Centre Workshop. Solving Systems of Equations
SNAP Centre Workshop Solving Systems of Equations 35 Introduction When presented with an equation containing one variable, finding a solution is usually done using basic algebraic manipulation. Example
More information3.3 Limits and Infinity
Calculus Maimus. Limits Infinity Infinity is not a concrete number, but an abstract idea. It s not a destination, but a really long, never-ending journey. It s one of those mind-warping ideas that is difficult
More informationHANDOUT ABOUT THE TABLE OF SIGNS METHOD. The method To find the sign of a rational (including polynomial) function
HANDOUT ABOUT THE TABLE OF SIGNS METHOD NIKOS APOSTOLAKIS The method To find the sign of a rational (including polynomial) function = p(x) q(x) where p(x) and q(x) have no common factors proceed as follows:
More informationIntegration of Rational Functions by Partial Fractions
Integration of Rational Functions by Partial Fractions Part 2: Integrating Rational Functions Rational Functions Recall that a rational function is the quotient of two polynomials. x + 3 x + 2 x + 2 x
More informationFunctions of Several Variables: Limits and Continuity
Functions of Several Variables: Limits and Continuity Philippe B. Laval KSU Today Philippe B. Laval (KSU) Limits and Continuity Today 1 / 24 Introduction We extend the notion of its studied in Calculus
More informationLimits and Continuity
Limits and Continuity Philippe B. Laval Kennesaw State University January 2, 2005 Contents Abstract Notes and practice problems on its and continuity. Limits 2. Introduction... 2.2 Theory:... 2.2. GraphicalMethod...
More informationPower series solutions for 2nd order linear ODE s (not necessarily with constant coefficients) a n z n. n=0
Lecture 22 Power series solutions for 2nd order linear ODE s (not necessarily with constant coefficients) Recall a few facts about power series: a n z n This series in z is centered at z 0. Here z can
More informationChemical Engineering 436 Laplace Transforms (1)
Chemical Engineering 436 Laplace Transforms () Why Laplace Transforms?? ) Converts differential equations to algebraic equations- facilitates combination of multiple components in a system to get the total
More informationContinuity. The Continuity Equation The equation that defines continuity at a point is called the Continuity Equation.
Continuity A function is continuous at a particular x location when you can draw it through that location without picking up your pencil. To describe this mathematically, we have to use limits. Recall
More information5.2. November 30, 2012 Mrs. Poland. Verifying Trigonometric Identities
5.2 Verifying Trigonometric Identities Verifying Identities by Working With One Side Verifying Identities by Working With Both Sides November 30, 2012 Mrs. Poland Objective #4: Students will be able to
More informationL 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 informationPartial Fractions. June 27, In this section, we will learn to integrate another class of functions: the rational functions.
Partial Fractions June 7, 04 In this section, we will learn to integrate another class of functions: the rational functions. Definition. A rational function is a fraction of two polynomials. For example,
More informationL 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 informationSection 4.1: Sequences and Series
Section 4.1: Sequences and Series In this section, we shall introduce the idea of sequences and series as a necessary tool to develop the proof technique called mathematical induction. Most of the material
More informationDefinition: A "system" of equations is a set or collection of equations that you deal with all together at once.
System of Equations Definition: A "system" of equations is a set or collection of equations that you deal with all together at once. There is both an x and y value that needs to be solved for Systems
More informationEquations in Quadratic Form
Equations in Quadratic Form MATH 101 College Algebra J. Robert Buchanan Department of Mathematics Summer 2012 Objectives In this lesson we will learn to: make substitutions that allow equations to be written
More information4.5 Integration of Rational Functions by Partial Fractions
4.5 Integration of Rational Functions by Partial Fractions From algebra, we learned how to find common denominators so we can do something like this, 2 x + 1 + 3 x 3 = 2(x 3) (x + 1)(x 3) + 3(x + 1) (x
More informationNotes: Pythagorean Triples
Math 5330 Spring 2018 Notes: Pythagorean Triples Many people know that 3 2 + 4 2 = 5 2. Less commonly known are 5 2 + 12 2 = 13 2 and 7 2 + 24 2 = 25 2. Such a set of integers is called a Pythagorean Triple.
More informationMath Real Analysis II
Math 432 - Real Analysis II Solutions to Homework due February 3 In class, we learned that the n-th remainder for a smooth function f(x) defined on some open interval containing is given by f (k) () R
More informationNumerical Methods. Equations and Partial Fractions. Jaesung Lee
Numerical Methods Equations and Partial Fractions Jaesung Lee Solving linear equations Solving linear equations Introduction Many problems in engineering reduce to the solution of an equation or a set
More informationAP Calculus AB Summer Assignment
AP Calculus AB Summer Assignment Name: When you come back to school, it is my epectation that you will have this packet completed. You will be way behind at the beginning of the year if you haven t attempted
More informationUNIVERSITY OF INDONESIA FACULTY OF ENGINEERING DEPARTMENT OF MECHANICAL ENGINEERING
Engineering Mathematics (MCS-1007) UNIVERSITY OF INDONESIA FACULTY OF ENGINEERING DEPARTMENT OF MECHANICAL ENGINEERING ENGINEERING MATHEMATICS (MCS-1007) 1. Course Name/Units : Engineering Mathematics/4.
More informationWorking with Square Roots. Return to Table of Contents
Working with Square Roots Return to Table of Contents 36 Square Roots Recall... * Teacher Notes 37 Square Roots All of these numbers can be written with a square. Since the square is the inverse of the
More information1 Lesson 13: Methods of Integration
Lesson 3: Methods of Integration Chapter 6 Material: pages 273-294 in the textbook: Lesson 3 reviews integration by parts and presents integration via partial fraction decomposition as the third of the
More informationACCUPLACER MATH 0311 OR MATH 0120
The University of Teas at El Paso Tutoring and Learning Center ACCUPLACER MATH 0 OR MATH 00 http://www.academics.utep.edu/tlc MATH 0 OR MATH 00 Page Factoring Factoring Eercises 8 Factoring Answer to Eercises
More information3.5 Undetermined Coefficients
3.5. UNDETERMINED COEFFICIENTS 153 11. t 2 y + ty + 4y = 0, y(1) = 3, y (1) = 4 12. t 2 y 4ty + 6y = 0, y(0) = 1, y (0) = 1 3.5 Undetermined Coefficients In this section and the next we consider the nonhomogeneous
More informationContents Partial Fraction Theory Real Quadratic Partial Fractions Simple Roots Multiple Roots The Sampling Method The Method of Atoms Heaviside s
Contents Partial Fraction Theory Real Quadratic Partial Fractions Simple Roots Multiple Roots The Sampling Method The Method of Atoms Heaviside s Coverup Method Extension to Multiple Roots Special Methods
More information(i) Represent discrete-time signals using transform. (ii) Understand the relationship between transform and discrete-time Fourier transform
z Transform Chapter Intended Learning Outcomes: (i) Represent discrete-time signals using transform (ii) Understand the relationship between transform and discrete-time Fourier transform (iii) Understand
More informationMATH 31B: MIDTERM 2 REVIEW. sin 2 x = 1 cos(2x) dx = x 2 sin(2x) 4. + C = x 2. dx = x sin(2x) + C = x sin x cos x
MATH 3B: MIDTERM REVIEW JOE HUGHES. Evaluate sin x and cos x. Solution: Recall the identities cos x = + cos(x) Using these formulas gives cos(x) sin x =. Trigonometric Integrals = x sin(x) sin x = cos(x)
More informationName: Solutions Final Exam
Instructions. Answer each of the questions on your own paper. Put your name on each page of your paper. Be sure to show your work so that partial credit can be adequately assessed. Credit will not be given
More informationReview of Rational Expressions and Equations
Page 1 of 14 Review of Rational Epressions and Equations A rational epression is an epression containing fractions where the numerator and/or denominator may contain algebraic terms 1 Simplify 6 14 Identification/Analysis
More informationSolve by factoring and applying the Zero Product Property. Review Solving Quadratic Equations. Three methods to solve equations of the
Topic 0: Review Solving Quadratic Equations Three methods to solve equations of the form ax 2 bx c 0. 1. Factoring the expression and applying the Zero Product Property 2. Completing the square and applying
More informationReview Solving Quadratic Equations. Solve by factoring and applying the Zero Product Property. Three methods to solve equations of the
Topic 0: Review Solving Quadratic Equations Three methods to solve equations of the form ax bx c 0. 1. Factoring the expression and applying the Zero Product Property. Completing the square and applying
More informationN x. You should know how to decompose a rational function into partial fractions.
Section.7 Partial Fractions Section.7 Partial Fractions N You should know how to decompose a rational function into partial fractions. D (a) If the fraction is improper, divide to obtain N D p N D (a)
More information3.4. ZEROS OF POLYNOMIAL FUNCTIONS
3.4. ZEROS OF POLYNOMIAL FUNCTIONS What You Should Learn Use the Fundamental Theorem of Algebra to determine the number of zeros of polynomial functions. Find rational zeros of polynomial functions. Find
More informationCh 6.2: Solution of Initial Value Problems
Ch 6.2: Solution of Initial Value Problems! The Laplace transform is named for the French mathematician Laplace, who studied this transform in 1782.! The techniques described in this chapter were developed
More informationAlgebra & Trig Review
Algebra & Trig Review 1 Algebra & Trig Review This review was originally written for my Calculus I class, but it should be accessible to anyone needing a review in some basic algebra and trig topics. The
More informationChapter Generating Functions
Chapter 8.1.1-8.1.2. Generating Functions Prof. Tesler Math 184A Fall 2017 Prof. Tesler Ch. 8. Generating Functions Math 184A / Fall 2017 1 / 63 Ordinary Generating Functions (OGF) Let a n (n = 0, 1,...)
More informationSOLVING DIFFERENTIAL EQUATIONS. Amir Asif. Department of Computer Science and Engineering York University, Toronto, ON M3J1P3
SOLVING DIFFERENTIAL EQUATIONS Amir Asif Department of Computer Science and Engineering York University, Toronto, ON M3J1P3 ABSTRACT This article reviews a direct method for solving linear, constant-coefficient
More informationMain topics for the First Midterm
Main topics for the First Midterm Midterm 2 will cover Sections 7.7-7.9, 8.1-8.5, 9.1-9.2, 11.1-11.2. This is roughly the material from the first five homeworks and and three quizzes. In particular, I
More informationThis Week. Professor Christopher Hoffman Math 124
This Week Sections 2.1-2.3,2.5,2.6 First homework due Tuesday night at 11:30 p.m. Average and instantaneous velocity worksheet Tuesday available at http://www.math.washington.edu/ m124/ (under week 2)
More informationChapter 2 Polynomial and Rational Functions
Chapter 2 Polynomial and Rational Functions Overview: 2.2 Polynomial Functions of Higher Degree 2.3 Real Zeros of Polynomial Functions 2.4 Complex Numbers 2.5 The Fundamental Theorem of Algebra 2.6 Rational
More informationMath-3. Lesson 3-1 Finding Zeroes of NOT nice 3rd Degree Polynomials
Math- Lesson - Finding Zeroes of NOT nice rd Degree Polynomials f ( ) 4 5 8 Is this one of the nice rd degree polynomials? a) Sum or difference of two cubes: y 8 5 y 7 b) rd degree with no constant term.
More informationPractice Calculus Test without Trig
Practice Calculus Test without Trig The problems here are similar to those on the practice test Slight changes have been made 1 What is the domain of the function f (x) = 3x 1? Express the answer in interval
More informationHoles in a function. Even though the function does not exist at that point, the limit can still obtain that value.
Holes in a function For rational functions, factor both the numerator and the denominator. If they have a common factor, you can cancel the factor and a zero will exist at that x value. Even though the
More information1.10 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 informationSolutions to Math 41 First Exam October 12, 2010
Solutions to Math 41 First Eam October 12, 2010 1. 13 points) Find each of the following its, with justification. If the it does not eist, eplain why. If there is an infinite it, then eplain whether it
More informationPYTHAGOREAN TRIPLES KEITH CONRAD
PYTHAGOREAN TRIPLES KEITH CONRAD 1. Introduction A Pythagorean triple is a triple of positive integers (a, b, c) where a + b = c. Examples include (3, 4, 5), (5, 1, 13), and (8, 15, 17). Below is an ancient
More informatione 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 informationChapter Intended Learning Outcomes: (i) Understanding the relationship between transform and the Fourier transform for discrete-time signals
z Transform Chapter Intended Learning Outcomes: (i) Understanding the relationship between transform and the Fourier transform for discrete-time signals (ii) Understanding the characteristics and properties
More informationHigher-order differential equations
Higher-order differential equations Peyam Tabrizian Wednesday, November 16th, 2011 This handout is meant to give you a couple more example of all the techniques discussed in chapter 6, to counterbalance
More information6.5 Trigonometric Equations
6. Trigonometric Equations In this section, we discuss conditional trigonometric equations, that is, equations involving trigonometric functions that are satisfied only by some values of the variable (or
More informationJUST THE MATHS UNIT NUMBER 1.9. ALGEBRA 9 (The theory of partial fractions) A.J.Hobson
JUST THE MATHS UNIT NUMBER 1. ALGEBRA (The theory of partial fractions) by A.J.Hobson 1..1 Introduction 1..2 Standard types of partial fraction problem 1.. Exercises 1..4 Answers to exercises UNIT 1. -
More information37. f(t) sin 2t cos 2t 38. f(t) cos 2 t. 39. f(t) sin(4t 5) 40.
28 CHAPTER 7 THE LAPLACE TRANSFORM EXERCISES 7 In Problems 8 use Definition 7 to find {f(t)} 2 3 4 5 6 7 8 9 f (t),, f (t) 4,, f (t) t,, f (t) 2t,, f (t) sin t,, f (t), cos t, t t t 2 t 2 t t t t t t t
More information19. TAYLOR SERIES AND TECHNIQUES
19. TAYLOR SERIES AND TECHNIQUES Taylor polynomials can be generated for a given function through a certain linear combination of its derivatives. The idea is that we can approximate a function by a polynomial,
More informationHow might we evaluate this? Suppose that, by some good luck, we knew that. x 2 5. x 2 dx 5
8.4 1 8.4 Partial Fractions Consider the following integral. 13 2x (1) x 2 x 2 dx How might we evaluate this? Suppose that, by some good luck, we knew that 13 2x (2) x 2 x 2 = 3 x 2 5 x + 1 We could then
More informationMath 10b Ch. 8 Reading 1: Introduction to Taylor Polynomials
Math 10b Ch. 8 Reading 1: Introduction to Taylor Polynomials Introduction: In applications, it often turns out that one cannot solve the differential equations or antiderivatives that show up in the real
More informationNotes for ECE-320. Winter by R. Throne
Notes for ECE-3 Winter 4-5 by R. Throne Contents Table of Laplace Transforms 5 Laplace Transform Review 6. Poles and Zeros.................................... 6. Proper and Strictly Proper Transfer Functions...................
More informationSUMMATION 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 informationINTEGRATION OF RATIONAL FUNCTIONS BY PARTIAL FRACTIONS
INTEGRATION OF RATIONAL FUNCTIONS BY PARTIAL FRACTIONS. Introduction It is possible to integrate any rational function, constructed as the ratio of polynomials by epressing it as a sum of simpler fractions
More informationSolve by factoring and applying the Zero Product Property. Review Solving Quadratic Equations. Three methods to solve equations of the
Hartfield College Algebra (Version 2015b - Thomas Hartfield) Unit ONE Page - 1 - of 26 Topic 0: Review Solving Quadratic Equations Three methods to solve equations of the form ax 2 bx c 0. 1. Factoring
More informationMath 2142 Homework 5 Part 1 Solutions
Math 2142 Homework 5 Part 1 Solutions Problem 1. For the following homogeneous second order differential equations, give the general solution and the particular solution satisfying the given initial conditions.
More information2.2 The Limit of a Function
2.2 The Limit of a Function Introductory Example: Consider the function f(x) = x is near 0. x f(x) x f(x) 1 3.7320508 1 4.236068 0.5 3.8708287 0.5 4.1213203 0.1 3.9748418 0.1 4.0248457 0.05 3.9874607 0.05
More informationFeedback D. Incorrect! Exponential functions are continuous everywhere. Look for features like square roots or denominators that could be made 0.
Calculus Problem Solving Drill 07: Trigonometric Limits and Continuity No. of 0 Instruction: () Read the problem statement and answer choices carefully. () Do your work on a separate sheet of paper. (3)
More informationSystems of Equations and Inequalities. College Algebra
Systems of Equations and Inequalities College Algebra System of Linear Equations There are three types of systems of linear equations in two variables, and three types of solutions. 1. An independent system
More informationAlgebra. Here are a couple of warnings to my students who may be here to get a copy of what happened on a day that you missed.
This document was written and copyrighted by Paul Dawkins. Use of this document and its online version is governed by the Terms and Conditions of Use located at. The online version of this document is
More information20. 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 informationAP Calculus AB Summer Assignment
AP Calculus AB Summer Assignment Name: When you come back to school, you will be epected to have attempted every problem. These skills are all different tools that you will pull out of your toolbo this
More information