Exponential Sums and the Multisection Formula. Brian David Sittinger

Size: px
Start display at page:

Download "Exponential Sums and the Multisection Formula. Brian David Sittinger"

Transcription

1 Exponential Sums and the Multisection Formula Brian David Sittinger 27 January 2010

2 Outline: Exponential Sums The Multisection Formula Examples and Related Results Parting Shots 1

3 Exponential Sums I ll refer to any series of the form n=0 a n x n n! as an exponential sum = a 0 + a 1 x + a 2x 2 + 2! In particular, consider special subseries of e x = 1 + x + x2 2! + x3 3! + 2

4 Motivating Problem (Stewart, Calculus, 3rd Edition, p680, #15) Let u = 1 + x3 3! + x6 6! + x9 9! + v = x + x4 4! + x7 7! + x10 10! + w = x2 2! + x5 5! + x8 8! + x11 11! + Show that u 3 + v 3 + w 3 3uvw = 1 3

5 Solution (sketch): Note that these series are derivatives of one another: u = w, v = u, and w = v Letting F = u 3 + v 3 + w 3 3uvw, we see that df/dx = 0 Hence F is constant Using u(0) = 1, v(0) = 0, and w(0) = 0, we see that this constant equals 1 4

6 More interesting question: Can we find closed forms for u, v, and w? Feasibility: We know that cosh x = ex + e x 2 = x 2k (2k)! sinh x = ex e x 2 = x 2k+1 (2k + 1)! 5

7 A solution via Differential Equations u satisfies the linear differential equation u = u This DE has characteristic equation r 3 1 = 0, with solutions r = 1, 1 ± 3 2 Note: These are all cube roots of unity! Let ω = Then, r = 1, ω, ω 2 2 General solution: u = C 1 e x +C 2 e ωx +C 3 e ω2x 6

8 DE solution, continued Find C 1, C 2, and C 3 through the initial conditions u(0) = 1, u (0) = 0, and u (0) = 0 Solving, C 1 = C 2 = C 3 = 1 3 Therefore, u = ex + e ωx + e ω2 x 3 7

9 Conclusion: u = x 3k (3k)! = ex + e ωx + e ω2x 3 v = u = x 3k+1 (3k + 1)! = ex + ω 2 e ωx + ωe ω2x 3 w = u = x 3k+2 (3k + 2)! = ex + ωe ωx + ω 2 e ω2x 3 8

10 Observations: Note the similarities between these series closed forms and those for hyperbolic sine and cosine This would have been lost if we had used real numbers instead of complex numbers For example, u = ex + 2e x/2 cos( 3x/2) 3 Moral: Complex numbers often simplify matters! 9

11 A generalisation: Let ω denote a primitive n-th root of unity (such as e 2πi/n ), and fix l N where 0 l < n x nk+l (nk + l)! = ex + ω l e ωx + + ω l(n 1) e ωn 1x n In particular, x nk (nk)! = ex + e ωx + e ω2x + + e ωn 1x n Remark: Note that the above series sum over l to e x (Compare to e x = cosh x + sinh x) 10

12 Alternate proof (sketch) We didn t need to use DE s to solve the previous problem Since ω satisfies x n 1 = (x 1)(x n 1 +x n 2 ++x+1) = 0, we see that ω n 1 + ω n ω + 1 = 0 In fact, for any s N, (ω s ) n 1 +(ω s ) n 2 ++(ω s )+1 = 0 if s n n if s n Using this last fact, the proof is a straightforward computation 11

13 What about other series, besides that of e x? Using (ω s ) n 1 + (ω s ) n (ω s ) + 1 = 0 whenever s is not a multiple of n, we may easily deduce the following theorem Multisection Formula: Let ω = e 2πi/n and l N such that 0 l < n If f(x) = a k x k, then j=0 a nj+l x nj+l = 1 n n 1 s=0 ω ls f(ω s x) Remark: Note that the above series sum over l to f(x) (and hence its name) 12

14 First published by Thomas Simpson (1759): The invention of a general method for determining the sum of every second, third, fourth, or fifth, etc terms of a series taken in order the sum of the whole series being known, Philosophical Transactions of the Royal Society of London, Vol 50, pp

15 Special case m = 2: If f(x) = a k x k, then j=0 a 2j x 2j = 1 [f(x) + f( x)] 2 j=0 a 2j+1 x 2j+1 = 1 [f(x) f( x)] 2 This is essentially the classic result that a function may be written in terms of an even function and an odd function! 14

16 An example (1 + x) n = n ( n k ) x k with x = 1 yields n ( n k ) = 2 n This, with letting x = 1, yields ) ( n) ( n) = 2 n ) ( n) ( n) = 2 n 1 ( n ( n What is ( n k k 0(3) ) ( n) ( n) ( n) = + + +?

17 An example (continued) Applying the Multisection Formula to (1 + x) n n = ( n) x k with 0 k < m and k x = 1: ( n k k 0(3) ) = s=0 (1 + ω s ) n Since ω 2 = ω, applying De Moivre s Theorem yields k 0(3) ( n k ) = 1 3 [ 2 n + 2 cos ( nπ 3 )] 16

18 An example (concluded) In general, we get the following result (C Ramus, 1834) ( n k k r(m) ) = 1 m m 1 j=0 ( 2 cos ( )) jπ n j(n 2r)π cos m m 17

19 Related problems Consider alternating exponential sums of the form ( 1) k x nk+l (nk + l)! When n = 1, this is e x When n = 2, these are cos x (l = 0) and sin x (l = 1) What about n > 2? 18

20 Alternating exponential sums (continued) Let ω denote a primitive (2n)-th root of unity, and fix l N where 0 l < n ( 1) k x nk+l (nk + l)! = 1 n n 1 s=0 ω l(2s+1) e ω2s+1x In particular, ( 1) k x nk (nk)! = eωx + e ω3x + + e ω2n 1 x n Let s l (x) = ( 1) k x nk+l (nk + l)! Then, e ωx = n 1 l=0 ω l s l (x) In the case when n = 2, this reduces to Euler s identity e ix = cos x + i sin x 19

21 Parting shots Generalise the Multisection Formula to polynomials/series in more than one variable Develop an analogue of the Multisection Formula for j=0 ( 1) j a nj+l x nj+l What happens if we use other groups to act on a variable instead of the n-th roots of unity (ie, the cyclic group of order n) in the Multisection Formula? 20

JUST THE MATHS UNIT NUMBER DIFFERENTIATION APPLICATIONS 5 (Maclaurin s and Taylor s series) A.J.Hobson

JUST THE MATHS UNIT NUMBER DIFFERENTIATION APPLICATIONS 5 (Maclaurin s and Taylor s series) A.J.Hobson JUST THE MATHS UNIT NUMBER.5 DIFFERENTIATION APPLICATIONS 5 (Maclaurin s and Taylor s series) by A.J.Hobson.5. Maclaurin s series.5. Standard series.5.3 Taylor s series.5.4 Exercises.5.5 Answers to exercises

More information

9-5 Complex Numbers and De Moivre's Theorem

9-5 Complex Numbers and De Moivre's Theorem Find each power and express it in rectangular form. 37. (12i 5) 3 First, write 12i 5 in polar form. The polar form of 12i 5 is. Now use De Moivre s Theorem to find the third power. Therefore,. esolutions

More information

A Library of Functions

A Library of Functions LibraryofFunctions.nb 1 A Library of Functions Any study of calculus must start with the study of functions. Functions are fundamental to mathematics. In its everyday use the word function conveys to us

More information

CHAPTER 3 ELEMENTARY FUNCTIONS 28. THE EXPONENTIAL FUNCTION. Definition: The exponential function: The exponential function e z by writing

CHAPTER 3 ELEMENTARY FUNCTIONS 28. THE EXPONENTIAL FUNCTION. Definition: The exponential function: The exponential function e z by writing CHAPTER 3 ELEMENTARY FUNCTIONS We consider here various elementary functions studied in calculus and define corresponding functions of a complex variable. To be specific, we define analytic functions of

More information

Ordinary Differential Equations (ODEs)

Ordinary Differential Equations (ODEs) Chapter 13 Ordinary Differential Equations (ODEs) We briefly review how to solve some of the most standard ODEs. 13.1 First Order Equations 13.1.1 Separable Equations A first-order ordinary differential

More information

Monday, 6 th October 2008

Monday, 6 th October 2008 MA211 Lecture 9: 2nd order differential eqns Monday, 6 th October 2008 MA211 Lecture 9: 2nd order differential eqns 1/19 Class test next week... MA211 Lecture 9: 2nd order differential eqns 2/19 This morning

More information

Practice Differentiation Math 120 Calculus I Fall 2015

Practice Differentiation Math 120 Calculus I Fall 2015 . x. Hint.. (4x 9) 4x + 9. Hint. Practice Differentiation Math 0 Calculus I Fall 0 The rules of differentiation are straightforward, but knowing when to use them and in what order takes practice. Although

More information

Lecture 3. Lecturer: Prof. Sergei Fedotov Calculus and Vectors. Exponential and logarithmic functions

Lecture 3. Lecturer: Prof. Sergei Fedotov Calculus and Vectors. Exponential and logarithmic functions Lecture 3 Lecturer: Prof. Sergei Fedotov 10131 - Calculus and Vectors Exponential and logarithmic functions Sergei Fedotov (University of Manchester) MATH10131 2011 1 / 7 Lecture 3 1 Inverse functions

More information

Math 180 Prof. Beydler Homework for Packet #5 Page 1 of 11

Math 180 Prof. Beydler Homework for Packet #5 Page 1 of 11 Math 180 Prof. Beydler Homework for Packet #5 Page 1 of 11 Due date: Name: Note: Write your answers using positive exponents. Radicals are nice, but not required. ex: Write 1 x 2 not x 2. ex: x is nicer

More information

1. Solve the boundary-value problems or else show that no solutions exist. y (x) = c 1 e 2x + c 2 e 3x. (3)

1. Solve the boundary-value problems or else show that no solutions exist. y (x) = c 1 e 2x + c 2 e 3x. (3) Diff. Eqns. Problem Set 6 Solutions. Solve the boundary-value problems or else show that no solutions exist. a y + y 6y, y, y 4 b y + 9y x + e x, y, yπ a Assuming y e rx is a solution, we get the characteristic

More information

integration integration

integration integration 13 Contents integration integration 1. Basic concepts of integration 2. Definite integrals 3. The area bounded by a curve 4. Integration by parts 5. Integration by substitution and using partial fractions

More information

1MA1 Introduction to the Maths Course

1MA1 Introduction to the Maths Course 1MA1/-1 1MA1 Introduction to the Maths Course Preamble Throughout your time as an engineering student at Oxford you will receive lectures and tuition in the range of applied mathematical tools that today

More information

MA 242 Review Exponential and Log Functions Notes for today s class can be found at

MA 242 Review Exponential and Log Functions Notes for today s class can be found at MA 242 Review Exponential and Log Functions Notes for today s class can be found at www.xecu.net/jacobs/index242.htm Example: If y = x n If y = x 2 then then dy dx = nxn 1 dy dx = 2x1 = 2x Power Function

More information

Name: Answer Key David Arnold. Math 50B Integral Calculus May 13, Final Exam

Name: Answer Key David Arnold. Math 50B Integral Calculus May 13, Final Exam Math 5B Integral Calculus May 3, 7 Final Exam Name: Answer Key David Arnold Instructions. (9 points) Follow the directions exactly! Whatever you are asked to do, you must do to receive full credit for

More information

3 rd class Mech. Eng. Dept. hamdiahmed.weebly.com Fourier Series

3 rd class Mech. Eng. Dept. hamdiahmed.weebly.com Fourier Series Definition 1 Fourier Series A function f is said to be piecewise continuous on [a, b] if there exists finitely many points a = x 1 < x 2

More information

18.085, PROBLEM SET 8 SOLUTIONS

18.085, PROBLEM SET 8 SOLUTIONS 18.085, PROBLEM SET 8 SOLUTIONS Question 1. (15 pts.) Question 4 of pset7, continued. Let f(x) be the 2π-periodic extension of the function g(x) = e x defined on the interval π x π. See the solutions to

More information

6.2. The Hyperbolic Functions. Introduction. Prerequisites. Learning Outcomes

6.2. The Hyperbolic Functions. Introduction. Prerequisites. Learning Outcomes The Hyperbolic Functions 6. Introduction The hyperbolic functions cosh x, sinh x, tanh x etc are certain combinations of the exponential functions e x and e x. The notation implies a close relationship

More information

MIDTERM 1. Name-Surname: 15 pts 20 pts 15 pts 10 pts 10 pts 10 pts 15 pts 20 pts 115 pts Total. Overall 115 points.

MIDTERM 1. Name-Surname: 15 pts 20 pts 15 pts 10 pts 10 pts 10 pts 15 pts 20 pts 115 pts Total. Overall 115 points. Name-Surname: Student No: Grade: 15 pts 20 pts 15 pts 10 pts 10 pts 10 pts 15 pts 20 pts 115 pts 1 2 3 4 5 6 7 8 Total Overall 115 points. Do as much as you can. Write your answers to all of the questions.

More information

23. The Finite Fourier Transform and the Fast Fourier Transform Algorithm

23. The Finite Fourier Transform and the Fast Fourier Transform Algorithm 23. The Finite Fourier Transform and the Fast Fourier Transform Algorithm 23.1 Introduction: Fourier Series Early in the Nineteenth Century, Fourier studied sound and oscillatory motion and conceived of

More information

Hyperbolic functions

Hyperbolic functions Roberto s Notes on Differential Calculus Chapter 5: Derivatives of transcendental functions Section Derivatives of Hyperbolic functions What you need to know already: Basic rules of differentiation, including

More information

3 Elementary Functions

3 Elementary Functions 3 Elementary Functions 3.1 The Exponential Function For z = x + iy we have where Euler s formula gives The note: e z = e x e iy iy = cos y + i sin y When y = 0 we have e x the usual exponential. When z

More information

Complex Numbers. Integers, Rationals, and Reals. The natural numbers: The integers:

Complex Numbers. Integers, Rationals, and Reals. The natural numbers: The integers: Complex Numbers Integers, Rationals, and Reals The natural numbers: N {... 3, 2,, 0,, 2, 3...} The integers: Z {... 3, 2,, 0,, 2, 3...} Note that any two integers added, subtracted, or multiplied together

More information

7.1. Calculus of inverse functions. Text Section 7.1 Exercise:

7.1. Calculus of inverse functions. Text Section 7.1 Exercise: Contents 7. Inverse functions 1 7.1. Calculus of inverse functions 2 7.2. Derivatives of exponential function 4 7.3. Logarithmic function 6 7.4. Derivatives of logarithmic functions 7 7.5. Exponential

More information

Jim Lambers ENERGY 281 Spring Quarter Lecture 5 Notes

Jim Lambers ENERGY 281 Spring Quarter Lecture 5 Notes Jim ambers ENERGY 28 Spring Quarter 27-8 ecture 5 Notes These notes are based on Rosalind Archer s PE28 lecture notes, with some revisions by Jim ambers. Fourier Series Recall that in ecture 2, when we

More information

Chapter 5 Logarithmic, Exponential, and Other Transcendental Functions

Chapter 5 Logarithmic, Exponential, and Other Transcendental Functions Chapter 5 Logarithmic, Exponential, an Other Transcenental Functions 5.1 The Natural Logarithmic Function: Differentiation 5.2 The Natural Logarithmic Function: Integration 5.3 Inverse Functions 5.4 Exponential

More information

In this chapter we study several functions that are useful in calculus and other areas of mathematics.

In this chapter we study several functions that are useful in calculus and other areas of mathematics. Calculus 5 7 Special functions In this chapter we study several functions that are useful in calculus and other areas of mathematics. 7. Hyperbolic trigonometric functions The functions we study in this

More information

Semester University of Sheffield. School of Mathematics and Statistics

Semester University of Sheffield. School of Mathematics and Statistics University of Sheffield School of Mathematics and Statistics MAS140: Mathematics (Chemical) MAS15: Civil Engineering Mathematics MAS15: Essential Mathematical Skills & Techniques MAS156: Mathematics (Electrical

More information

NUMERICAL METHODS. x n+1 = 2x n x 2 n. In particular: which of them gives faster convergence, and why? [Work to four decimal places.

NUMERICAL METHODS. x n+1 = 2x n x 2 n. In particular: which of them gives faster convergence, and why? [Work to four decimal places. NUMERICAL METHODS 1. Rearranging the equation x 3 =.5 gives the iterative formula x n+1 = g(x n ), where g(x) = (2x 2 ) 1. (a) Starting with x = 1, compute the x n up to n = 6, and describe what is happening.

More information

10-6 Functions as Infinite Series

10-6 Functions as Infinite Series Use Use to find a power series representation of g(x) Indicate the interval on which the series converges Use a graphing calculator to graph g(x) and the sixth partial sum of its power series 1 g(x) to

More information

Course 2BA1: Hilary Term 2006 Section 7: Trigonometric and Exponential Functions

Course 2BA1: Hilary Term 2006 Section 7: Trigonometric and Exponential Functions Course 2BA1: Hilary Term 2006 Section 7: Trigonometric and Exponential Functions David R. Wilkins Copyright c David R. Wilkins 2005 Contents 7 Trigonometric and Exponential Functions 1 7.1 Basic Trigonometric

More information

UNIVERSITY OF CAMBRIDGE Faculty of Mathematics MATHEMATICS WORKBOOK

UNIVERSITY OF CAMBRIDGE Faculty of Mathematics MATHEMATICS WORKBOOK UNIVERSITY OF CAMBRIDGE Faculty of Mathematics MATHEMATICS WORKBOOK August, 07 Introduction The Mathematical Tripos is designed to be accessible to students who are familiar with the the core A-level syllabus

More information

BESSEL FUNCTIONS APPENDIX D

BESSEL FUNCTIONS APPENDIX D APPENDIX D BESSEL FUNCTIONS D.1 INTRODUCTION Bessel functions are not classified as one of the elementary functions in mathematics; however, Bessel functions appear in the solution of many physical problems

More information

Differential and Integral Calculus

Differential and Integral Calculus School of science an engineering El Akhawayn University Monay, March 31 st, 2008 Outline 1 Definition of hyperbolic functions: The hyperbolic cosine an the hyperbolic sine of the real number x are enote

More information

Summary: Primer on Integral Calculus:

Summary: Primer on Integral Calculus: Physics 2460 Electricity and Magnetism I, Fall 2006, Primer on Integration: Part I 1 Summary: Primer on Integral Calculus: Part I 1. Integrating over a single variable: Area under a curve Properties of

More information

Solutions to Tutorial for Week 4

Solutions to Tutorial for Week 4 The University of Sydney School of Mathematics and Statistics Solutions to Tutorial for Week 4 MATH191/1931: Calculus of One Variable (Advanced) Semester 1, 018 Web Page: sydneyeduau/science/maths/u/ug/jm/math191/

More information

FUNCTIONS OF ONE VARIABLE FUNCTION DEFINITIONS

FUNCTIONS OF ONE VARIABLE FUNCTION DEFINITIONS Page of 6 FUNCTIONS OF ONE VARIABLE FUNCTION DEFINITIONS 6. HYPERBOLIC FUNCTIONS These functions which are defined in terms of e will be seen later to be related to the trigonometic functions via comple

More information

Series FOURIER SERIES. Graham S McDonald. A self-contained Tutorial Module for learning the technique of Fourier series analysis

Series FOURIER SERIES. Graham S McDonald. A self-contained Tutorial Module for learning the technique of Fourier series analysis Series FOURIER SERIES Graham S McDonald A self-contained Tutorial Module for learning the technique of Fourier series analysis Table of contents Begin Tutorial c 24 g.s.mcdonald@salford.ac.uk 1. Theory

More information

Scientific Computing: An Introductory Survey

Scientific Computing: An Introductory Survey Scientific Computing: An Introductory Survey Chapter 12 Prof. Michael T. Heath Department of Computer Science University of Illinois at Urbana-Champaign Copyright c 2002. Reproduction permitted for noncommercial,

More information

cosh x sinh x So writing t = tan(x/2) we have 6.4 Integration using tan(x/2) = 2 2t 1 + t 2 cos x = 1 t2 We will revisit the double angle identities:

cosh x sinh x So writing t = tan(x/2) we have 6.4 Integration using tan(x/2) = 2 2t 1 + t 2 cos x = 1 t2 We will revisit the double angle identities: 6.4 Integration using tanx/) We will revisit the ouble angle ientities: sin x = sinx/) cosx/) = tanx/) sec x/) = tanx/) + tan x/) cos x = cos x/) sin x/) tan x = = tan x/) sec x/) tanx/) tan x/). = tan

More information

Chapter 13: General Solutions to Homogeneous Linear Differential Equations

Chapter 13: General Solutions to Homogeneous Linear Differential Equations Worked Solutions 1 Chapter 13: General Solutions to Homogeneous Linear Differential Equations 13.2 a. Verifying that {y 1, y 2 } is a fundamental solution set: We have y 1 (x) = cos(2x) y 1 (x) = 2 sin(2x)

More information

CALCULUS PROBLEMS Courtesy of Prof. Julia Yeomans. Michaelmas Term

CALCULUS PROBLEMS Courtesy of Prof. Julia Yeomans. Michaelmas Term CALCULUS PROBLEMS Courtesy of Prof. Julia Yeomans Michaelmas Term The problems are in 5 sections. The first 4, A Differentiation, B Integration, C Series and limits, and D Partial differentiation follow

More information

Calculus I Homework: Linear Approximation and Differentials Page 1

Calculus I Homework: Linear Approximation and Differentials Page 1 Calculus I Homework: Linear Approximation and Differentials Page Example (3..8) Find the linearization L(x) of the function f(x) = (x) /3 at a = 8. The linearization is given by which approximates the

More information

Calculus: Early Transcendental Functions Lecture Notes for Calculus 101. Feras Awad Mahmoud

Calculus: Early Transcendental Functions Lecture Notes for Calculus 101. Feras Awad Mahmoud Calculus: Early Transcendental Functions Lecture Notes for Calculus 101 Feras Awad Mahmoud Last Updated: August 2, 2012 1 2 Feras Awad Mahmoud Department of Basic Sciences Philadelphia University JORDAN

More information

Calculus I Homework: Linear Approximation and Differentials Page 1

Calculus I Homework: Linear Approximation and Differentials Page 1 Calculus I Homework: Linear Approximation and Differentials Page Questions Example Find the linearization L(x) of the function f(x) = (x) /3 at a = 8. Example Find the linear approximation of the function

More information

AP CALCULUS AB Study Guide for Midterm Exam 2017

AP CALCULUS AB Study Guide for Midterm Exam 2017 AP CALCULUS AB Study Guide for Midterm Exam 2017 CHAPTER 1: PRECALCULUS REVIEW 1.1 Real Numbers, Functions and Graphs - Write absolute value as a piece-wise function - Write and interpret open and closed

More information

Limits of Exponential, Logarithmic, and Trigonometric Functions

Limits of Exponential, Logarithmic, and Trigonometric Functions Limits of Exponential, Logarithmic, and Trigonometric Functions by CHED on January 02, 2018 lesson duration of 3 minutes under Basic Calculus generated on January 02, 2018 at 01:54 am Tags: Limits and

More information

Introduction to Complex Mathematics

Introduction to Complex Mathematics EEL335: Discrete-Time Signals and Systems. Introduction In our analysis of discrete-time signals and systems, complex numbers will play an incredibly important role; virtually everything we do from here

More information

Math F15 Rahman

Math F15 Rahman Math - 9 F5 Rahman Week3 7.3 Hyperbolic Functions Hyperbolic functions are similar to trigonometric functions, and have the following definitions: sinh x = (ex e x ) cosh x = (ex + e x ) tanh x = sinh

More information

Chapter 9: Complex Numbers

Chapter 9: Complex Numbers Chapter 9: Comple Numbers 9.1 Imaginary Number 9. Comple Number - definition - argand diagram - equality of comple number 9.3 Algebraic operations on comple number - addition and subtraction - multiplication

More information

Solutions to Problem Sheet for Week 6

Solutions to Problem Sheet for Week 6 THE UNIVERSITY OF SYDNEY SCHOOL OF MATHEMATICS AND STATISTICS Solutions to Problem Sheet for Week 6 MATH90: Differential Calculus (Advanced) Semester, 07 Web Page: sydney.edu.au/science/maths/u/ug/jm/math90/

More information

cosh x sinh x So writing t = tan(x/2) we have 6.4 Integration using tan(x/2) 2t 1 + t 2 cos x = 1 t2 sin x =

cosh x sinh x So writing t = tan(x/2) we have 6.4 Integration using tan(x/2) 2t 1 + t 2 cos x = 1 t2 sin x = 6.4 Integration using tan/ We will revisit the ouble angle ientities: sin = sin/ cos/ = tan/ sec / = tan/ + tan / cos = cos / sin / tan = = tan / sec / tan/ tan /. = tan / + tan / So writing t = tan/ we

More information

Errata List Numerical Mathematics and Computing, 7th Edition Ward Cheney & David Kincaid Cengage Learning (c) March 2013

Errata List Numerical Mathematics and Computing, 7th Edition Ward Cheney & David Kincaid Cengage Learning (c) March 2013 Chapter Errata List Numerical Mathematics and Computing, 7th Edition Ward Cheney & David Kincaid Cengage Learning (c) 202 9 March 203 Page 4, Summary, 2nd bullet item, line 4: Change A segment of to The

More information

CHAPTER 4 FOURIER SERIES S A B A R I N A I S M A I L

CHAPTER 4 FOURIER SERIES S A B A R I N A I S M A I L CHAPTER 4 FOURIER SERIES 1 S A B A R I N A I S M A I L Outline Introduction of the Fourier series. The properties of the Fourier series. Symmetry consideration Application of the Fourier series to circuit

More information

Section 9.7 and 9.10: Taylor Polynomials and Approximations/Taylor and Maclaurin Series

Section 9.7 and 9.10: Taylor Polynomials and Approximations/Taylor and Maclaurin Series Section 9.7 and 9.10: Taylor Polynomials and Approximations/Taylor and Maclaurin Series Power Series for Functions We can create a Power Series (or polynomial series) that can approximate a function around

More information

Solutions to Tutorial for Week 3

Solutions to Tutorial for Week 3 The University of Sydney School of Mathematics and Statistics Solutions to Tutorial for Week 3 MATH9/93: Calculus of One Variable (Advanced) Semester, 08 Web Page: sydney.edu.au/science/maths/u/ug/jm/math9/

More information

Math 200 University of Connecticut

Math 200 University of Connecticut RELATIVISTIC ADDITION AND REAL ADDITION KEITH CONRAD Math 200 University of Connecticut Date: Aug. 31, 2005. RELATIVISTIC ADDITION AND REAL ADDITION 1 1. Introduction For three particles P, Q, R travelling

More information

Advanced Mathematics Support Programme Edexcel Year 2 Core Pure Suggested Scheme of Work ( )

Advanced Mathematics Support Programme Edexcel Year 2 Core Pure Suggested Scheme of Work ( ) Edexcel Year 2 Core Pure Suggested Scheme of Work (2018-2019) This template shows how Integral Resources and AMSP FM videos can be used to support Further Mathematics students and teachers. This template

More information

Precalculus Review. Functions to KNOW! 1. Polynomial Functions. Types: General form Generic Graph and unique properties. Constants. Linear.

Precalculus Review. Functions to KNOW! 1. Polynomial Functions. Types: General form Generic Graph and unique properties. Constants. Linear. Precalculus Review Functions to KNOW! 1. Polynomial Functions Types: General form Generic Graph and unique properties Constants Linear Quadratic Cubic Generalizations for Polynomial Functions - The domain

More information

Advanced Mathematics Support Programme OCR Year 2 Pure Core Suggested Scheme of Work ( )

Advanced Mathematics Support Programme OCR Year 2 Pure Core Suggested Scheme of Work ( ) OCR Year 2 Pure Core Suggested Scheme of Work (2018-2019) This template shows how Integral Resources and FMSP FM videos can be used to support Further Mathematics students and teachers. This template is

More information

18.01 EXERCISES. Unit 3. Integration. 3A. Differentials, indefinite integration. 3A-1 Compute the differentials df(x) of the following functions.

18.01 EXERCISES. Unit 3. Integration. 3A. Differentials, indefinite integration. 3A-1 Compute the differentials df(x) of the following functions. 8. EXERCISES Unit 3. Integration 3A. Differentials, indefinite integration 3A- Compute the differentials df(x) of the following functions. a) d(x 7 + sin ) b) d x c) d(x 8x + 6) d) d(e 3x sin x) e) Express

More information

Tangent Lines Sec. 2.1, 2.7, & 2.8 (continued)

Tangent Lines Sec. 2.1, 2.7, & 2.8 (continued) Tangent Lines Sec. 2.1, 2.7, & 2.8 (continued) Prove this Result How Can a Derivative Not Exist? Remember that the derivative at a point (or slope of a tangent line) is a LIMIT, so it doesn t exist whenever

More information

1 Functions and Inverses

1 Functions and Inverses October, 08 MAT86 Week Justin Ko Functions and Inverses Definition. A function f : D R is a rule that assigns each element in a set D to eactly one element f() in R. The set D is called the domain of f.

More information

CHAPTER 1. DIFFERENTIATION 18. As x 1, f(x). At last! We are now in a position to sketch the curve; see Figure 1.4.

CHAPTER 1. DIFFERENTIATION 18. As x 1, f(x). At last! We are now in a position to sketch the curve; see Figure 1.4. CHAPTER. DIFFERENTIATION 8 and similarly for x, As x +, fx), As x, fx). At last! We are now in a position to sketch the curve; see Figure.4. Figure.4: A sketch of the function y = fx) =/x ). Observe the

More information

f (t) K(t, u) d t. f (t) K 1 (t, u) d u. Integral Transform Inverse Fourier Transform

f (t) K(t, u) d t. f (t) K 1 (t, u) d u. Integral Transform Inverse Fourier Transform Integral Transforms Massoud Malek An integral transform maps an equation from its original domain into another domain, where it might be manipulated and solved much more easily than in the original domain.

More information

Chapter 3 Elementary Functions

Chapter 3 Elementary Functions Chapter 3 Elementary Functions In this chapter, we will consier elementary functions of a complex variable. We will introuce complex exponential, trigonometric, hyperbolic, an logarithmic functions. 23.

More information

Completion Date: Monday February 11, 2008

Completion Date: Monday February 11, 2008 MATH 4 (R) Winter 8 Intermediate Calculus I Solutions to Problem Set #4 Completion Date: Monday February, 8 Department of Mathematical and Statistical Sciences University of Alberta Question. [Sec..9,

More information

Hyperbolics. Scott Morgan. Further Mathematics Support Programme - WJEC A-Level Further Mathematics 31st March scott3142.

Hyperbolics. Scott Morgan. Further Mathematics Support Programme - WJEC A-Level Further Mathematics 31st March scott3142. Hyperbolics Scott Morgan Further Mathematics Support Programme - WJEC A-Level Further Mathematics 3st March 208 scott342.com @Scott342 Topics Hyperbolic Identities Calculus with Hyperbolics - Differentiation

More information

4.4 Solving Initial Value Problems

4.4 Solving Initial Value Problems 4.4. SOLVING INITIAL VALUE PROBLEMS 4.4 Solving Initial Value Problems 4.4. Description of the Method and Examples In the introduction of the previous section, we used an example to show how the Laplace

More information

MTH4101 CALCULUS II REVISION NOTES. 1. COMPLEX NUMBERS (Thomas Appendix 7 + lecture notes) ax 2 + bx + c = 0. x = b ± b 2 4ac 2a. i = 1.

MTH4101 CALCULUS II REVISION NOTES. 1. COMPLEX NUMBERS (Thomas Appendix 7 + lecture notes) ax 2 + bx + c = 0. x = b ± b 2 4ac 2a. i = 1. MTH4101 CALCULUS II REVISION NOTES 1. COMPLEX NUMBERS (Thomas Appendix 7 + lecture notes) 1.1 Introduction Types of numbers (natural, integers, rationals, reals) The need to solve quadratic equations:

More information

Smalltalk 9/26/13. Is it all in your imagination? Brian Heinold

Smalltalk 9/26/13. Is it all in your imagination? Brian Heinold Smalltalk 9/26/13 Is it all in your imagination? Brian Heinold What is i? Definition: i = 1 What is i? Definition: i = 1 Specifically, i is a number such that i 2 = 1. What is i? Definition: i = 1 Specifically,

More information

Fourier and Partial Differential Equations

Fourier and Partial Differential Equations Chapter 5 Fourier and Partial Differential Equations 5.1 Fourier MATH 294 SPRING 1982 FINAL # 5 5.1.1 Consider the function 2x, 0 x 1. a) Sketch the odd extension of this function on 1 x 1. b) Expand the

More information

UNIT 5: DERIVATIVES OF EXPONENTIAL AND TRIGONOMETRIC FUNCTIONS. Qu: What do you remember about exponential and logarithmic functions?

UNIT 5: DERIVATIVES OF EXPONENTIAL AND TRIGONOMETRIC FUNCTIONS. Qu: What do you remember about exponential and logarithmic functions? UNIT 5: DERIVATIVES OF EXPONENTIAL AND TRIGONOMETRIC FUNCTIONS 5.1 DERIVATIVES OF EXPONENTIAL FUNCTIONS, y = e X Qu: What do you remember about exponential and logarithmic functions? e, called Euler s

More information

Roots and Coefficients of a Quadratic Equation Summary

Roots and Coefficients of a Quadratic Equation Summary Roots and Coefficients of a Quadratic Equation Summary For a quadratic equation with roots α and β: Sum of roots = α + β = and Product of roots = αβ = Symmetrical functions of α and β include: x = and

More information

MTH4101 Calculus II. Carl Murray School of Mathematical Sciences Queen Mary University of London Spring Lecture Notes

MTH4101 Calculus II. Carl Murray School of Mathematical Sciences Queen Mary University of London Spring Lecture Notes MTH40 Calculus II Carl Murray School of Mathematical Sciences Queen Mary University of London Spring 20 Lecture Notes Complex Numbers. Introduction We have already met several types of numbers. Natural

More information

Further Mathematics SAMPLE. Marking Scheme

Further Mathematics SAMPLE. Marking Scheme Further Mathematics SAMPLE Marking Scheme This marking scheme has been prepared as a guide only to markers. This is not a set of model answers, or the exclusive answers to the questions, and there will

More information

MAE143A Signals & Systems - Homework 1, Winter 2014 due by the end of class Thursday January 16, 2014.

MAE143A Signals & Systems - Homework 1, Winter 2014 due by the end of class Thursday January 16, 2014. MAE43A Signals & Systems - Homework, Winter 4 due by the end of class Thursday January 6, 4. Question Time shifting [Chaparro Question.5] Consider a finite-support signal and zero everywhere else. Part

More information

QF101: Quantitative Finance August 22, Week 1: Functions. Facilitator: Christopher Ting AY 2017/2018

QF101: Quantitative Finance August 22, Week 1: Functions. Facilitator: Christopher Ting AY 2017/2018 QF101: Quantitative Finance August 22, 2017 Week 1: Functions Facilitator: Christopher Ting AY 2017/2018 The chief function of the body is to carry the brain around. Thomas A. Edison 1.1 What is a function?

More information

INFINITE SEQUENCES AND SERIES

INFINITE SEQUENCES AND SERIES 11 INFINITE SEQUENCES AND SERIES INFINITE SEQUENCES AND SERIES Infinite sequences and series were introduced briefly in A Preview of Calculus in connection with Zeno s paradoxes and the decimal representation

More information

Subsequences and Limsups. Some sequences of numbers converge to limits, and some do not. For instance,

Subsequences and Limsups. Some sequences of numbers converge to limits, and some do not. For instance, Subsequences and Limsups Some sequences of numbers converge to limits, and some do not. For instance,,, 3, 4, 5,,... converges to 0 3, 3., 3.4, 3.4, 3.45, 3.459,... converges to π, 3,, 3.,, 3.4,... does

More information

Further mathematics. AS and A level content

Further mathematics. AS and A level content Further mathematics AS and A level content December 2014 s for further mathematics AS and A level for teaching from 2017 3 Introduction 3 Purpose 3 Aims and objectives 3 Subject content 5 Structure 5 Background

More information

2 Recollection of elementary functions. II

2 Recollection of elementary functions. II Recollection of elementary functions. II Last updated: October 5, 08. In this section we continue recollection of elementary functions. In particular, we consider exponential, trigonometric and hyperbolic

More information

Math Spring 2014 Solutions to Assignment # 6 Completion Date: Friday May 23, 2014

Math Spring 2014 Solutions to Assignment # 6 Completion Date: Friday May 23, 2014 Math 11 - Spring 014 Solutions to Assignment # 6 Completion Date: Friday May, 014 Question 1. [p 109, #9] With the aid of expressions 15) 16) in Sec. 4 for sin z cos z, namely, sin z = sin x + sinh y cos

More information

6.7 Hyperbolic Functions

6.7 Hyperbolic Functions 6.7 6.7 Hyperbolic Functions Even and Odd Parts of an Exponential Function We recall that a function f is called even if f( x) = f(x). f is called odd if f( x) = f(x). The sine function is odd while the

More information

14 Fourier analysis. Read: Boas Ch. 7.

14 Fourier analysis. Read: Boas Ch. 7. 14 Fourier analysis Read: Boas Ch. 7. 14.1 Function spaces A function can be thought of as an element of a kind of vector space. After all, a function f(x) is merely a set of numbers, one for each point

More information

Examples 2: Composite Functions, Piecewise Functions, Partial Fractions

Examples 2: Composite Functions, Piecewise Functions, Partial Fractions Examples 2: Composite Functions, Piecewise Functions, Partial Fractions September 26, 206 The following are a set of examples to designed to complement a first-year calculus course. objectives are listed

More information

EE 3054: Signals, Systems, and Transforms Spring A causal discrete-time LTI system is described by the equation. y(n) = 1 4.

EE 3054: Signals, Systems, and Transforms Spring A causal discrete-time LTI system is described by the equation. y(n) = 1 4. EE : Signals, Systems, and Transforms Spring 7. A causal discrete-time LTI system is described by the equation Test y(n) = X x(n k) k= No notes, closed book. Show your work. Simplify your answers.. A discrete-time

More information

TOPIC 3. Taylor polynomials. Mathematica code. Here is some basic mathematica code for plotting functions.

TOPIC 3. Taylor polynomials. Mathematica code. Here is some basic mathematica code for plotting functions. TOPIC 3 Taylor polynomials Main ideas. Linear approximating functions: Review Approximating polynomials Key formulas: P n (x) =a 0 + a (x x )+ + a n (x x ) n P n (x + x) =a 0 + a ( x)+ + a n ( x) n where

More information

4.1 Exponential and Logarithmic Functions

4.1 Exponential and Logarithmic Functions . Exponential and Logarithmic Functions Joseph Heavner Honors Complex Analysis Continued) Chapter July, 05 3.) Find the derivative of f ) e i e i. d d e i e i) d d ei ) d d e i ) e i d d i) e i d d i)

More information

Mathematical Methods: Fourier Series. Fourier Series: The Basics

Mathematical Methods: Fourier Series. Fourier Series: The Basics 1 Mathematical Methods: Fourier Series Fourier Series: The Basics Fourier series are a method of representing periodic functions. It is a very useful and powerful tool in many situations. It is sufficiently

More information

Bernoulli Polynomials

Bernoulli Polynomials Chapter 4 Bernoulli Polynomials 4. Bernoulli Numbers The generating function for the Bernoulli numbers is x e x = n= B n n! xn. (4.) That is, we are to expand the left-hand side of this equation in powers

More information

High order parametric polynomial approximation of conic sections

High order parametric polynomial approximation of conic sections High order parametric polynomial approximation of conic sections Gašper Jaklič a,b,c, Jernej Kozak a,b, Marjeta Krajnc a,b, Vito Vitrih c, Emil Žagar a,b, a FMF, University of Ljubljana, Jadranska 19,

More information

MATH Non-Euclidean Geometry Exercise Set #9 Solutions

MATH Non-Euclidean Geometry Exercise Set #9 Solutions MATH 6118-090 Non-Euclidean Geometry Exercise Set #9 Solutions 1. Consider the doubly asymptotic triangle AMN in H where What is the image of AMN under the isometry γ 1? Use this to find the hyperbolic

More information

AP Calculus (BC) Chapter 9 Test No Calculator Section Name: Date: Period:

AP Calculus (BC) Chapter 9 Test No Calculator Section Name: Date: Period: WORKSHEET: Series, Taylor Series AP Calculus (BC) Chapter 9 Test No Calculator Section Name: Date: Period: 1 Part I. Multiple-Choice Questions (5 points each; please circle the correct answer.) 1. The

More information

MSM120 1M1 First year mathematics for civil engineers Revision notes 3

MSM120 1M1 First year mathematics for civil engineers Revision notes 3 MSM0 M First year mathematics for civil engineers Revision notes Professor Robert. Wilson utumn 00 Functions Definition of a function: it is a rule which, given a value of the independent variable (often

More information

Homework 7 Solutions

Homework 7 Solutions Homework 7 Solutions # (Section.4: The following functions are defined on an interval of length. Sketch the even and odd etensions of each function over the interval [, ]. (a f( =, f ( Even etension of

More information

! " k x 2k$1 # $ k x 2k. " # p $ 1! px! p " p 1 # !"#$%&'"()'*"+$",&-('./&-/. !"#$%&'()"*#%+!'",' -./#")'.,&'+.0#.1)2,'!%)2%! !"#$%&'"%(")*$+&#,*$,#

!  k x 2k$1 # $ k x 2k.  # p $ 1! px! p  p 1 # !#$%&'()'*+$,&-('./&-/. !#$%&'()*#%+!',' -./#)'.,&'+.0#.1)2,'!%)2%! !#$%&'%()*$+&#,*$,# "#$%&'()"*#%+'",' -./#")'.,&'+.0#.1)2,' %)2% "#$%&'"()'*"+$",&-('./&-/. Taylor Series o a unction at x a is " # a k " # " x a# k k0 k It is a Power Series centered at a. Maclaurin Series o a unction is

More information

PRE-LEAVING CERTIFICATE EXAMINATION, 2010

PRE-LEAVING CERTIFICATE EXAMINATION, 2010 L.7 PRE-LEAVING CERTIFICATE EXAMINATION, 00 MATHEMATICS HIGHER LEVEL PAPER (300 marks) TIME : ½ HOURS Attempt SIX QUESTIONS (50 marks each). WARNING: Marks will be lost if all necessary work is not clearly

More information

UNIVERSITY OF SOUTHAMPTON

UNIVERSITY OF SOUTHAMPTON UNIVERSITY OF SOUTHAMPTON MATH03W SEMESTER EXAMINATION 0/ MATHEMATICS FOR ELECTRONIC & ELECTRICAL ENGINEERING Duration: 0 min This paper has two parts, part A and part B. Answer all questions from part

More information

More On Exponential Functions, Inverse Functions and Derivative Consequences

More On Exponential Functions, Inverse Functions and Derivative Consequences More On Exponential Functions, Inverse Functions and Derivative Consequences James K. Peterson Department of Biological Sciences and Department of Mathematical Sciences Clemson University January 10, 2019

More information