Lecture 4b. Bessel functions. Introduction. Generalized factorial function. 4b.1. Using integration by parts it is easy to show that

Size: px
Start display at page:

Download "Lecture 4b. Bessel functions. Introduction. Generalized factorial function. 4b.1. Using integration by parts it is easy to show that"

Transcription

1 4b. Lecture 4b Using integration by parts it is easy to show that Bessel functions Introduction In the previous lecture the separation of variables method led to Bessel's equation y' ' y ' 2 y= () 2 Here we use instead of m to emphasize the complete generality of the separation constant (arbitrary comple number). Our goal in this lecture is to obtain the general solution of this equation. The resulting Bessel functions are among the most commonly encountered so-called special functions. They naturally arise in problems in cylindrical coordinates so are sometimes called cylinder functions. However, we will see that they also come up in spherical coordinates other applications. Before attempting a rigorous solution, let's eamine the qualitative behavior of the solutions to this equation. When gets very large 2 / 2 so the functions will approimately satisfy y ' ' y ' y= (2) This is independent of the parameter. Moreover if we neglect the y ' / term (not rigorously valid, but we are just getting a feel ) we have y ' ' y =. The solutions to this are simply cos, sin. It appears that as the solutions for any value of will oscillate like some combination of cos,sin. On the other h, when gets very small 2 / 2 2 / 2 the functions will approimately satisfy y ' ' y ' 2 2 y = (3) The solutions to this are y=, when y=, ln when =. So when it appears that one solution will go to zero as while the other will blow up like. For the special case =, one solution will approach a constant value while the other will blow up like ln. Generalized factorial function In developing our solutions we will need the generalized factorial function. This is! = t e t dt (4) Figure : Eample solutions to Bessel's equation. Thick (red) curves have =. Thin (blue) curves have =.5. Solid curves display behavior at while dotted curves display behavior. Since we have!=! (5) e t dt ==! (6) m!= t m e t dt (7) for m=,,2, where m!=m m m 2 is the regular integer factorial. Alternately we can use the gamma function write where! = (8) = t e t dt (9) Most math packages will evaluate either the generalized factorial (e.g., Maima) or the gamma function (e.g., Scilab). The generalized factorial function is well-defined for all real numbers ecept the negative integers where it blows up. Indeed! =!= () implies! =. Then! = 2! etc. require that m!=± for m=,2,. A plot of the factorial function is given in the following figure. A useful value in some applications is / 2!=/2. An approimation valid for large values is the Stirling formula!~2 /2 e () EE58: Advanced Electromagnetic Theory I Scott Hudson

2 4b.2 For 8 this is good to within %. r=± (8) This will give us two solutions with the behavior y=, that we would epect from our initial analysis. If = 2 is not an integer, then these are guaranteed to be linearly independent. That is, should not be integer or half integer. (More on this later.) The coefficient of the r term is [ r 2 2 ] a = (9) Ecept for the special case r 2 = r 2 which requires r= / 2 (more on that later) we must have a = (2) The coefficient of the r n term is Figure 2: Generalized factorial function! Bessel functions of the st kind Now let's solve the Bessel equation (). The functions p =/ q = 2 / 2 are singular at = but p, 2 q are analytic, so we need to use the Frobenious method. We look for solutions of the form y = r a n n = a n rn (2) where by assumption a. It is convenient to multiply () through by 2 to obtain Substituting the series 2 y ' ' y' 2 2 y= (3) y ' = r na n r n n = (4) y' ' = rnrn a n r n 2 into the differential equation we obtain Since [rnrn a n r na n 2 a n ] r n a n rn 2 = (5) rn r n rn 2 = r n 2 2 (6) we can write this as The coefficient of the r This requires [r n 2 2 ]a n rn a n 2 rn = (7) n =2 term is r 2 2 a = This requires [ n± 2 2 ] a n a n 2 = (2) a n 2 a n = n± 2 2 (22) We see that a =a 3 = a 5 = = so all odd-numbered coefficients are zero. Since n± 2 2 =n 2 ± 2n =n n± 2 (23) if we call n=2 k we can write a 2k 2 a 2k = 4 kk ± (24) for our coefficient recursion. Of the two solutions r=± let's start with r=. The first coefficient is arbitrary. Let's take then, since we will have Our solution is therefore a = 2! a 2 = 2! 4 a 4 = 2! = =2!! 2= 2! (25) (26) (27) a 2k = k (28) k! k! 2 2 2k EE58: Advanced Electromagnetic Theory I Scott Hudson

3 J = 2 k= k k!k! 2 (29) We call this the Bessel function of the first kind of order. The process with r= results in J = 2 k = k k!k! 2 Provided is not an integer, a general solution of () is (3) y =a J b J (3) (We'll see below that half-integer values present no problem.) Since [ k!k! 2 2 k ][ k!k! 2 ] (32) /2 2 = k k as k for any fied, we have that by the ratio test our series solution converges for all values of. Bessel functions of the second kind In the Frobenius method, if the two r values differ by an integer then our second solution may not be linearly independent. If r==m for non-negative integer m then one solution is J m = 2m k = Our other solution is (formally) J m = 2 m k = k!km! k 2 k!k m! k 2 (33) (34) However k m will take on negative integer values when k m. Since k m! = in those cases the corresponding terms will vanish. We are left with J m = 2 m k=m k k! k m! 2 Calling k =nm we can write this as J m = 2 m nm!n!2 2n2m n!nm! n 2 = m 2m = m J m 2n (35) (36) Therefore J m is clearly not linearly independent of J m we need to find another solution for the integerorder case. Following the Frobenius method, the second solution will have the form 4b.3 Y m =ln J m m b k k (37) k = Writing this as Y m =ln J m u plugging it into the differential equation results in 2 Y m ' ' Y m ' 2 m 2 Y m = (38) 2 u' ' u' 2 m 2 u= 2 J m ' (39) for the inhomogeneous differential equation satisfied by u= m b k k (4) k = We can put this series into the LODE solve for the coefficients b k obtain the second solution for the integerorder case. However, it is awkward to use J, J as solutions for not an integer then have to switch to J m,y m for an integer. A way around this is to use the Bessel function of the first kind, J, as one solution then to define the Bessel function of the second kind as Y J cos J sin (4) for any value of. If is not an integer then this is simply a linear combination of J, J, so it solves the Bessel equation is linearly independent of J. For an integer it becomes Y m = J m m J m = sinm (42) so we need to take the limit. We can do using L'Hospital's rule. We obtain [ [ J cos J ] ] Y m =lim m sin (43) =lim m J m J Since J contains a factor of / = ln we see that Y m will contain the ln behavior that we would get by using the Frobenious method. Taking derivatives with respect to of the J, J series is complicated, but doable. Following through with the calculation one obtains EE58: Advanced Electromagnetic Theory I Scott Hudson

4 4b.4 Y m = 2 ln 2 J m 2 m k = 2m k= m m k! where h =, h k = 2 3 k Euler's constant. k! 2 2k k k!km! h kh k m Fourier series integral forms 2 (44) =.5772 is Bessel functions also arise in certain Fourier series, this leads to useful integral forms for the functions. Consider the function cos sin which comes up in some antenna problems, among others places. Applying the Taylor series for cos to this function we have sin 2 sin 4 sin 6 cos sin = (45) 2! 4! 6! Now sin 2 = cos 2 2 sin 4 3 4cos 2 cos 4 = 8 sin 6 5 cos 2 6 cos 4 cos 6 = 32 (46) so on. Collecting all terms with the same dependence we obtain cos sin=[ 2 2 2! ! ! ] cos 2[ 2 2 2! ! cos 4[ 8 4 4! ! ] 6! ] (47) This is a Fourier series for cos sin. The coefficients are functions of which correspond to the power series of various Bessel functions as can be verified by comparing with (33) cos sin = J 2 J 2 cos 2 2 J 4 cos4 (48) Likewise, one finds sin sin =2 J sin 2 J 3 sin 3 (49) Applying the normal method of calculating Fourier coefficients we can therefore write 2 Finally, since cos sin cos m d ={ J m m even m odd 2 sin sin sinm d ={ J m m even m odd (5) (5) cos sin cos msin sin sin m=cos sin m (52) we have the integral form of J m Equivalent forms are J m = 2 cos sin m d (53) J m = cos sin m d (54) J m = e j sin m d (55) 2 These are valid only for non-negative integer values m. Using comple contour integration more general integral forms can be found (see the Carrier reference for details). For arbitrary one finds J = cos sin d sin e sinh d Y = sin sin d e e cos e sinh d (56) (57) Note that the first of these reduces to our result for =m an integer. Asymptotic behavior Asymptotic behavior in the limits, is important in many applications. The forms follow directly by taking the first terms of the series solutions. We have J ~ J ~! 2 with = Y ~ 2 2 ln Y ~! 2 (58) EE58: Advanced Electromagnetic Theory I Scott Hudson

5 4b.5 Now let's treat the limit. It's instructive to begin by considering the substitution y=u/ as it transforms () into u' ' 2 /4 u= (59) 2 When =/2 this becomes simply u ' 'u= which has solutions sin, cos. So for =/2 Bessel's equation is eactly solved by sin / cos /. Multiplying by constants to get the behavior of (58) we obtain J /2 = 2 sin Y /2 = 2 cos (6) Keep in mind that these are not asymptotic epressions, they are eact for all. We see that at least some of the Bessel functions are quite simple! Similarly one can show that J /2 = Y /2 Y /2 =J / 2. For arbitrary values of "asymptotic analysis" provides the asymptotic forms (see Carrier for details) J ~ 2 Y ~ 2 cos [2 ] 4 sin [2 ] 4 (6) Unlike the =/2 case, these are in general only valid for. Recursion derivative formulas An interesting result can be obtained by considering the sum J J Using (29) the 2k term of this function will be 2 k k!k! 2 2 k!k! 2 2 2k k [ k k ] k!k! = 2 2 = k k k!k! (62) This is just 2 / times a term from the J series. We therefore have J J = 2 J (63) An almost identical process shows that J J =2 J ' (64) Using these the definition of Y one can show that Y satisfies the same relations. So, with B representing either J or Y, or indeed any linear combination of these, we have B = 2 B B (65) B ' = 2 [ B B ] (66) The recursion (65) is very useful. For eample, if are able to calculate just J J then we can use (65) to calculate J 2, J 3, directly from J J without having to use series solutions for all of them. The derivative relation (66) is quite useful because Bessel functions derivatives arise in many applications. This allows us to calculate those directly from the Bessel functions. Half-integer-order Bessel functions Starting with J /2 = 2 cos J / 2 = 2 sin (67) we can use (65) to obtain J m /2 for any integer m. For eample J 3/2 = 2/2 J /2 J / 2 = 2 sin cos [ ] so on. From the definition of Y Y m /2 = J m /2 cosm/2 J m /2 sinm/2 = m J m /2 (68) (69) We see that the half-integer Bessel functions are actually just finite sums of elementary functions. These functions naturally arise in spherical coordinates, we will call something closely related to them spherical Bessel functions. Wronskian In Bessel's equation p =/. Therefore the formula for the Wronskian, equation (23) of Lecture c, is W =W e dt t =W (7) EE58: Advanced Electromagnetic Theory I Scott Hudson

6 4b.6 So the Wronskian behaves as a constant times the inverse of. Since this is true for all, we can consider use the small-argument asymptotic forms Therefore J Y ' J ' Y ~! 2! = ! 2! J Y ' J ' Y = 2 for all. This is useful in some applications. Hankel functions 2 (7) (72) The asymptotic forms of the Bessel functions Euler's formula cos j sin=e j suggest that combinations of the form J ± j Y might be useful. We are led to define the Hankel functions of the st 2 nd kind as H =J jy H 2 =J j Y (73) so the st 2 nd kind of Bessel functions can be written as linear combinations of the Hankel functions. A general solution to Bessel's equation can be formed from a linear combination of any two of the four functions J,Y, H, H 2. Note that for real non-negative, of these four functions only J is finite at =. The other three functions have a singularity there. So if we seek a solution that is finite everywhere, it must be use only J. References. Lebedev, N. N. Special Functions Their Applications. Dover Publications 972. ISBN Carrier, G. F., M. Krook C. E. Pearson. Functions of a Comple Variable. Hod Books 983. ISBN Bowman, F., Introduction to Bessel Functions. Dover Publications 958. ISBN Their asymptotic forms follow from (6) H ~ j 2 2 H 2 ~ j 2 2 Here we've used e j e j (74) e j m 2 2 = j m 2 (75) These are useful, particularly in scattering radiation problems, because they correspond to cylindrical waves. For eample H 2 ~ j 2 2 e j (76) represents a wave that travels radially outward from the z ais toward =. Since the Hankel function are linear combinations of solutions to Bessel's equation they are solutions to Bessel's equation. If are real then J,Y are real. In this case H, H 2 are comple conjugates of each other. Also, we have H H 2 = 2 J H H 2 = j 2Y (77) EE58: Advanced Electromagnetic Theory I Scott Hudson

1 Solutions in cylindrical coordinates: Bessel functions

1 Solutions in cylindrical coordinates: Bessel functions 1 Solutions in cylindrical coordinates: Bessel functions 1.1 Bessel functions Bessel functions arise as solutions of potential problems in cylindrical coordinates. Laplace s equation in cylindrical coordinates

More information

MATH 116, LECTURES 10 & 11: Limits

MATH 116, LECTURES 10 & 11: Limits MATH 6, LECTURES 0 & : Limits Limits In application, we often deal with quantities which are close to other quantities but which cannot be defined eactly. Consider the problem of how a car s speedometer

More information

Bessel function - Wikipedia, the free encyclopedia

Bessel function - Wikipedia, the free encyclopedia Bessel function - Wikipedia, the free encyclopedia Bessel function Page 1 of 9 From Wikipedia, the free encyclopedia In mathematics, Bessel functions, first defined by the mathematician Daniel Bernoulli

More information

Lecture 21 Power Series Method at Singular Points Frobenius Theory

Lecture 21 Power Series Method at Singular Points Frobenius Theory Lecture 1 Power Series Method at Singular Points Frobenius Theory 10/8/011 Review. The usual power series method, that is setting y = a n 0 ) n, breaks down if 0 is a singular point. Here breaks down means

More information

Survival Guide to Bessel Functions

Survival Guide to Bessel Functions Survival Guide to Bessel Functions December, 13 1 The Problem (Original by Mike Herman; edits and additions by Paul A.) For cylindrical boundary conditions, Laplace s equation is: [ 1 s Φ ] + 1 Φ s s s

More information

y + α x s y + β x t y = 0,

y + α x s y + β x t y = 0, 80 Chapter 5. Series Solutions of Second Order Linear Equations. Consider the differential equation y + α s y + β t y = 0, (i) where α = 0andβ = 0 are real numbers, and s and t are positive integers that

More information

7.3 Singular points and the method of Frobenius

7.3 Singular points and the method of Frobenius 284 CHAPTER 7. POWER SERIES METHODS 7.3 Singular points and the method of Frobenius Note: or.5 lectures, 8.4 and 8.5 in [EP], 5.4 5.7 in [BD] While behaviour of ODEs at singular points is more complicated,

More information

Physics 6303 Lecture 11 September 24, LAST TIME: Cylindrical coordinates, spherical coordinates, and Legendre s equation

Physics 6303 Lecture 11 September 24, LAST TIME: Cylindrical coordinates, spherical coordinates, and Legendre s equation Physics 6303 Lecture September 24, 208 LAST TIME: Cylindrical coordinates, spherical coordinates, and Legendre s equation, l l l l l l. Consider problems that are no axisymmetric; i.e., the potential depends

More information

Appendix A Vector Analysis

Appendix A Vector Analysis Appendix A Vector Analysis A.1 Orthogonal Coordinate Systems A.1.1 Cartesian (Rectangular Coordinate System The unit vectors are denoted by x, ŷ, ẑ in the Cartesian system. By convention, ( x, ŷ, ẑ triplet

More information

Relevant sections from AMATH 351 Course Notes (Wainwright): Relevant sections from AMATH 351 Course Notes (Poulin and Ingalls):

Relevant sections from AMATH 351 Course Notes (Wainwright): Relevant sections from AMATH 351 Course Notes (Poulin and Ingalls): Lecture 5 Series solutions to DEs Relevant sections from AMATH 35 Course Notes (Wainwright):.4. Relevant sections from AMATH 35 Course Notes (Poulin and Ingalls): 2.-2.3 As mentioned earlier in this course,

More information

Review for Exam 2. Review for Exam 2.

Review for Exam 2. Review for Exam 2. Review for Exam 2. 5 or 6 problems. No multiple choice questions. No notes, no books, no calculators. Problems similar to homeworks. Exam covers: Regular-singular points (5.5). Euler differential equation

More information

Lecture 1a. Complex numbers, phasors and vectors. Introduction. Complex numbers. 1a.1

Lecture 1a. Complex numbers, phasors and vectors. Introduction. Complex numbers. 1a.1 1a.1 Lecture 1a Comple numbers, phasors and vectors Introduction This course will require ou to appl several concepts ou learned in our undergraduate math courses. In some cases, such as comple numbers

More information

y x is symmetric with respect to which of the following?

y x is symmetric with respect to which of the following? AP Calculus Summer Assignment Name: Note: Unless otherwise specified, the domain of a function f is assumed to be the set of all real numbers for which f () is a real number. Part : Multiple Choice Solve

More information

Modified Bessel functions : Iα, Kα

Modified Bessel functions : Iα, Kα Modified Bessel functions : Iα, Kα The Bessel functions are valid even for complex arguments x, and an important special case is that of a purely imaginary argument. In this case, the solutions to the

More information

Taylor Series and Asymptotic Expansions

Taylor Series and Asymptotic Expansions Taylor Series and Asymptotic Epansions The importance of power series as a convenient representation, as an approimation tool, as a tool for solving differential equations and so on, is pretty obvious.

More information

Bessel Functions Michael Taylor. Lecture Notes for Math 524

Bessel Functions Michael Taylor. Lecture Notes for Math 524 Bessel Functions Michael Taylor Lecture Notes for Math 54 Contents 1. Introduction. Conversion to first order systems 3. The Bessel functions J ν 4. The Bessel functions Y ν 5. Relations between J ν and

More information

Euler-Maclaurin summation formula

Euler-Maclaurin summation formula Physics 4 Spring 6 Euler-Maclaurin summation formula Lecture notes by M. G. Rozman Last modified: March 9, 6 Euler-Maclaurin summation formula gives an estimation of the sum N in f i) in terms of the integral

More information

3.3.1 Linear functions yet again and dot product In 2D, a homogenous linear scalar function takes the general form:

3.3.1 Linear functions yet again and dot product In 2D, a homogenous linear scalar function takes the general form: 3.3 Gradient Vector and Jacobian Matri 3 3.3 Gradient Vector and Jacobian Matri Overview: Differentiable functions have a local linear approimation. Near a given point, local changes are determined by

More information

Taylor Series and Series Convergence (Online)

Taylor Series and Series Convergence (Online) 7in 0in Felder c02_online.te V3 - February 9, 205 9:5 A.M. Page CHAPTER 2 Taylor Series and Series Convergence (Online) 2.8 Asymptotic Epansions In introductory calculus classes the statement this series

More information

Computer Problems for Taylor Series and Series Convergence

Computer Problems for Taylor Series and Series Convergence Computer Problems for Taylor Series and Series Convergence The two problems below are a set; the first should be done without a computer and the second is a computer-based follow up. 1. The drawing below

More information

Fourier Analysis Fourier Series C H A P T E R 1 1

Fourier Analysis Fourier Series C H A P T E R 1 1 C H A P T E R Fourier Analysis 474 This chapter on Fourier analysis covers three broad areas: Fourier series in Secs...4, more general orthonormal series called Sturm iouville epansions in Secs..5 and.6

More information

(i) find the points where f(x) is discontinuous, and classify each point of discontinuity.

(i) find the points where f(x) is discontinuous, and classify each point of discontinuity. Math Final Eam - Practice Problems. A function f is graphed below. f() 5 4 8 7 5 4 4 5 7 8 4 5 (a) Find f(0), f( ), f(), and f(4) Find the domain and range of f (c) Find the intervals where f () is positive

More information

9.8 APPLICATIONS OF TAYLOR SERIES EXPLORATORY EXERCISES. Using Taylor Polynomials to Approximate a Sine Value EXAMPLE 8.1

9.8 APPLICATIONS OF TAYLOR SERIES EXPLORATORY EXERCISES. Using Taylor Polynomials to Approximate a Sine Value EXAMPLE 8.1 9-75 SECTION 9.8.. Applications of Taylor Series 677 and f 0) miles/min 3. Predict the location of the plane at time t min. 5. Suppose that an astronaut is at 0, 0) and the moon is represented by a circle

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

1 Introduction. Green s function notes 2018

1 Introduction. Green s function notes 2018 Green s function notes 8 Introduction Back in the "formal" notes, we derived the potential in terms of the Green s function. Dirichlet problem: Equation (7) in "formal" notes is Φ () Z ( ) ( ) 3 Z Φ (

More information

Fourier transform of tempered distributions

Fourier transform of tempered distributions Fourier transform of tempered distributions 1 Test functions and distributions As we have seen before, many functions are not classical in the sense that they cannot be evaluated at any point. For eample,

More information

Math221: HW# 7 solutions

Math221: HW# 7 solutions Math22: HW# 7 solutions Andy Royston November 7, 25.3.3 let x = e u. Then ln x = u, x2 = e 2u, and dx = e 2u du. Furthermore, when x =, u, and when x =, u =. Hence x 2 ln x) 3 dx = e 2u u 3 e u du) = e

More information

Physics 342 Lecture 23. Radial Separation. Lecture 23. Physics 342 Quantum Mechanics I

Physics 342 Lecture 23. Radial Separation. Lecture 23. Physics 342 Quantum Mechanics I Physics 342 Lecture 23 Radial Separation Lecture 23 Physics 342 Quantum Mechanics I Friday, March 26th, 2010 We begin our spherical solutions with the simplest possible case zero potential. Aside from

More information

Math 1B Final Exam, Solution. Prof. Mina Aganagic Lecture 2, Spring (6 points) Use substitution and integration by parts to find:

Math 1B Final Exam, Solution. Prof. Mina Aganagic Lecture 2, Spring (6 points) Use substitution and integration by parts to find: Math B Final Eam, Solution Prof. Mina Aganagic Lecture 2, Spring 20 The eam is closed book, apart from a sheet of notes 8. Calculators are not allowed. It is your responsibility to write your answers clearly..

More information

Math 261 Final Exam - Practice Problem Solutions. 1. A function f is graphed below.

Math 261 Final Exam - Practice Problem Solutions. 1. A function f is graphed below. Math Final Eam - Practice Problem Solutions. A function f is graphed below. f() 8 7 7 8 (a) Find f(), f( ), f(), and f() f() = ;f( ).;f() is undefined; f() = (b) Find the domain and range of f Domain:

More information

Solution to Review Problems for Midterm #1

Solution to Review Problems for Midterm #1 Solution to Review Problems for Midterm # Midterm I: Wednesday, September in class Topics:.,.3 and.-.6 (ecept.3) Office hours before the eam: Monday - and 4-6 p.m., Tuesday - pm and 4-6 pm at UH 080B)

More information

Part Two. Diagnostic Test

Part Two. Diagnostic Test Part Two Diagnostic Test AP Calculus AB and BC Diagnostic Tests Take a moment to gauge your readiness for the AP Calculus eam by taking either the AB diagnostic test or the BC diagnostic test, depending

More information

Last Update: March 1 2, 201 0

Last Update: March 1 2, 201 0 M ath 2 0 1 E S 1 W inter 2 0 1 0 Last Update: March 1 2, 201 0 S eries S olutions of Differential Equations Disclaimer: This lecture note tries to provide an alternative approach to the material in Sections

More information

d 1 µ 2 Θ = 0. (4.1) consider first the case of m = 0 where there is no azimuthal dependence on the angle φ.

d 1 µ 2 Θ = 0. (4.1) consider first the case of m = 0 where there is no azimuthal dependence on the angle φ. 4 Legendre Functions In order to investigate the solutions of Legendre s differential equation d ( µ ) dθ ] ] + l(l + ) m dµ dµ µ Θ = 0. (4.) consider first the case of m = 0 where there is no azimuthal

More information

Solutions to Laplace s Equations

Solutions to Laplace s Equations Solutions to Laplace s Equations Lecture 14: Electromagnetic Theory Professor D. K. Ghosh, Physics Department, I.I.T., Bombay We have seen that in the region of space where there are no sources of charge,

More information

VANDERBILT UNIVERSITY. MATH 3120 INTRO DO PDES The Schrödinger equation

VANDERBILT UNIVERSITY. MATH 3120 INTRO DO PDES The Schrödinger equation VANDERBILT UNIVERSITY MATH 31 INTRO DO PDES The Schrödinger equation 1. Introduction Our goal is to investigate solutions to the Schrödinger equation, i Ψ t = Ψ + V Ψ, 1.1 µ where i is the imaginary number

More information

2. Higher-order Linear ODE s

2. Higher-order Linear ODE s 2. Higher-order Linear ODE s 2A. Second-order Linear ODE s: General Properties 2A-1. On the right below is an abbreviated form of the ODE on the left: (*) y + p()y + q()y = r() Ly = r() ; where L is the

More information

THS Step By Step Calculus Chapter 1

THS Step By Step Calculus Chapter 1 Name: Class Period: Throughout this packet there will be blanks you are epected to fill in prior to coming to class. This packet follows your Larson Tetbook. Do NOT throw away! Keep in 3 ring binder until

More information

This ODE arises in many physical systems that we shall investigate. + ( + 1)u = 0. (λ + s)x λ + s + ( + 1) a λ. (s + 1)(s + 2) a 0

This ODE arises in many physical systems that we shall investigate. + ( + 1)u = 0. (λ + s)x λ + s + ( + 1) a λ. (s + 1)(s + 2) a 0 Legendre equation This ODE arises in many physical systems that we shall investigate We choose We then have Substitution gives ( x 2 ) d 2 u du 2x 2 dx dx + ( + )u u x s a λ x λ a du dx λ a λ (λ + s)x

More information

5.4 Bessel s Equation. Bessel Functions

5.4 Bessel s Equation. Bessel Functions SEC 54 Bessel s Equation Bessel Functions J (x) 87 # with y dy>dt, etc, constant A, B, C, D, K, and t 5 HYPERGEOMETRIC ODE At B (t t )(t t ), t t, can be reduced to the hypergeometric equation with independent

More information

Math Assignment 11

Math Assignment 11 Math 2280 - Assignment 11 Dylan Zwick Fall 2013 Section 8.1-2, 8, 13, 21, 25 Section 8.2-1, 7, 14, 17, 32 Section 8.3-1, 8, 15, 18, 24 1 Section 8.1 - Introduction and Review of Power Series 8.1.2 - Find

More information

Chapter 5.8: Bessel s equation

Chapter 5.8: Bessel s equation Chapter 5.8: Bessel s equation Bessel s equation of order ν is: x 2 y + xy + (x 2 ν 2 )y = 0. It has a regular singular point at x = 0. When ν = 0,, 2,..., this equation comes up when separating variables

More information

Review Algebra and Functions & Equations (10 questions)

Review Algebra and Functions & Equations (10 questions) Paper 1 Review No calculator allowed [ worked solutions included ] 1. Find the set of values of for which e e 3 e.. Given that 3 k 1 is positive for all values of, find the range of possible values for

More information

x y x 2 2 x y x x y x U x y x y

x y x 2 2 x y x x y x U x y x y Lecture 7 Appendi B: Some sample problems from Boas Here are some solutions to the sample problems assigned for hapter 4 4: 8 Solution: We want to learn about the analyticity properties of the function

More information

+ y = 1 : the polynomial

+ y = 1 : the polynomial Notes on Basic Ideas of Spherical Harmonics In the representation of wavefields (solutions of the wave equation) one of the natural considerations that arise along the lines of Huygens Principle is the

More information

Lecture 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. 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 information

Some commonly encountered sets and their notations

Some commonly encountered sets and their notations NATIONAL UNIVERSITY OF SINGAPORE DEPARTMENT OF MATHEMATICS (This notes are based on the book Introductory Mathematics by Ng Wee Seng ) LECTURE SETS & FUNCTIONS Some commonly encountered sets and their

More information

Power Series Solutions to the Bessel Equation

Power Series Solutions to the Bessel Equation Power Series Solutions to the Bessel Equation Department of Mathematics IIT Guwahati The Bessel equation The equation x 2 y + xy + (x 2 α 2 )y = 0, (1) where α is a non-negative constant, i.e α 0, is called

More information

Series solutions to a second order linear differential equation with regular singular points

Series solutions to a second order linear differential equation with regular singular points Physics 6C Fall 0 Series solutions to a second order linear differential equation with regular singular points Consider the second-order linear differential equation, d y dx + p(x) dy x dx + q(x) y = 0,

More information

23 Elements of analytic ODE theory. Bessel s functions

23 Elements of analytic ODE theory. Bessel s functions 23 Elements of analytic ODE theory. Bessel s functions Recall I am changing the variables) that we need to solve the so-called Bessel s equation 23. Elements of analytic ODE theory Let x 2 u + xu + x 2

More information

Bessel Functions and Their Applications: Solution to Schrödinger equation in a cylindrical function of the second kind and Hankel Functions

Bessel Functions and Their Applications: Solution to Schrödinger equation in a cylindrical function of the second kind and Hankel Functions Bessel Functions and Their Applications: Solution to Schrödinger equation in a cylindrical function of the second kind and Hankel Functions 1 Faisal Adamu Idris, 2 Aisha Layla Buhari, 3 Tahir Usman Adamu

More information

AP Calculus AB Summer Assignment

AP 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 information

Vectors in Function Spaces

Vectors in Function Spaces Jim Lambers MAT 66 Spring Semester 15-16 Lecture 18 Notes These notes correspond to Section 6.3 in the text. Vectors in Function Spaces We begin with some necessary terminology. A vector space V, also

More information

Bessel s Equation. MATH 365 Ordinary Differential Equations. J. Robert Buchanan. Fall Department of Mathematics

Bessel s Equation. MATH 365 Ordinary Differential Equations. J. Robert Buchanan. Fall Department of Mathematics Bessel s Equation MATH 365 Ordinary Differential Equations J. Robert Buchanan Department of Mathematics Fall 2018 Background Bessel s equation of order ν has the form where ν is a constant. x 2 y + xy

More information

Lecture 13: Series Solutions near Singular Points

Lecture 13: Series Solutions near Singular Points Lecture 13: Series Solutions near Singular Points March 28, 2007 Here we consider solutions to second-order ODE s using series when the coefficients are not necessarily analytic. A first-order analogy

More information

lecture 7: Trigonometric Interpolation

lecture 7: Trigonometric Interpolation lecture : Trigonometric Interpolation 9 Trigonometric interpolation for periodic functions Thus far all our interpolation schemes have been based on polynomials However, if the function f is periodic,

More information

4. Functions of one variable

4. Functions of one variable 4. Functions of one variable These lecture notes present my interpretation of Ruth Lawrence s lecture notes (in Hebrew) 1 In this chapter we are going to meet one of the most important concepts in mathematics:

More information

The Gradient. Consider the topography of the Earth s surface.

The Gradient. Consider the topography of the Earth s surface. 9/16/5 The Gradient.doc 1/8 The Gradient Consider the topography of the Earth s surface. We use contours of constant elevation called topographic contours to epress on maps (a -dimensional graphic) the

More information

Math 214 Spring problem set (a) Consider these two first order equations. (I) dy dx = x + 1 dy

Math 214 Spring problem set (a) Consider these two first order equations. (I) dy dx = x + 1 dy Math 4 Spring 08 problem set. (a) Consider these two first order equations. (I) d d = + d (II) d = Below are four direction fields. Match the differential equations above to their direction fields. Provide

More information

Math Lecture 36

Math Lecture 36 Math 80 - Lecture 36 Dylan Zwick Fall 013 Today, we re going to examine the solutions to the differential equation x y + xy + (x p )y = 0, which is called Bessel s equation of order p 0. The solutions

More information

221A Lecture Notes Steepest Descent Method

221A Lecture Notes Steepest Descent Method Gamma Function A Lecture Notes Steepest Descent Method The best way to introduce the steepest descent method is to see an example. The Stirling s formula for the behavior of the factorial n! for large

More information

Elementary Differential Equations, Section 2 Prof. Loftin: Practice Test Problems for Test Find the radius of convergence of the power series

Elementary Differential Equations, Section 2 Prof. Loftin: Practice Test Problems for Test Find the radius of convergence of the power series Elementary Differential Equations, Section 2 Prof. Loftin: Practice Test Problems for Test 2 SOLUTIONS 1. Find the radius of convergence of the power series Show your work. x + x2 2 + x3 3 + x4 4 + + xn

More information

Curvilinear coordinates

Curvilinear coordinates C Curvilinear coordinates The distance between two points Euclidean space takes the simplest form (2-4) in Cartesian coordinates. The geometry of concrete physical problems may make non-cartesian coordinates

More information

FY B. Tech. Semester II. Complex Numbers and Calculus

FY B. Tech. Semester II. Complex Numbers and Calculus FY B. Tech. Semester II Comple Numbers and Calculus Course Code FYT Course Comple numbers and Calculus (CNC) Prepared by S M Mali Date 6//7 Prerequisites Basic knowledge of results from Algebra. Knowledge

More information

Relevant self-assessment exercises: [LIST SELF-ASSESSMENT EXERCISES HERE]

Relevant self-assessment exercises: [LIST SELF-ASSESSMENT EXERCISES HERE] Chapter 5 Fourier Analysis of Finite Difference Methods In this lecture, we determine the stability of PDE discretizations using Fourier analysis. First, we begin with Fourier analysis of PDE s, and then

More information

Complex Practice Exam 1

Complex Practice Exam 1 Complex Practice Exam This practice exam contains sample questions. The actual exam will have fewer questions, and may contain questions not listed here.. Be prepared to explain the following concepts,

More information

2-5 The Calculus of Scalar and Vector Fields (pp.33-55)

2-5 The Calculus of Scalar and Vector Fields (pp.33-55) 9/1/ sec _5 empty.doc 1/9-5 The Calculus of Scalar and Vector Fields (pp.33-55) Q: A: 1... 5. 3. 6. A. The Integration of Scalar and Vector Fields 1. The Line Integral 9/1/ sec _5 empty.doc /9 Q1: A C

More information

MATH 101 Midterm Examination Spring 2009

MATH 101 Midterm Examination Spring 2009 MATH Midterm Eamination Spring 9 Date: May 5, 9 Time: 7 minutes Surname: (Please, print!) Given name(s): Signature: Instructions. This is a closed book eam: No books, no notes, no calculators are allowed!.

More information

Answers to Problem Set Number MIT (Fall 2005).

Answers to Problem Set Number MIT (Fall 2005). Answers to Problem Set Number 6. 18.305 MIT (Fall 2005). D. Margetis and R. Rosales (MIT, Math. Dept., Cambridge, MA 02139). December 12, 2005. Course TA: Nikos Savva, MIT, Dept. of Mathematics, Cambridge,

More information

Waves on 2 and 3 dimensional domains

Waves on 2 and 3 dimensional domains Chapter 14 Waves on 2 and 3 dimensional domains We now turn to the studying the initial boundary value problem for the wave equation in two and three dimensions. In this chapter we focus on the situation

More information

M445: Heat equation with sources

M445: Heat equation with sources M5: Heat equation with sources David Gurarie I. On Fourier and Newton s cooling laws The Newton s law claims the temperature rate to be proportional to the di erence: d dt T = (T T ) () The Fourier law

More information

Math 308 Final Exam Practice Problems

Math 308 Final Exam Practice Problems Math 308 Final Exam Practice Problems This review should not be used as your sole source for preparation for the exam You should also re-work all examples given in lecture and all suggested homework problems

More information

Method of Frobenius. General Considerations. L. Nielsen, Ph.D. Dierential Equations, Fall Department of Mathematics, Creighton University

Method of Frobenius. General Considerations. L. Nielsen, Ph.D. Dierential Equations, Fall Department of Mathematics, Creighton University Method of Frobenius General Considerations L. Nielsen, Ph.D. Department of Mathematics, Creighton University Dierential Equations, Fall 2008 Outline 1 The Dierential Equation and Assumptions 2 3 Main Theorem

More information

Laplace Transform of Spherical Bessel Functions

Laplace Transform of Spherical Bessel Functions Laplace Transform of Spherical Bessel Functions arxiv:math-ph/01000v 18 Jan 00 A. Ludu Department of Chemistry and Physics, Northwestern State University, Natchitoches, LA 71497 R. F. O Connell Department

More information

D sin x. (By Product Rule of Diff n.) ( ) D 2x ( ) 2. 10x4, or 24x 2 4x 7 ( ) ln x. ln x. , or. ( by Gen.

D sin x. (By Product Rule of Diff n.) ( ) D 2x ( ) 2. 10x4, or 24x 2 4x 7 ( ) ln x. ln x. , or. ( by Gen. SOLUTIONS TO THE FINAL - PART MATH 50 SPRING 07 KUNIYUKI PART : 35 POINTS, PART : 5 POINTS, TOTAL: 50 POINTS No notes, books, or calculators allowed. 35 points: 45 problems, 3 pts. each. You do not have

More information

ACCUPLACER MATH 0311 OR MATH 0120

ACCUPLACER 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 information

The incomplete gamma functions. Notes by G.J.O. Jameson. These notes incorporate the Math. Gazette article [Jam1], with some extra material.

The incomplete gamma functions. Notes by G.J.O. Jameson. These notes incorporate the Math. Gazette article [Jam1], with some extra material. The incomplete gamma functions Notes by G.J.O. Jameson These notes incorporate the Math. Gazette article [Jam], with some etra material. Definitions and elementary properties functions: Recall the integral

More information

Directions: Please read questions carefully. It is recommended that you do the Short Answer Section prior to doing the Multiple Choice.

Directions: Please read questions carefully. It is recommended that you do the Short Answer Section prior to doing the Multiple Choice. AP Calculus AB SUMMER ASSIGNMENT Multiple Choice Section Directions: Please read questions carefully It is recommended that you do the Short Answer Section prior to doing the Multiple Choice Show all work

More information

AP Calculus Chapter 9: Infinite Series

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

More information

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

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

More information

Chapter 4. Series Solutions. 4.1 Introduction to Power Series

Chapter 4. Series Solutions. 4.1 Introduction to Power Series Series Solutions Chapter 4 In most sciences one generation tears down what another has built and what one has established another undoes. In mathematics alone each generation adds a new story to the old

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

2 Formulation. = arg = 2 (1)

2 Formulation. = arg = 2 (1) Acoustic di raction by an impedance wedge Aladin H. Kamel (alaahassan.kamel@yahoo.com) PO Box 433 Heliopolis Center 11757, Cairo, Egypt Abstract. We consider the boundary-value problem for the Helmholtz

More information

Review sheet Final Exam Math 140 Calculus I Fall 2015 UMass Boston

Review sheet Final Exam Math 140 Calculus I Fall 2015 UMass Boston Review sheet Final Eam Math Calculus I Fall 5 UMass Boston The eam is closed tetbook NO CALCULATORS OR ELECTRONIC DEVICES ARE ALLOWED DURING THE EXAM The final eam will contain problems of types similar

More information

ENGI 9420 Lecture Notes 1 - ODEs Page 1.01

ENGI 9420 Lecture Notes 1 - ODEs Page 1.01 ENGI 940 Lecture Notes - ODEs Page.0. Ordinary Differential Equations An equation involving a function of one independent variable and the derivative(s) of that function is an ordinary differential equation

More information

Notes 7 Analytic Continuation

Notes 7 Analytic Continuation ECE 6382 Fall 27 David R. Jackson Notes 7 Analtic Continuation Notes are from D. R. Wilton, Dept. of ECE Analtic Continuation of Functions We define analtic continuation as the process of continuing a

More information

1969 AP Calculus BC: Section I

1969 AP Calculus BC: Section I 969 AP Calculus BC: Section I 9 Minutes No Calculator Note: In this eamination, ln denotes the natural logarithm of (that is, logarithm to the base e).. t The asymptotes of the graph of the parametric

More information

Review of elements of Calculus (functions in one variable)

Review of elements of Calculus (functions in one variable) Review of elements of Calculus (functions in one variable) Mainly adapted from the lectures of prof Greg Kelly Hanford High School, Richland Washington http://online.math.uh.edu/houstonact/ https://sites.google.com/site/gkellymath/home/calculuspowerpoints

More information

which implies that we can take solutions which are simultaneous eigen functions of

which implies that we can take solutions which are simultaneous eigen functions of Module 1 : Quantum Mechanics Chapter 6 : Quantum mechanics in 3-D Quantum mechanics in 3-D For most physical systems, the dynamics is in 3-D. The solutions to the general 3-d problem are quite complicated,

More information

Laplace s Equation in Cylindrical Coordinates and Bessel s Equation (I)

Laplace s Equation in Cylindrical Coordinates and Bessel s Equation (I) Laplace s Equation in Cylindrical Coordinates and Bessel s Equation I) 1 Solution by separation of variables Laplace s equation is a key equation in Mathematical Physics. Several phenomena involving scalar

More information

3x 2. x ))))) and sketch the graph, labelling everything.

3x 2. x ))))) and sketch the graph, labelling everything. Fall 2006 Practice Math 102 Final Eam 1 1. Sketch the graph of f() =. What is the domain of f? [0, ) Use transformations to sketch the graph of g() = 2. What is the domain of g? 1 1 2. a. Given f() = )))))

More information

Differential Equations Practice: Euler Equations & Regular Singular Points Page 1

Differential Equations Practice: Euler Equations & Regular Singular Points Page 1 Differential Equations Practice: Euler Equations & Regular Singular Points Page 1 Questions Eample (5.4.1) Determine the solution to the differential equation y + 4y + y = 0 that is valid in any interval

More information

A Propagating Wave Packet The Group Velocity

A Propagating Wave Packet The Group Velocity Lecture 7 A Propagating Wave Pacet The Group Velocity Phys 375 Overview and Motivation: Last time we looed at a solution to the Schrödinger equation (SE) with an initial condition (,) that corresponds

More information

AP Calculus AB Summer Assignment

AP 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

2.13 Linearization and Differentials

2.13 Linearization and Differentials Linearization and Differentials Section Notes Page Sometimes we can approimate more complicated functions with simpler ones These would give us enough accuracy for certain situations and are easier to

More information

C) 2 D) 4 E) 6. ? A) 0 B) 1 C) 1 D) The limit does not exist.

C) 2 D) 4 E) 6. ? A) 0 B) 1 C) 1 D) The limit does not exist. . The asymptotes of the graph of the parametric equations = t, y = t t + are A) =, y = B) = only C) =, y = D) = only E) =, y =. What are the coordinates of the inflection point on the graph of y = ( +

More information

A Basic Course in Real Analysis Prof. P. D. Srivastava Department of Mathematics Indian Institute of Technology, Kharagpur

A Basic Course in Real Analysis Prof. P. D. Srivastava Department of Mathematics Indian Institute of Technology, Kharagpur A Basic Course in Real Analysis Prof. P. D. Srivastava Department of Mathematics Indian Institute of Technology, Kharagpur Lecture - 36 Application of MVT, Darbou Theorem, L Hospital Rule (Refer Slide

More information

Two special equations: Bessel s and Legendre s equations. p Fourier-Bessel and Fourier-Legendre series. p

Two special equations: Bessel s and Legendre s equations. p Fourier-Bessel and Fourier-Legendre series. p LECTURE 1 Table of Contents Two special equations: Bessel s and Legendre s equations. p. 259-268. Fourier-Bessel and Fourier-Legendre series. p. 453-460. Boundary value problems in other coordinate system.

More information

Continuous functions. Limits of non-rational functions. Squeeze Theorem. Calculator issues. Applications of limits

Continuous functions. Limits of non-rational functions. Squeeze Theorem. Calculator issues. Applications of limits Calculus Lia Vas Continuous functions. Limits of non-rational functions. Squeeze Theorem. Calculator issues. Applications of limits Continuous Functions. Recall that we referred to a function f() as a

More information

CHAPTER 2 First Order Equations

CHAPTER 2 First Order Equations CHAPTER 2 First Order Equations IN THIS CHAPTER we study first order equations for which there are general methods of solution. SECTION 2.1 deals with linear equations, the simplest kind of first order

More information