= (aa + bb)e ax cos bx + ( ba + ab)e ax sin bx. + b2 One can similarly prove (ii).

Size: px
Start display at page:

Download "= (aa + bb)e ax cos bx + ( ba + ab)e ax sin bx. + b2 One can similarly prove (ii)."

Transcription

1 Example Prove the following by means of solving differential equations y (x) = e ax cos bx and u (x) = e ax sin bx: (i) e ax cos bx dx = eax (a cos bx + b sin bx) a 2 + b 2 + C, and (ii) e ax sin bx dx = eax (a sin bx b cos bx) a 2 + b 2 + C, where a 2 + b 2 = 0 Solution (i) The characteristic equation of homogeneous ODE y (x) = 0 is λ = 0, so y c (x) = Ce 0 x = C, for some constant C As a 2 + b 2 = 0, then (a, b) are non-zero vector in R 2, so it follows from the method of undetermined coefficients without modification, a particular solution is y p (x) = e ax (A cos bx + B sin bx) for some constants A and B 1e ax cos bx = y p(x) = ae ax (A cos bx + B sin bx) + e ax ( Ab sin bx + Bb cos bx) = (aa + bb)e ax cos bx + ( ba + ab)e ax sin bx { aa + bb = 1; Hence, ba + ab = 0, which gives A = a a 2 + b 2, and B = So, e ax a cos bx dx = y g (x) = a 2 cos bx + b + b2 One can similarly prove (ii) b a 2 + b 2 a 2 sin bx + C + b2

2 Ẹxample Find the general solution of y (x) y (x) y (x) + y(x) = 0 Solution Write down the characteristic equation λ 3 λ 2 λ + 1 = 0 by turning the order of derivative into power of λ, so 0 = λ 2 (λ 1) (λ 1) = (λ 2 1)(λ 1) = (λ 1) 2 (λ + 1), ie λ = 1, 1, 1 As λ = 1 is repeated, so the general solution of the original homogeneous ODE is y g (x) = Ae x + Be x + Cxe x = Ae x + (Cx + B)e x Remark If the real roots λ = α are repeated n times, then the general solution contains (A n 1 x n 1 + A n 2 x n 2 + A 1 x + A 0 )e αx, where A i are constants (0 i n 1) Ẹxample Find the general solution of y (4) (x) + 20y (x) + 64y(x) = 0 Solution The associated characteristic equation is 0 = λ λ = (λ )(λ 2 + 4), so the roots are λ = 2i, 2i and 4i, 4i Then the general solution of the original homogeneous ODE is y g (x) = A sin 2x + B cos 2x + C sin 4x + D cos 4x Remark The complex conjugate roots λ = α + iβ of char equation give e αx (A cos βx + B sin βx) in the general solution y g (x)

3 Example Find the solution of the equation 4y (x) + 16y (x) + 7y(x) = 0, with y(0) = 1 and y(π) = 0 Solution The associated characteristic equation is 0 = 4λ λ + 17 = (2λ + 4) 2 + 1, ie λ = 4± 1 2 = 2 ± 2 i It follows that the general solution is given by y(x) = e 2x ( A cos(x/2) + B sin(x/2) ) Then by plugging y(0) = 1 and y(π) = 0, we have 1 = y(0) = e 2 0 (A cos 0 + B sin 0) = A; 0 = y(π) = e 2 π (A cos(π/2) + B sin(π/2) = Be 2π ; (A, B) = (1, 0), ie the solution of the boundary value problem is y(x) = e 2t cos(x/2)

4 Ẹxample Find the general solution of x 2 y (x) 3xy (x) + 3y (x) = 0 Discussion First note that the given equation is homogeneous linear with variable coefficients, so the simple method of solving characteristic equation could not apply Though it is not in the Euler form yet, however one can rewrite the given ODE in the form of Euler s equation x n y (n) (x) + A n 1 x n y (n) (x) + A 1 xy (x) + A 0 y(x) = 0 by multiplying by x Solution After multiplying by x, we have x 3 y (x) 3x 2 y (x) + 3xy (x) = 0, and its associated modified characteristic equation 0 = m(m 1)(m 2) 3m(m 1) + 3m = m(m 2 3m + 2 3m + 3) = m(m 2 6m + 5) = m(m 1)(m 5) It follows that m = 0, 1, 5, so the general solution y g (x) of the original homogeneous ODE is y g (x) = Ax 0 + Bx 1 + Cx 5 = A + Bx + Cx 5

5 Ẹxample Find the general solution of y (x) 2y (x) y (x) + 2y(x) = 8x 3 Solution First note that the given equation is non-homogeneous linear Write down the characteristic equation 0 = λ 3 2λ 2 λ + 2 = λ 2 (λ 2) (λ 2) = (λ 2 1)(λ 2), so λ = 1, 1, 2 The general solution y c (x) of the associated homogeneous equation y (x) 2y (x) y (x) + 2y(x) = 0 is y c (x) = Ae 1 x + Be 1 x + Ce 2x = Ae x + Be x + Ce 2x This solution is called the complementary solution of original equation Next is to determine a particular solution y p (x), it follows from the method of undetermined coefficients (without modification) that it is given by y p (x) = Ex 3 + Fx 2 + Gx + H a polynomial of degree at most 3 Putting y p (x) into the original equation, we have 8x 3 = y p (x) 2y p (x) y p(x) + 2y p (x) = (6E) + 3(6Ex + 2F) (3Ex 2 + 2Fx + G) + 2(Ex 3 + Fx 2 + Gx + H) = 2Ex 3 + (2F 3E)x 2 + (2G 2F + 18E)x + (2H G + 6F + 6E), so E = 8 2 = 4, F = 3E 2 = 3 4 2F 18E = 6, G = = F 9E = 30, and 2 2 6E 6F + G H = = 3E 3F + G = = 45 (Next page) 2 2

6 Example Find a general solution of (D 4 1)y(x) = 30e 2x x 2, where D = dx d Solution Just like the previous example, the characteristic equation 0 = λ 4 1 = (λ 2 + 1)(λ 2 1) = (λ 2 + 1)(λ 1)(λ + 1), so (λ = 1, 1, i, and i So the complementary solution y c (x) = Ae x + Be x + E cos x + F sin x } {{ } λ=i, i It follows from the method of undetermined coefficients that a particular solution y p (x) = Gx 2 + Hx + J + Ke 2x, where G, H, J, K are some constants to be determined by the equation (D 4 1)y p (x) = 30e 2x x 2, ie x e 2x = (D 4 1)(Gx 2 + Hx + J + Ke 2x ) = (Gx 2 + Hx + J) + K(D 4 1)e 2x = Gx 2 Hx J + K(2 4 1)e 2x, so G = 1, H = 0, J = 0 and K = 30/15 = 2 Hence the general solution y g (x) = y p (x) + y c (x) = x 2 + 2e 2x + Ae x + Be x + E cos x + F sin x, where B, E and F are constants

7 Example Use the reduction of order to find the general solution of 2t 2 y (t) + ty (t) 3y(t) = 0 for t > 0, if y 1 (t) = t 1 is a solution Solution In order to apply the reduction of order, we first rewrite the given equation in the form y (t) + p(t)y (t) + q(t)y(t) = 0, ie y (t) + 1 2t y (t) 3 2t 2 y(t) = 0 Set y 2 (t) = v(t)y 1 (t), where v (t) = U(x) = exp( p(t) dt) y 1 (t) 2 = t 2 exp( dt 2t ) = t2 exp( ln t 2 ) = t2 1 2 = t 3/2 Then integrating, we have v(t) = v (t) dt = t 3/2 dt = 2t5/2 3, so y 2 (t) = v(t)y 1 (t) = t 1 2t5/2 3 = 2 3 t3/2 It follows that the general solution of original linear equation is At 1 + Bt 3/2 Solution II As the original equation is of Euler-Cauchy equation, its characteristic equation is 0 = 2m(m 1) + m 3 = 2m 2 m 3 = (2m 3)(m + 1) so m = 1 or 3/2 Hence, the general solution y g (t) = At 1 + Bt 3/2, where A and B are arbitrarily constant

8 Example Solve the initial value problem: x 2 y (x) + 3xy (x) + y(x) = 0, y(1) = 4, y (1) = 2 Solution This is Euler-Cauchy equation, and its characteristic equation 0 = m(m 1) + 3m + 1 = m 2 + 2m + 1 = (m + 1) 2, so m = 1, 1 (repeated root) Then the general solution of the homogeneous equation is y g (x) = x 1 (A ln x + B) (If you don t know what happen, read the lecture note) As the initial value conditions is at x = 1, so we only consider the interval x > 0, ie ln x = ln x we have 4 = y(1) = A + B, and 2 = y (1) = [ x 1 (A/x) x 2 (A ln x + B) ] = A B So A = 1 and x=1 B = 3 It follows that the solution of the IVP is y(x) = x 1 (3 + ln x), which is defined on (0, + )

9 Ẹxample Find the general solution of y 2y 9y + 18y = e 2x Solution This is non-homogeneous constant coefficient linear third order ODE, and its characteristic equation is 0 = λ 3 2λ 2 9λ + 18 = (λ 2 9)(λ 2) = (λ 3)(λ 2)(λ + 3), so λ = 3, 2, 3, so the complementary solution y c (x) = Ae 3x + Be 2x + Ce 3x In order to determine the particular solution y p (x), we observe that ( dx d 3)( dx d + 3)( dx d 2)(xe2x ) = ( dx d 3)( dx d + 3)(e2x ) = 5e 2x ( ), so y p (x) = xe 2x /5 Hence, the general solution is y c (x) + y p (x) = Ae 3x + Be 2x + Ce 3x xe 2x /5 Remark Though we are not using method of undetermined coefficients with modification, we choose the test function xe 2x in (*), which simplifies a lot of calculation

10 Ẹxample Find the general solution of y + 4y + 4y = e 2x 2 cos 2x Solution The characteristic equation of the non-homogeneous constant coefficient linear ODE is given by 0 = λ 2 + 4λ + 4 = (λ + 2) 2, so λ = 2, 2 with multiplicity = 2 So the complementary solution y c (x) = (Ax + B)e 2x As the ODE is non-homogeneous, one can apply the method of undetermined coefficients with modification to write down a particular solution y p (x) = Cx 2 e 2x + (D cos 2x + E sin 2x) Next we are going to determine the coefficients C, D and E in y p (Not finished yet!) It remains to determine the coefficients by subsitituing the y p in the original ODE So e 2x 2 cos 2x = y p + 4y p + 4y p = ( dx d + 2)2 (Cx 2 e 2x ) + ( dx d d dx )(D cos 2x + E sin 2x) = 2Ce 2x + 4 dx d (D cos 2x + E sin 2x) = 2Ce 2x + (2E cos 2x 2D sin 2x), ie (C, E, D) = (1/2, 1, 0) And y g (x) = (Ax + B)e 2x + x 2 e 2x /2 sin 2x Remark ( d dx λ)(xn e λx ) = nx n 1 e λx + λx n e λx λx n e λx = nx n 1 e λx, and so ( d dx λ)2 (x n e λx ) = ( d dx λ)(nxn 1 e λx ) = n(n 1)e λx for n 2

19.6. Finding a Particular Integral. Introduction. Prerequisites. Learning Outcomes. Learning Style

19.6. Finding a Particular Integral. Introduction. Prerequisites. Learning Outcomes. Learning Style Finding a Particular Integral 19.6 Introduction We stated in Block 19.5 that the general solution of an inhomogeneous equation is the sum of the complementary function and a particular integral. We have

More information

Nonhomogeneous Linear Equations

Nonhomogeneous Linear Equations Nonhomogeneous Linear Equations In this section we learn how to solve second-order nonhomogeneous linear differential equations with constant coefficients, that is, equations of the form ay by cy G x where

More information

1.5. Factorisation. Introduction. Prerequisites. Learning Outcomes. Learning Style

1.5. Factorisation. Introduction. Prerequisites. Learning Outcomes. Learning Style Factorisation 1.5 Introduction In Block 4 we showed the way in which brackets were removed from algebraic expressions. Factorisation, which can be considered as the reverse of this process, is dealt with

More information

A Brief Review of Elementary Ordinary Differential Equations

A Brief Review of Elementary Ordinary Differential Equations 1 A Brief Review of Elementary Ordinary Differential Equations At various points in the material we will be covering, we will need to recall and use material normally covered in an elementary course on

More information

Second-Order Linear Differential Equations

Second-Order Linear Differential Equations Second-Order Linear Differential Equations A second-order linear differential equation has the form 1 Px d 2 y dx 2 dy Qx dx Rxy Gx where P, Q, R, and G are continuous functions. We saw in Section 7.1

More information

General Theory of Differential Equations Sections 2.8, 3.1-3.2, 4.1

General Theory of Differential Equations Sections 2.8, 3.1-3.2, 4.1 A B I L E N E C H R I S T I A N U N I V E R S I T Y Department of Mathematics General Theory of Differential Equations Sections 2.8, 3.1-3.2, 4.1 Dr. John Ehrke Department of Mathematics Fall 2012 Questions

More information

SOLUTIONS. f x = 6x 2 6xy 24x, f y = 3x 2 6y. To find the critical points, we solve

SOLUTIONS. f x = 6x 2 6xy 24x, f y = 3x 2 6y. To find the critical points, we solve SOLUTIONS Problem. Find the critical points of the function f(x, y = 2x 3 3x 2 y 2x 2 3y 2 and determine their type i.e. local min/local max/saddle point. Are there any global min/max? Partial derivatives

More information

6.1 Add & Subtract Polynomial Expression & Functions

6.1 Add & Subtract Polynomial Expression & Functions 6.1 Add & Subtract Polynomial Expression & Functions Objectives 1. Know the meaning of the words term, monomial, binomial, trinomial, polynomial, degree, coefficient, like terms, polynomial funciton, quardrtic

More information

tegrals as General & Particular Solutions

tegrals as General & Particular Solutions tegrals as General & Particular Solutions dy dx = f(x) General Solution: y(x) = f(x) dx + C Particular Solution: dy dx = f(x), y(x 0) = y 0 Examples: 1) dy dx = (x 2)2 ;y(2) = 1; 2) dy ;y(0) = 0; 3) dx

More information

2 Integrating Both Sides

2 Integrating Both Sides 2 Integrating Both Sides So far, the only general method we have for solving differential equations involves equations of the form y = f(x), where f(x) is any function of x. The solution to such an equation

More information

Using a table of derivatives

Using a table of derivatives Using a table of derivatives In this unit we construct a Table of Derivatives of commonly occurring functions. This is done using the knowledge gained in previous units on differentiation from first principles.

More information

Separable First Order Differential Equations

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

More information

INTEGRATING FACTOR METHOD

INTEGRATING FACTOR METHOD Differential Equations INTEGRATING FACTOR METHOD Graham S McDonald A Tutorial Module for learning to solve 1st order linear differential equations Table of contents Begin Tutorial c 2004 g.s.mcdonald@salford.ac.uk

More information

Homework #2 Solutions

Homework #2 Solutions MAT Spring Problems Section.:, 8,, 4, 8 Section.5:,,, 4,, 6 Extra Problem # Homework # Solutions... Sketch likely solution curves through the given slope field for dy dx = x + y...8. Sketch likely solution

More information

SECOND-ORDER LINEAR DIFFERENTIAL EQUATIONS

SECOND-ORDER LINEAR DIFFERENTIAL EQUATIONS SECOND-ORDER LINEAR DIFFERENTIAL EQUATIONS A second-order linear differential equation has the form 1 Px d y dx dy Qx dx Rxy Gx where P, Q, R, and G are continuous functions. Equations of this type arise

More information

1. First-order Ordinary Differential Equations

1. First-order Ordinary Differential Equations Advanced Engineering Mathematics 1. First-order ODEs 1 1. First-order Ordinary Differential Equations 1.1 Basic concept and ideas 1.2 Geometrical meaning of direction fields 1.3 Separable differential

More information

u dx + y = 0 z x z x = x + y + 2 + 2 = 0 6) 2

u dx + y = 0 z x z x = x + y + 2 + 2 = 0 6) 2 DIFFERENTIAL EQUATIONS 6 Many physical problems, when formulated in mathematical forms, lead to differential equations. Differential equations enter naturally as models for many phenomena in economics,

More information

Integrals of Rational Functions

Integrals of Rational Functions Integrals of Rational Functions Scott R. Fulton Overview A rational function has the form where p and q are polynomials. For example, r(x) = p(x) q(x) f(x) = x2 3 x 4 + 3, g(t) = t6 + 4t 2 3, 7t 5 + 3t

More information

On closed-form solutions to a class of ordinary differential equations

On closed-form solutions to a class of ordinary differential equations International Journal of Advanced Mathematical Sciences, 2 (1 (2014 57-70 c Science Publishing Corporation www.sciencepubco.com/index.php/ijams doi: 10.14419/ijams.v2i1.1556 Research Paper On closed-form

More information

The Method of Partial Fractions Math 121 Calculus II Spring 2015

The Method of Partial Fractions Math 121 Calculus II Spring 2015 Rational functions. as The Method of Partial Fractions Math 11 Calculus II Spring 015 Recall that a rational function is a quotient of two polynomials such f(x) g(x) = 3x5 + x 3 + 16x x 60. The method

More information

1.7. Partial Fractions. 1.7.1. Rational Functions and Partial Fractions. A rational function is a quotient of two polynomials: R(x) = P (x) Q(x).

1.7. Partial Fractions. 1.7.1. Rational Functions and Partial Fractions. A rational function is a quotient of two polynomials: R(x) = P (x) Q(x). .7. PRTIL FRCTIONS 3.7. Partial Fractions.7.. Rational Functions and Partial Fractions. rational function is a quotient of two polynomials: R(x) = P (x) Q(x). Here we discuss how to integrate rational

More information

How To Solve A Linear Dierential Equation

How To Solve A Linear Dierential Equation Dierential Equations (part 2): Linear Dierential Equations (by Evan Dummit, 2012, v. 1.00) Contents 4 Linear Dierential Equations 1 4.1 Terminology.................................................. 1 4.2

More information

Homework # 3 Solutions

Homework # 3 Solutions Homework # 3 Solutions February, 200 Solution (2.3.5). Noting that and ( + 3 x) x 8 = + 3 x) by Equation (2.3.) x 8 x 8 = + 3 8 by Equations (2.3.7) and (2.3.0) =3 x 8 6x2 + x 3 ) = 2 + 6x 2 + x 3 x 8

More information

1 Lecture: Integration of rational functions by decomposition

1 Lecture: Integration of rational functions by decomposition Lecture: Integration of rational functions by decomposition into partial fractions Recognize and integrate basic rational functions, except when the denominator is a power of an irreducible quadratic.

More information

1.3 Polynomials and Factoring

1.3 Polynomials and Factoring 1.3 Polynomials and Factoring Polynomials Constant: a number, such as 5 or 27 Variable: a letter or symbol that represents a value. Term: a constant, variable, or the product or a constant and variable.

More information

Definitions 1. A factor of integer is an integer that will divide the given integer evenly (with no remainder).

Definitions 1. A factor of integer is an integer that will divide the given integer evenly (with no remainder). Math 50, Chapter 8 (Page 1 of 20) 8.1 Common Factors Definitions 1. A factor of integer is an integer that will divide the given integer evenly (with no remainder). Find all the factors of a. 44 b. 32

More information

Reducibility of Second Order Differential Operators with Rational Coefficients

Reducibility of Second Order Differential Operators with Rational Coefficients Reducibility of Second Order Differential Operators with Rational Coefficients Joseph Geisbauer University of Arkansas-Fort Smith Advisor: Dr. Jill Guerra May 10, 2007 1. INTRODUCTION In this paper we

More information

3. INNER PRODUCT SPACES

3. INNER PRODUCT SPACES . INNER PRODUCT SPACES.. Definition So far we have studied abstract vector spaces. These are a generalisation of the geometric spaces R and R. But these have more structure than just that of a vector space.

More information

Solutions to Linear First Order ODE s

Solutions to Linear First Order ODE s First Order Linear Equations In the previous session we learned that a first order linear inhomogeneous ODE for the unknown function x = x(t), has the standard form x + p(t)x = q(t) () (To be precise we

More information

Math 2280 - Assignment 6

Math 2280 - Assignment 6 Math 2280 - Assignment 6 Dylan Zwick Spring 2014 Section 3.8-1, 3, 5, 8, 13 Section 4.1-1, 2, 13, 15, 22 Section 4.2-1, 10, 19, 28 1 Section 3.8 - Endpoint Problems and Eigenvalues 3.8.1 For the eigenvalue

More information

Coffeyville Community College #MATH 202 COURSE SYLLABUS FOR DIFFERENTIAL EQUATIONS. Ryan Willis Instructor

Coffeyville Community College #MATH 202 COURSE SYLLABUS FOR DIFFERENTIAL EQUATIONS. Ryan Willis Instructor Coffeyville Community College #MATH 202 COURSE SYLLABUS FOR DIFFERENTIAL EQUATIONS Ryan Willis Instructor COURSE NUMBER: MATH 202 COURSE TITLE: Differential Equations CREDIT HOURS: 3 INSTRUCTOR: OFFICE

More information

1.4. Removing Brackets. Introduction. Prerequisites. Learning Outcomes. Learning Style

1.4. Removing Brackets. Introduction. Prerequisites. Learning Outcomes. Learning Style Removing Brackets 1. Introduction In order to simplify an expression which contains brackets it is often necessary to rewrite the expression in an equivalent form but without any brackets. This process

More information

So far, we have looked at homogeneous equations

So far, we have looked at homogeneous equations Chapter 3.6: equations Non-homogeneous So far, we have looked at homogeneous equations L[y] = y + p(t)y + q(t)y = 0. Homogeneous means that the right side is zero. Linear homogeneous equations satisfy

More information

Factoring Polynomials and Solving Quadratic Equations

Factoring Polynomials and Solving Quadratic Equations Factoring Polynomials and Solving Quadratic Equations Math Tutorial Lab Special Topic Factoring Factoring Binomials Remember that a binomial is just a polynomial with two terms. Some examples include 2x+3

More information

9. Particular Solutions of Non-homogeneous second order equations Undetermined Coefficients

9. Particular Solutions of Non-homogeneous second order equations Undetermined Coefficients September 29, 201 9-1 9. Particular Solutions of Non-homogeneous second order equations Undetermined Coefficients We have seen that in order to find the general solution to the second order differential

More information

Polynomials. Key Terms. quadratic equation parabola conjugates trinomial. polynomial coefficient degree monomial binomial GCF

Polynomials. Key Terms. quadratic equation parabola conjugates trinomial. polynomial coefficient degree monomial binomial GCF Polynomials 5 5.1 Addition and Subtraction of Polynomials and Polynomial Functions 5.2 Multiplication of Polynomials 5.3 Division of Polynomials Problem Recognition Exercises Operations on Polynomials

More information

Methods of Solution of Selected Differential Equations Carol A. Edwards Chandler-Gilbert Community College

Methods of Solution of Selected Differential Equations Carol A. Edwards Chandler-Gilbert Community College Methods of Solution of Selected Differential Equations Carol A. Edwards Chandler-Gilbert Community College Equations of Order One: Mdx + Ndy = 0 1. Separate variables. 2. M, N homogeneous of same degree:

More information

x(x + 5) x 2 25 (x + 5)(x 5) = x 6(x 4) x ( x 4) + 3

x(x + 5) x 2 25 (x + 5)(x 5) = x 6(x 4) x ( x 4) + 3 CORE 4 Summary Notes Rational Expressions Factorise all expressions where possible Cancel any factors common to the numerator and denominator x + 5x x(x + 5) x 5 (x + 5)(x 5) x x 5 To add or subtract -

More information

Solving DEs by Separation of Variables.

Solving DEs by Separation of Variables. Solving DEs by Separation of Variables. Introduction and procedure Separation of variables allows us to solve differential equations of the form The steps to solving such DEs are as follows: dx = gx).

More information

CHAPTER 2. Eigenvalue Problems (EVP s) for ODE s

CHAPTER 2. Eigenvalue Problems (EVP s) for ODE s A SERIES OF CLASS NOTES FOR 005-006 TO INTRODUCE LINEAR AND NONLINEAR PROBLEMS TO ENGINEERS, SCIENTISTS, AND APPLIED MATHEMATICIANS DE CLASS NOTES 4 A COLLECTION OF HANDOUTS ON PARTIAL DIFFERENTIAL EQUATIONS

More information

The Greatest Common Factor; Factoring by Grouping

The Greatest Common Factor; Factoring by Grouping 296 CHAPTER 5 Factoring and Applications 5.1 The Greatest Common Factor; Factoring by Grouping OBJECTIVES 1 Find the greatest common factor of a list of terms. 2 Factor out the greatest common factor.

More information

~ EQUIVALENT FORMS ~

~ EQUIVALENT FORMS ~ ~ EQUIVALENT FORMS ~ Critical to understanding mathematics is the concept of equivalent forms. Equivalent forms are used throughout this course. Throughout mathematics one encounters equivalent forms of

More information

College Algebra - MAT 161 Page: 1 Copyright 2009 Killoran

College Algebra - MAT 161 Page: 1 Copyright 2009 Killoran College Algebra - MAT 6 Page: Copyright 2009 Killoran Zeros and Roots of Polynomial Functions Finding a Root (zero or x-intercept) of a polynomial is identical to the process of factoring a polynomial.

More information

r (t) = 2r(t) + sin t θ (t) = r(t) θ(t) + 1 = 1 1 θ(t) 1 9.4.4 Write the given system in matrix form x = Ax + f ( ) sin(t) x y 1 0 5 z = dy cos(t)

r (t) = 2r(t) + sin t θ (t) = r(t) θ(t) + 1 = 1 1 θ(t) 1 9.4.4 Write the given system in matrix form x = Ax + f ( ) sin(t) x y 1 0 5 z = dy cos(t) Solutions HW 9.4.2 Write the given system in matrix form x = Ax + f r (t) = 2r(t) + sin t θ (t) = r(t) θ(t) + We write this as ( ) r (t) θ (t) = ( ) ( ) 2 r(t) θ(t) + ( ) sin(t) 9.4.4 Write the given system

More information

System of First Order Differential Equations

System of First Order Differential Equations CHAPTER System of First Order Differential Equations In this chapter, we will discuss system of first order differential equations. There are many applications that involving find several unknown functions

More information

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

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

More information

G.A. Pavliotis. Department of Mathematics. Imperial College London

G.A. Pavliotis. Department of Mathematics. Imperial College London EE1 MATHEMATICS NUMERICAL METHODS G.A. Pavliotis Department of Mathematics Imperial College London 1. Numerical solution of nonlinear equations (iterative processes). 2. Numerical evaluation of integrals.

More information

Limits and Continuity

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

More information

Find all of the real numbers x that satisfy the algebraic equation:

Find all of the real numbers x that satisfy the algebraic equation: Appendix C: Factoring Algebraic Expressions Factoring algebraic equations is the reverse of expanding algebraic expressions discussed in Appendix B. Factoring algebraic equations can be a great help when

More information

The Mean Value Theorem

The Mean Value Theorem The Mean Value Theorem THEOREM (The Extreme Value Theorem): If f is continuous on a closed interval [a, b], then f attains an absolute maximum value f(c) and an absolute minimum value f(d) at some numbers

More information

a 1 x + a 0 =0. (3) ax 2 + bx + c =0. (4)

a 1 x + a 0 =0. (3) ax 2 + bx + c =0. (4) ROOTS OF POLYNOMIAL EQUATIONS In this unit we discuss polynomial equations. A polynomial in x of degree n, where n 0 is an integer, is an expression of the form P n (x) =a n x n + a n 1 x n 1 + + a 1 x

More information

L 2 : x = s + 1, y = s, z = 4s + 4. 3. Suppose that C has coordinates (x, y, z). Then from the vector equality AC = BD, one has

L 2 : x = s + 1, y = s, z = 4s + 4. 3. Suppose that C has coordinates (x, y, z). Then from the vector equality AC = BD, one has The line L through the points A and B is parallel to the vector AB = 3, 2, and has parametric equations x = 3t + 2, y = 2t +, z = t Therefore, the intersection point of the line with the plane should satisfy:

More information

1.3 Algebraic Expressions

1.3 Algebraic Expressions 1.3 Algebraic Expressions A polynomial is an expression of the form: a n x n + a n 1 x n 1 +... + a 2 x 2 + a 1 x + a 0 The numbers a 1, a 2,..., a n are called coefficients. Each of the separate parts,

More information

MATH 425, PRACTICE FINAL EXAM SOLUTIONS.

MATH 425, PRACTICE FINAL EXAM SOLUTIONS. MATH 45, PRACTICE FINAL EXAM SOLUTIONS. Exercise. a Is the operator L defined on smooth functions of x, y by L u := u xx + cosu linear? b Does the answer change if we replace the operator L by the operator

More information

Review Solutions MAT V1102. 1. (a) If u = 4 x, then du = dx. Hence, substitution implies 1. dx = du = 2 u + C = 2 4 x + C.

Review Solutions MAT V1102. 1. (a) If u = 4 x, then du = dx. Hence, substitution implies 1. dx = du = 2 u + C = 2 4 x + C. Review Solutions MAT V. (a) If u 4 x, then du dx. Hence, substitution implies dx du u + C 4 x + C. 4 x u (b) If u e t + e t, then du (e t e t )dt. Thus, by substitution, we have e t e t dt e t + e t u

More information

PUTNAM TRAINING POLYNOMIALS. Exercises 1. Find a polynomial with integral coefficients whose zeros include 2 + 5.

PUTNAM TRAINING POLYNOMIALS. Exercises 1. Find a polynomial with integral coefficients whose zeros include 2 + 5. PUTNAM TRAINING POLYNOMIALS (Last updated: November 17, 2015) Remark. This is a list of exercises on polynomials. Miguel A. Lerma Exercises 1. Find a polynomial with integral coefficients whose zeros include

More information

1 if 1 x 0 1 if 0 x 1

1 if 1 x 0 1 if 0 x 1 Chapter 3 Continuity In this chapter we begin by defining the fundamental notion of continuity for real valued functions of a single real variable. When trying to decide whether a given function is or

More information

(a) We have x = 3 + 2t, y = 2 t, z = 6 so solving for t we get the symmetric equations. x 3 2. = 2 y, z = 6. t 2 2t + 1 = 0,

(a) We have x = 3 + 2t, y = 2 t, z = 6 so solving for t we get the symmetric equations. x 3 2. = 2 y, z = 6. t 2 2t + 1 = 0, Name: Solutions to Practice Final. Consider the line r(t) = 3 + t, t, 6. (a) Find symmetric equations for this line. (b) Find the point where the first line r(t) intersects the surface z = x + y. (a) We

More information

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

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

More information

Partial Fractions: Undetermined Coefficients

Partial Fractions: Undetermined Coefficients 1. Introduction Partial Fractions: Undetermined Coefficients Not every F(s) we encounter is in the Laplace table. Partial fractions is a method for re-writing F(s) in a form suitable for the use of the

More information

Math 22B, Homework #8 1. y 5y + 6y = 2e t

Math 22B, Homework #8 1. y 5y + 6y = 2e t Math 22B, Homework #8 3.7 Problem # We find a particular olution of the ODE y 5y + 6y 2e t uing the method of variation of parameter and then verify the olution uing the method of undetermined coefficient.

More information

Section 6.1 Factoring Expressions

Section 6.1 Factoring Expressions Section 6.1 Factoring Expressions The first method we will discuss, in solving polynomial equations, is the method of FACTORING. Before we jump into this process, you need to have some concept of what

More information

Partial Fractions Examples

Partial Fractions Examples Partial Fractions Examples Partial fractions is the name given to a technique of integration that may be used to integrate any ratio of polynomials. A ratio of polynomials is called a rational function.

More information

Inner Product Spaces

Inner Product Spaces Math 571 Inner Product Spaces 1. Preliminaries An inner product space is a vector space V along with a function, called an inner product which associates each pair of vectors u, v with a scalar u, v, and

More information

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

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

More information

Chapter 7 - Roots, Radicals, and Complex Numbers

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

More information

Second Order Linear Nonhomogeneous Differential Equations; Method of Undetermined Coefficients. y + p(t) y + q(t) y = g(t), g(t) 0.

Second Order Linear Nonhomogeneous Differential Equations; Method of Undetermined Coefficients. y + p(t) y + q(t) y = g(t), g(t) 0. Second Order Linear Nonhomogeneous Differential Equations; Method of Undetermined Coefficients We will now turn our attention to nonhomogeneous second order linear equations, equations with the standard

More information

Math 432 HW 2.5 Solutions

Math 432 HW 2.5 Solutions Math 432 HW 2.5 Solutions Assigned: 1-10, 12, 13, and 14. Selected for Grading: 1 (for five points), 6 (also for five), 9, 12 Solutions: 1. (2y 3 + 2y 2 ) dx + (3y 2 x + 2xy) dy = 0. M/ y = 6y 2 + 4y N/

More information

November 16, 2015. Interpolation, Extrapolation & Polynomial Approximation

November 16, 2015. Interpolation, Extrapolation & Polynomial Approximation Interpolation, Extrapolation & Polynomial Approximation November 16, 2015 Introduction In many cases we know the values of a function f (x) at a set of points x 1, x 2,..., x N, but we don t have the analytic

More information

Approximating functions by Taylor Polynomials.

Approximating functions by Taylor Polynomials. Chapter 4 Approximating functions by Taylor Polynomials. 4.1 Linear Approximations We have already seen how to approximate a function using its tangent line. This was the key idea in Euler s method. If

More information

MATH PROBLEMS, WITH SOLUTIONS

MATH PROBLEMS, WITH SOLUTIONS MATH PROBLEMS, WITH SOLUTIONS OVIDIU MUNTEANU These are free online notes that I wrote to assist students that wish to test their math skills with some problems that go beyond the usual curriculum. These

More information

Lectures 5-6: Taylor Series

Lectures 5-6: Taylor Series Math 1d Instructor: Padraic Bartlett Lectures 5-: Taylor Series Weeks 5- Caltech 213 1 Taylor Polynomials and Series As we saw in week 4, power series are remarkably nice objects to work with. In particular,

More information

Solving Cubic Polynomials

Solving Cubic Polynomials Solving Cubic Polynomials 1.1 The general solution to the quadratic equation There are four steps to finding the zeroes of a quadratic polynomial. 1. First divide by the leading term, making the polynomial

More information

1 Review of Newton Polynomials

1 Review of Newton Polynomials cs: introduction to numerical analysis 0/0/0 Lecture 8: Polynomial Interpolation: Using Newton Polynomials and Error Analysis Instructor: Professor Amos Ron Scribes: Giordano Fusco, Mark Cowlishaw, Nathanael

More information

LINEAR ALGEBRA W W L CHEN

LINEAR ALGEBRA W W L CHEN LINEAR ALGEBRA W W L CHEN c W W L Chen, 1997, 2008 This chapter is available free to all individuals, on understanding that it is not to be used for financial gain, and may be downloaded and/or photocopied,

More information

Student name: Earlham College. Fall 2011 December 15, 2011

Student name: Earlham College. Fall 2011 December 15, 2011 Student name: Earlham College MATH 320: Differential Equations Final exam - In class part Fall 2011 December 15, 2011 Instructions: This is a regular closed-book test, and is to be taken without the use

More information

LINEAR MAPS, THE TOTAL DERIVATIVE AND THE CHAIN RULE. Contents

LINEAR MAPS, THE TOTAL DERIVATIVE AND THE CHAIN RULE. Contents LINEAR MAPS, THE TOTAL DERIVATIVE AND THE CHAIN RULE ROBERT LIPSHITZ Abstract We will discuss the notion of linear maps and introduce the total derivative of a function f : R n R m as a linear map We will

More information

4.3 Lagrange Approximation

4.3 Lagrange Approximation 206 CHAP. 4 INTERPOLATION AND POLYNOMIAL APPROXIMATION Lagrange Polynomial Approximation 4.3 Lagrange Approximation Interpolation means to estimate a missing function value by taking a weighted average

More information

Calculus. Contents. Paul Sutcliffe. Office: CM212a.

Calculus. Contents. Paul Sutcliffe. Office: CM212a. Calculus Paul Sutcliffe Office: CM212a. www.maths.dur.ac.uk/~dma0pms/calc/calc.html Books One and several variables calculus, Salas, Hille & Etgen. Calculus, Spivak. Mathematical methods in the physical

More information

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

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

More information

Partial Fractions. (x 1)(x 2 + 1)

Partial Fractions. (x 1)(x 2 + 1) Partial Fractions Adding rational functions involves finding a common denominator, rewriting each fraction so that it has that denominator, then adding. For example, 3x x 1 3x(x 1) (x + 1)(x 1) + 1(x +

More information

The Method of Least Squares. Lectures INF2320 p. 1/80

The Method of Least Squares. Lectures INF2320 p. 1/80 The Method of Least Squares Lectures INF2320 p. 1/80 Lectures INF2320 p. 2/80 The method of least squares We study the following problem: Given n points (t i,y i ) for i = 1,...,n in the (t,y)-plane. How

More information

How To Understand The Theory Of Algebraic Functions

How To Understand The Theory Of Algebraic Functions Homework 4 3.4,. Show that x x cos x x holds for x 0. Solution: Since cos x, multiply all three parts by x > 0, we get: x x cos x x, and since x 0 x x 0 ( x ) = 0, then by Sandwich theorem, we get: x 0

More information

AP Calculus BC Exam. The Calculus BC Exam. At a Glance. Section I. SECTION I: Multiple-Choice Questions. Instructions. About Guessing.

AP Calculus BC Exam. The Calculus BC Exam. At a Glance. Section I. SECTION I: Multiple-Choice Questions. Instructions. About Guessing. The Calculus BC Exam AP Calculus BC Exam SECTION I: Multiple-Choice Questions At a Glance Total Time 1 hour, 45 minutes Number of Questions 45 Percent of Total Grade 50% Writing Instrument Pencil required

More information

MATH 381 HOMEWORK 2 SOLUTIONS

MATH 381 HOMEWORK 2 SOLUTIONS MATH 38 HOMEWORK SOLUTIONS Question (p.86 #8). If g(x)[e y e y ] is harmonic, g() =,g () =, find g(x). Let f(x, y) = g(x)[e y e y ].Then Since f(x, y) is harmonic, f + f = and we require x y f x = g (x)[e

More information

Homework #1 Solutions

Homework #1 Solutions MAT 303 Spring 203 Homework # Solutions Problems Section.:, 4, 6, 34, 40 Section.2:, 4, 8, 30, 42 Section.4:, 2, 3, 4, 8, 22, 24, 46... Verify that y = x 3 + 7 is a solution to y = 3x 2. Solution: From

More information

Class Meeting # 1: Introduction to PDEs

Class Meeting # 1: Introduction to PDEs MATH 18.152 COURSE NOTES - CLASS MEETING # 1 18.152 Introduction to PDEs, Fall 2011 Professor: Jared Speck Class Meeting # 1: Introduction to PDEs 1. What is a PDE? We will be studying functions u = u(x

More information

Techniques of Integration

Techniques of Integration CHPTER 7 Techniques of Integration 7.. Substitution Integration, unlike differentiation, is more of an art-form than a collection of algorithms. Many problems in applied mathematics involve the integration

More information

Integration by substitution

Integration by substitution Integration by substitution There are occasions when it is possible to perform an apparently difficult piece of integration by first making a substitution. This has the effect of changing the variable

More information

WARM UP EXERCSE. 2-1 Polynomials and Rational Functions

WARM UP EXERCSE. 2-1 Polynomials and Rational Functions WARM UP EXERCSE Roots, zeros, and x-intercepts. x 2! 25 x 2 + 25 x 3! 25x polynomial, f (a) = 0! (x - a)g(x) 1 2-1 Polynomials and Rational Functions Students will learn about: Polynomial functions Behavior

More information

Notes and questions to aid A-level Mathematics revision

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

More information

Don't Forget the Differential Equations: Finishing 2005 BC4

Don't Forget the Differential Equations: Finishing 2005 BC4 connect to college success Don't Forget the Differential Equations: Finishing 005 BC4 Steve Greenfield available on apcentral.collegeboard.com connect to college success www.collegeboard.com The College

More information

1 3 4 = 8i + 20j 13k. x + w. y + w

1 3 4 = 8i + 20j 13k. x + w. y + w ) Find the point of intersection of the lines x = t +, y = 3t + 4, z = 4t + 5, and x = 6s + 3, y = 5s +, z = 4s + 9, and then find the plane containing these two lines. Solution. Solve the system of equations

More information

2.3. Finding polynomial functions. An Introduction:

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

More information

x 2 y 2 +3xy ] = d dx dx [10y] dy dx = 2xy2 +3y

x 2 y 2 +3xy ] = d dx dx [10y] dy dx = 2xy2 +3y MA7 - Calculus I for thelife Sciences Final Exam Solutions Spring -May-. Consider the function defined implicitly near (,) byx y +xy =y. (a) [7 points] Use implicit differentiation to find the derivative

More information

Sample Problems. Practice Problems

Sample Problems. Practice Problems Lecture Notes Partial Fractions page Sample Problems Compute each of the following integrals.. x dx. x + x (x + ) (x ) (x ) dx 8. x x dx... x (x + ) (x + ) dx x + x x dx x + x x + 6x x dx + x 6. 7. x (x

More information

MATH 304 Linear Algebra Lecture 9: Subspaces of vector spaces (continued). Span. Spanning set.

MATH 304 Linear Algebra Lecture 9: Subspaces of vector spaces (continued). Span. Spanning set. MATH 304 Linear Algebra Lecture 9: Subspaces of vector spaces (continued). Span. Spanning set. Vector space A vector space is a set V equipped with two operations, addition V V (x,y) x + y V and scalar

More information

Introduction to Algebraic Geometry. Bézout s Theorem and Inflection Points

Introduction to Algebraic Geometry. Bézout s Theorem and Inflection Points Introduction to Algebraic Geometry Bézout s Theorem and Inflection Points 1. The resultant. Let K be a field. Then the polynomial ring K[x] is a unique factorisation domain (UFD). Another example of a

More information

LS.6 Solution Matrices

LS.6 Solution Matrices LS.6 Solution Matrices In the literature, solutions to linear systems often are expressed using square matrices rather than vectors. You need to get used to the terminology. As before, we state the definitions

More information

Calculus 1: Sample Questions, Final Exam, Solutions

Calculus 1: Sample Questions, Final Exam, Solutions Calculus : Sample Questions, Final Exam, Solutions. Short answer. Put your answer in the blank. NO PARTIAL CREDIT! (a) (b) (c) (d) (e) e 3 e Evaluate dx. Your answer should be in the x form of an integer.

More information