5.4 Bessel s Equation. Bessel Functions

Size: px
Start display at page:

Download "5.4 Bessel s Equation. Bessel Functions"

Transcription

1 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 variable Find a general solution in terms of hypergeometric functions x t t 5 x( x)ys ( 6x)yr y t t 6 x( x)ys ( x)yr y and parameters related by Ct D c(t t ), 7 4x( x)ys C a b, K ab From this you see that (5) 8 4(t 3t )y ## yr y # 8y y is a normalized form of the more general (8) and that various cases of (8) can thus be solved in terms 9 (t ## # 5t 6)y (t 3)y 8y of hypergeometric functions 3t( t)y ## ty # y 54 Bessel s Equation Bessel Functions J (x) One of the most important ODEs in applied mathematics in Bessel s equation, 6 () x ys xyr (x )y where the parameter (nu) is a given real number which is positive or zero Bessel s equation often appears if a problem shows cylindrical symmetry, for example, as the membranes in Sec9 The equation satisfies the assumptions of Theorem To see this, divide () by x to get the standard form ys yr>x ( >x )y Hence, according to the Frobenius theory, it has a solution of the form () y(x) a m a m x mr (a ) Substituting () and its first and second derivatives into Bessel s equation, we obtain a m (m r)(m r )a m x mr a m (m r)a m x mr a We equate the sum of the coefficients of to zero Note that this power corresponds to m s in the first, second, and fourth series, and to m s in the third series Hence for s and s, the third series does not contribute since m m x sr a m x mr a a m x mr m x sr 6 FRIEDRICH WILHELM BESSEL ( ), German astronomer and mathematician, studied astronomy on his own in his spare time as an apprentice of a trade company and finally became director of the new Königsberg Observatory Formulas on Bessel functions are contained in Ref [GenRef] and the standard treatise [A3]

2 88 CHAP 5 Series Solutions of ODEs Special Functions For s, 3, Á all four series contribute, so that we get a general formula for all these s We find (a) r(r )a ra a (s ) (3) (b) (c) (r )ra (r )a a (s r)(s r )a s (s r)a s a s a s (s ) (s, 3, Á ) From (3a) we obtain the indicial equation by dropping, (4) (r )(r ) The roots are r ( ) and r Coefficient Recursion for r r v For r, Eq (3b) reduces to ( )a Hence a since Substituting r in (3c) and combining the three terms containing gives simply a s a (5) (s )sa s a s Since a and, it follows from (5) that a 3, a 5, Á Hence we have to deal only with even-numbered coefficients with s m For s m, Eq (5) becomes Solving for a m (m )ma m a m gives the recursion formula a s (6) a, m,, Á m m( m) a m From (6) we can now determine a, a 4, Á successively This gives and so on, and in general a 4 a () a a (v ) a 4! ( )( ) (7) a m () m a m m! ( )( ) Á (m), m,, Á Bessel Functions J n (x) for Integer n Integer values of v are denoted by n This is standard For nthe relation (7) becomes () m a (8) a m,, Á m m m! (n )(n ) Á (n m),

3 SEC 54 Bessel s Equation Bessel Functions J (x) 89 a is still arbitrary, so that the series () with these coefficients would contain this arbitrary factor a This would be a highly impractical situation for developing formulas or computing values of this new function Accordingly, we have to make a choice The choice a would be possible A simpler series () could be obtained if we could absorb the growing product (n )(n ) Á (n m) into a factorial function (n m)! What should be our choice? Our choice should be (9) a n n! because then n! (n ) Á (n m) (n m)! in (8), so that (8) simply becomes () m () a m,, Á m mn m! (n m)!, By inserting these coefficients into () and remembering that c, c 3, Á a particular solution of Bessel s equation that is denoted by J n (x): we obtain () J n (x) x n a m () m x m mn m! (n m)! (n ) J n (x) is called the Bessel function of the first kind of order n The series () converges for all x, as the ratio test shows Hence J n (x) is defined for all x The series converges very rapidly because of the factorials in the denominator EXAMPLE Bessel Functions J (x) and J (x) For n we obtain from () the Bessel function of order () () m x m J (x) a x x 4 x 6 Á m (m!) (!) 4 (!) 6 (3!) m which looks similar to a cosine (Fig ) For n we obtain the Bessel function of order () m x m (3) J (x) a, m m! (m )! x x 3 3!! x 5 5! 3! x 7 7 3! 4! Á m which looks similar to a sine (Fig ) But the zeros of these functions are not completely regularly spaced (see also Table A in App 5) and the height of the waves decreases with increasing x Heuristically, n >x in () in standard form [() divided by x ] is zero (if n ) or small in absolute value for large x, and so is yr>x, so that then Bessel s equation comes close to ys y, the equation of cos x and sin x; also yr>x acts as a damping term, in part responsible for the decrease in height One can show that for large x, (4) J n (x) B px cos ax np p 4 b where is read asymptotically equal and means that for fixed n the quotient of the two sides approaches as x :

4 9 CHAP 5 Series Solutions of ODEs Special Functions J 5 J 5 x Fig Bessel functions of the first kind J and J Formula (4) is surprisingly accurate even for smaller x () For instance, it will give you good starting values in a computer program for the basic task of computing zeros For example, for the first three zeros of J you obtain the values 356 (45 exact to 3 decimals, error 49), 5498 (55, error ), 8639 (8654, error 5), etc Bessel Functions J (x) for any Gamma Function We now proceed from integer n to any We had a >( n n!) in (9) So we have to extend the factorial function n! to any For this we choose (5) a ( ) with the gamma function ( ) defined by (6) ( ) e t t dt ( ) (CAUTION! Note the convention on the left but in the integral) Integration by parts gives ( ) e t t ` e t t dt () This is the basic functional relation of the gamma function (7) ( ) () Now from (6) with and then by (7) we obtain () e t dt e t ` () and then () # ()!, (3) ()! and in general (8) (n ) n! (n,, Á )

5 SEC 54 Bessel s Equation Bessel Functions J (x) 9 Hence the gamma function generalizes the factorial function to arbitrary positive Thus (5) with n agrees with (9) Furthermore, from (7) with given by (5) we first have () m a m m m! ( )( ) Á (m) ( ) Now (7) gives ( )( ) ( ), ( )( ) ( 3) and so on, so that ( )( ) Á (m)( ) ( m ) Hence because of our (standard!) choice (5) of (9) a m () m m m! ( m ) the coefficients (7) are simply With these coefficients and r r we get from () a particular solution of (), denoted by J (x) and given by () J (x) x () m x m a m m m! ( m ) J (x) is called the Bessel function of the first kind of order The series () converges for all x, as one can verify by the ratio test Discovery of Properties from Series a Bessel functions are a model case for showing how to discover properties and relations of functions from series by which they are defined Bessel functions satisfy an incredibly large number of relationships look at Ref [A3] in App ; also, find out what your CAS knows In Theorem 3 we shall discuss four formulas that are backbones in applications and theory a THEOREM Derivatives, Recursions The derivative of J (x) with respect to x can be expressed by J (x) or J (x) by the formulas () (a) [x J (x)]r x J (x) (b) [x J (x)]r x J (x) Furthermore, J (x) and its derivative satisfy the recurrence relations () (c) (d) J (x) J (x) x J (x) J (x) J (x) Jr (x)

6 9 CHAP 5 Series Solutions of ODEs Special Functions PROOF (a) We multiply () by and take under the summation sign Then we have We now differentiate this, cancel a factor, pull out, and use the functional relationship ( m ) ( m)( m) [see (7)] Then () with instead of shows that we obtain the right side of (a) Indeed, (x J )r a m (b) Similarly, we multiply () by, so that in () cancels Then we differentiate, cancel m, and use m! m(m )! This gives, with m s, (x J )r a m x x J (x) a m x () m (m )x m m m! ( m ) x () m x m () m x m m m! ( m ) Equation () with instead of and s instead of m shows that the expression on the right is x J (x) This proves (b) (c), (d) We perform the differentiation in (a) Then we do the same in (b) and multiply the result on both sides by x This gives (a*) x J x Jr x J (b*) x J x Jr x J Substracting (b*) from (a*) and dividing the result by (b*) and dividing the result by x gives (d) x x x x a m m (m )! ( m ) a s x () m x m m m! ( m) () s x s s s! ( s ) gives (c) Adding (a*) and EXAMPLE Application of Theorem in Evaluation and Integration Formula (c) can be used recursively in the form for calculating Bessel functions of higher order from those of lower order For instance, J (x) J (x)>x J (x), so that J can be obtained from tables of J and J (in App 5 or, more accurately, in Ref [GenRef] in App ) To illustrate how Theorem helps in integration, we use (b) with 3 integrated on both sides This evaluates, for instance, the integral A table of J 3 I J (x) x J (x) J (x) x 3 J 4 (x) dx x 3 J 3 (x) (on p 398 of Ref [GenRef]) or your CAS will give you 8 J 3() J 3 () # Your CAS (or a human computer in precomputer times) obtains J 3 from (), first using (c) with, that is, J then (c) with, that is, J x 3 4x J J, J J Together,

7 SEC 54 Bessel s Equation Bessel Functions J (x) 93 This is what you get, for instance, with Maple if you type int ( Á ) And if you type evalf(int ( Á )), you obtain , in agreement with the result near the beginning of the example Bessel Functions with Half-Integer Are Elementary We discover this remarkable fact as another property obtained from the series () and confirm it in the problem set by using Bessel s ODE EXAMPLE 3 Elementary Bessel Functions with The Value (, 3, 5, Á ) We first prove (Fig ) I x 3 (4x (x J J ) J ) 8 3J () J () J ()4 38J () 4J () J ()4 8 J () 4 J () 7J () 4J () J J () (a) J > (x) B px sin x, (b) J >(x) cos x B px The series () with is J > (x) x a The denominator can be written as a product AB, where (use (6) in B) here we used (proof below) m () m x m m> m! (m 3 ) B x a m () m x m m m! (m 3 ) A m m! m(m )(m 4) Á 4 #, B m (m 3 ) m (m )(m ) Á 3 # ( ) (m )(m ) Á 3 # # p ; (3) ( ) p The product of the right sides of A and B can be written Hence AB (m )m (m ) Á 3 # # p (m )!p J > (x) B px a m () m x m (m )! sin x B px π 4π 6π x Fig Bessel functions J > and J >

8 94 CHAP 5 Series Solutions of ODEs Special Functions This proves (a) Differentiation and the use of (a) with now gives This proves (b) From () follow further formulas successively by (c), used as in Example We finally prove ( ) p by a standard trick worth remembering In (5) we set t u Then dt u du and a b e t t > dt e u du [x J > (x)]r B p cos x x > J > (x) We square on both sides, write v instead of u in the second integral, and then write the product of the integrals as a double integral: a b 4 e u du e v dv 4 e (u v ) du dv We now use polar coordinates r, u by setting u r cos u, v r sin u Then the element of area is du dv r dr du and we have to integrate over r from to and over u from to p> (that is, over the first quadrant of the uv-plane): a p> b 4 e r r dr du 4 # p e r r dr a b er ` p By taking the square root on both sides we obtain (3) General Solution Linear Dependence For a general solution of Bessel s equation () in addition to J we need a second linearly independent solution For not an integer this is easy Replacing by in (), we have (4) J (x) x () m x m a m m m! (m ) Since Bessel s equation involves, the functions J and J are solutions of the equation for the same If is not an integer, they are linearly independent, because the first terms in () and in (4) are finite nonzero multiples of x and x Thus, if is not an integer, a general solution of Bessel s equation for all x is y(x) c J (x) c J (x) This cannot be the general solution for an integer n because, in that case, we have linear dependence It can be seen that the first terms in () and (4) are finite nonzero multiples of x and x, respectively This means that, for any integer n, we have linear dependence because (5) J n (x) () n J n (x) (n,, Á )

9 SEC 54 Bessel s Equation Bessel Functions J (x) 95 PROOF To prove (5), we use (4) and let approach a positive integer n Then the gamma function in the coefficients of the first n terms becomes infinite (see Fig 553 in App A3), the coefficients become zero, and the summation starts with m n Since in this case (m n ) (m n)! by (8), we obtain (6) () m x m n J n (x) a mn mn m! (m n)! a s () ns x sn sn (n s)! s! (m n s) The last series represents () n J n (x), as you can see from () with m replaced by s This completes the proof The difficulty caused by (5) will be overcome in the next section by introducing further Bessel functions, called of the second kind and denoted by Y PROBLEM SET 54 Convergence Show that the series () converges for all x Why is the convergence very rapid? ODES REDUCIBLE TO BESSEL S ODE This is just a sample of such ODEs; some more follow in the next problem set Find a general solution in terms of J and J or indicate when this is not possible Use the indicated substitutions Show the details of your work Two-parameter ODE x ys xyr (l x )y x ys xyr (x 49)y 4 xys yr 4 y (x z) ys (e x 9)y (e x z) (lx z) x ys 4 (x 3 4) y (y ux, x z) x ys xyr 4 (x )y (x z) (x ) ys (x )yr 6x(x )y (x z) xys ( )yr xy (y x u) x ys ( )xyr (x )y (y x u, x z) CAS EXPERIMENT Change of Coefficient Find and graph (on common axes) the solutions of ys kx yr y, y(), yr(), for k,,, Á, (or as far as you get useful graphs) For what k do you get elementary functions? Why? Try for noninteger k, particularly between and, to see the continuous change of the curve Describe the change of the location of the zeros and of the extrema as k increases from Can you interpret the ODE as a model in mechanics, thereby explaining your observations? CAS EXPERIMENT Bessel Functions for Large x (a) Graph J for n, Á n (x), 5 on common axes (b) Experiment with (4) for integer n Using graphs, find out from which x x n on the curves of () and (4) practically coincide How does x n change with n? (c) What happens in (b) if n? (Our usual notation in this case would be ) (d) How does the error of (4) behave as a function of x for fixed n? [Error exact value minus approximation (4)] (e) Show from the graphs that J (x) has extrema where J (x) Which formula proves this? Find further relations between zeros and extrema 3 5 ZEROS of Bessel functions play a key role in modeling (eg of vibrations; see Sec 9) 3 Interlacing of zeros Using () and Rolle s theorem, show that between any two consecutive positive zeros of J n (x) there is precisely one zero of J n (x) 4 Zeros Compute the first four positive zeros of J (x) and J (x) from (4) Determine the error and comment 5 Interlacing of zeros Using () and Rolle s theorem, show that between any two consecutive zeros of J (x) there is precisely one zero of J (x) 6 8 HALF-INTEGER PARAMETER: APPROACH BY THE ODE 6 Elimination of first derivative Show that y uv with v(x) exp ( p(x) dx) gives from the ODE ys p(x)yr q(x)y the ODE us 3q(x) 4 p(x) pr(x)4 u, not containing the first derivative of u

10 96 CHAP 5 Series Solutions of ODEs Special Functions 7 Bessel s equation Show that for () the substitution in Prob 6 is y ux > and gives (7) x u (x _ 4 )u 8 Elementary Bessel functions Derive () in Example 3 from (7) 9 5 APPLICATION OF (): DERIVATIVES, INTEGRALS Use the powerful formulas () to do Probs 9 5 Show the details of your work 9 Derivatives Show that Jr (x) J (x), Jr (x) J (x) J (x)>x, Jr (x) [J (x) J 3 (x)] Bessel s equation Derive () from () Basic integral formula Show that x J (x) dx x J (x) c Basic integral formulas Show that x J (x) dx x J (x) c, J (x) dx J (x) dx J (x) 3 Integration Show that x J (x) dx x J (x) xj (x) J (x) dx (The last integral is nonelementary; tables exist, eg, in Ref [A3] in App ) 4 Integration Evaluate x J 4 (x) dx 5 Integration Evaluate J 5 (x) dx 55 Bessel Functions Y (x) General Solution To obtain a general solution of Bessel s equation (), Sec 54, for any, we now introduce Bessel functions of the second kind Y (x), beginning with the case n When n, Bessel s equation can be written (divide by x) () xys yr xy Then the indicial equation (4) in Sec 54 has a double root r This is Case in Sec 53 In this case we first have only one solution, J (x) From (8) in Sec 53 we see that the desired second solution must be of the form () We substitute y and its derivatives into () Then the sum of the three logarithmic terms x Js ln x, Jr ln x, and x J ln x is zero because J is a solution of () The terms J >x and J >x (from xys and yr) cancel Hence we are left with Jr a m n y (x) J (x) ln x a yr Jr ln x J x a ma m x m ys Js Jr ln x x J x a m(m ) A m x m a m m m m A m x m m (m ) A m x m m A m x m a m A m x m

11 SEC 55 Bessel Functions Y (x) General Solution 97 Addition of the first and second series gives m A m x m The power series of Jr (x) is obtained from () in Sec 54 and the use of m!>m (m )! in the form () m mx m Jr (x) a m Together with m A and A m x m m x m this gives m (m!) a m () m x m m m! (m )! (3*) a m () m x m m m! (m )! a m m A m x m a A m x m m First, we show that the A with odd subscripts are all zero The power x m occurs only in the second series, with coefficient A Hence A Next, we consider the even powers x s The first series contains none In the second series, m s gives the term (s ) A s x s In the third series, m s Hence by equating the sum of the coefficients of to zero we have x s (s ) A s,, Á s A s, Since A, we thus obtain A 3, A 5, Á, successively We now equate the sum of the coefficients of to zero For s this gives x s 4A, thus A 4 For the other values of s we have in the first series in (3*) m s, hence m s, in the second m s, and in the third m s We thus obtain () s s (s )! s! (s ) A s A s For s this yields 8 6A 4 A, thus A and in general (3) A m,, Á m ()m m (m!) a 3 Á m b, Using the short notations (4) h h m Á m m, 3, Á and inserting (4) and A A 3 Á into (), we obtain the result y (x) J (x) ln x a m () m h m m (m!) x m (5) J (x) ln x 4 x 3 8 x4 3,84 x 6 Á

12 98 CHAP 5 Series Solutions of ODEs Special Functions Since J and y are linearly independent functions, they form a basis of () for x Of course, another basis is obtained if we replace y by an independent particular solution of the form a( y bj ), where a ( ) and b are constants It is customary to choose a >p and b g ln, where the number g Á is the so-called Euler constant, which is defined as the limit of Á s ln s as s approaches infinity The standard particular solution thus obtained is called the Bessel function of the second kind of order zero (Fig ) or Neumann s function of order zero and is denoted by Y (x) Thus [see (4)] (6) Y (x) p c J (x) aln x gb a m () m h m m (m!) x m d For small x the function Y (x) behaves about like ln x (see Fig, why?), and Y (x) : as x : Bessel Functions of the Second Kind Y n (x) For n,, Á a second solution can be obtained by manipulations similar to those for n, starting from (), Sec 54 It turns out that in these cases the solution also contains a logarithmic term The situation is not yet completely satisfactory, because the second solution is defined differently, depending on whether the order is an integer or not To provide uniformity of formalism, it is desirable to adopt a form of the second solution that is valid for all values of the order For this reason we introduce a standard second solution Y (x) defined for all by the formula (7) (a) (b) Y (x) sin p [J (x) cos p J (x)] Y n (x) lim :n Y (x) This function is called the Bessel function of the second kind of order or Neumann s function 7 of order Figure shows Y (x) and Y (x) Let us show that J and Y are indeed linearly independent for all (and x ) For noninteger order, the function Y (x) is evidently a solution of Bessel s equation because J (x) and J (x) are solutions of that equation Since for those the solutions and are linearly independent and involves, the functions and are J J Y J J Y 7 CARL NEUMANN (83 95), German mathematician and physicist His work on potential theory using integer equation methods inspired VITO VOLTERRA (8 94) of Rome, ERIK IVAR FREDHOLM (866 97) of Stockholm, and DAVID HILBERT (96 943) of Göttingen (see the footnote in Sec 79) to develop the field of integral equations For details see Birkhoff, G and E Kreyszig, The Establishment of Functional Analysis, Historia Mathematica (984), pp 58 3 The solutions Y (x) are sometimes denoted by N (x); in Ref [A3] they are called Weber s functions; Euler s constant in (6) is often denoted by C or ln g

13 SEC 55 Bessel Functions Y (x) General Solution 99 5 Y Y 5 x 5 Fig Bessel functions of the second kind Y and Y (For a small table, see App 5) linearly independent Furthermore, it can be shown that the limit in (7b) exists and Y n is a solution of Bessel s equation for integer order; see Ref [A3] in App We shall see that the series development of Y n (x) contains a logarithmic term Hence J n (x) and Y n (x) are linearly independent solutions of Bessel s equation The series development of Y n (x) can be obtained if we insert the series () in Sec 54 and () in this section for J (x) and J (x) into (7a) and then let approach n; for details see Ref [A3] The result is (8) Y n (x) p J n(x) aln x gb xn p a x n n p a (n m )! mn x m m! m m () m (h m h mn ) mn m! (m n)! x m where x, n,, Á, and [as in (4)] h, h, h m Á m, h mn Á m n For n the last sum in (8) is to be replaced by [giving agreement with (6)] Furthermore, it can be shown that Y n (x) () n Y n (x) Our main result may now be formulated as follows THEOREM General Solution of Bessel s Equation A general solution of Bessel s equation for all values of (and x ) is (9) y(x) C J (x) C Y (x) We finally mention that there is a practical need for solutions of Bessel s equation that are complex for real values of x For this purpose the solutions () H () (x) J (x) iy (x) H () (x) J (x) iy (x)

14 CHAP 5 Series Solutions of ODEs Special Functions are frequently used These linearly independent functions are called Bessel functions of the third kind of order or first and second Hankel functions 8 of order This finishes our discussion on Bessel functions, except for their orthogonality, which we explain in Sec 6 Applications to vibrations follow in Sec PROBLEM SET 55 9 FURTHER ODE s REDUCIBLE TO BESSEL S ODE Find a general solution in terms of J and Y Indicate whether you could also use J instead of Y Use the indicated substitution Show the details of your work x ys xyr (x 6) y xys 5yr xy ( y u>x ) 9x ys 9xyr (36x 4 6)y (x z) ys xy ( y ux, 3x 3> z) 4xys 4yr y (x z) xys yr 36y (x z) ys k x y (y ux, kx z) ys k x 4 y (y ux, 3 kx 3 z) xys 5yr xy (y x 3 u) CAS EXPERIMENT Bessel Functions for Large x It can be shown that for large x, () Y n (x) >(px) sin (x np 4 p) with defined as in (4) of Sec 54 (a) Graph Y for n, Á n (x), 5 on common axes Are there relations between zeros of one function and extrema of another? For what functions? (b) Find out from graphs from which x x n on the curves of (8) and () (both obtained from your CAS) practically coincide How does x n change with n? (c) Calculate the first ten zeros x m, m, Á,, of Y (x) from your CAS and from () How does the error behave as m increases? (d) Do (c) for Y (x) and Y (x) How do the errors compare to those in (c)? 5 HANKEL AND MODIFIED BESSEL FUNCTIONS Hankel functions Show that the Hankel functions () form a basis of solutions of Bessel s equation for any Modified Bessel functions of the first kind of order are defined by I (x) i J (ix), i Show that I satisfies the ODE () x ys xyr (x ) y 3 Modified Bessel functions Show that I (x) has the representation x m (3) I (x) a m m m! (m ) 4 Reality of I Show that I (x) is real for all real x (and real ), I (x) for all real x, and I n (x) I n (x), where n is any integer 5 Modified Bessel functions of the third kind (sometimes called of the second kind) are defined by the formula (4) below Show that they satisfy the ODE () (4) K (x) p sin p 3I (x) I (x)4 CHAPTER 5 REVIEW QUESTIONS AND PROBLEMS Why are we looking for power series solutions of ODEs? What is the difference between the two methods in this chapter? Why do we need two methods? 3 What is the indicial equation? Why is it needed? 4 List the three cases of the Frobenius method, and give examples of your own 5 Write down the most important ODEs in this chapter from memory 6 Can a power series solution reduce to a polynomial? When? Why is this important? 7 What is the hypergeometric equation? Where does the name come from? 8 List some properties of the Legendre polynomials 9 Why did we introduce two kinds of Bessel functions? Can a Bessel function reduce to an elementary function? When? 8 HERMANN HANKEL ( ), German mathematician

15 Summary of Chapter 5 POWER SERIES METHOD OR FROBENIUS METHOD Find a basis of solutions Try to identify the series as expansions of known functions Show the details of your work ys 4y xys ( x) yr (x ) y 3 (x ) ys (x ) yr 35y (x ) ys 3y x ys xyr (x 5) y x ys x 3 yr (x ) y xys (x ) yr y xys 3yr 4x 3 y 9 ys 4x y xys yr xy SUMMARY OF CHAPTER 5 Series Solution of ODEs Special Functions The power series method gives solutions of linear ODEs () ys p(x) yr q(x)y with variable coefficients p and q in the form of a power series (with any center x, eg, x ) () y(x) a a m (x x ) m a a (x x ) a (x x ) Á Such a solution is obtained by substituting () and its derivatives into () This gives a recurrence formula for the coefficients You may program this formula (or even obtain and graph the whole solution) on your CAS If p and q are analytic at x (that is, representable by a power series in powers of x x with positive radius of convergence; Sec 5), then () has solutions of this form () The same holds if h, p, q in are analytic at x and so that we can divide by h (x ), h and obtain the standard form () Legendre s equation is solved by the power series method in Sec 5 The Frobenius method (Sec 53) extends the power series method to ODEs (3) m h (x)ys p(x)yr q (x)y ys a(x) yr b(x) x x (x x ) y whose coefficients are singular (ie, not analytic) at x, but are not too bad, namely, such that a and b are analytic at x Then (3) has at least one solution of the form (4) y(x) (x x ) r a a m (x x ) m a (x x ) r a (x x ) r Á m

Series Solutions of ODEs. Special Functions

Series Solutions of ODEs. Special Functions C05.tex 6/4/0 3: 5 Page 65 Chap. 5 Series Solutions of ODEs. Special Functions We continue our studies of ODEs with Legendre s, Bessel s, and the hypergeometric equations. These ODEs have variable coefficients

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

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

12d. Regular Singular Points

12d. Regular Singular Points October 22, 2012 12d-1 12d. Regular Singular Points We have studied solutions to the linear second order differential equations of the form P (x)y + Q(x)y + R(x)y = 0 (1) in the cases with P, Q, R real

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

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

MA22S3 Summary Sheet: Ordinary Differential Equations

MA22S3 Summary Sheet: Ordinary Differential Equations MA22S3 Summary Sheet: Ordinary Differential Equations December 14, 2017 Kreyszig s textbook is a suitable guide for this part of the module. Contents 1 Terminology 1 2 First order separable 2 2.1 Separable

More information

2 Series Solutions near a Regular Singular Point

2 Series Solutions near a Regular Singular Point McGill University Math 325A: Differential Equations LECTURE 17: SERIES SOLUTION OF LINEAR DIFFERENTIAL EQUATIONS II 1 Introduction Text: Chap. 8 In this lecture we investigate series solutions for the

More information

The Method of Frobenius

The Method of Frobenius The Method of Frobenius R. C. Trinity University Partial Differential Equations April 7, 2015 Motivating example Failure of the power series method Consider the ODE 2xy +y +y = 0. In standard form this

More information

KREYSZIG E Advanced Engineering Mathematics (10th ed., Wiley 2011) Chapter 11 - Fourier analysis

KREYSZIG E Advanced Engineering Mathematics (10th ed., Wiley 2011) Chapter 11 - Fourier analysis KREYSZIG E Advanced Engineering Mathematics (th ed., Wiley ) Chapter - Fourier analysis . CHAPTER Fourier Analysis 474 This chapter on Fourier analysis covers three broad areas: Fourier series in Secs...4,

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

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

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

Section 5.2 Series Solution Near Ordinary Point

Section 5.2 Series Solution Near Ordinary Point DE Section 5.2 Series Solution Near Ordinary Point Page 1 of 5 Section 5.2 Series Solution Near Ordinary Point We are interested in second order homogeneous linear differential equations with variable

More information

An Introduction to Bessel Functions

An Introduction to Bessel Functions An Introduction to R. C. Trinity University Partial Differential Equations Lecture 17 Bessel s equation Given p 0, the ordinary differential equation x 2 y + xy + (x 2 p 2 )y = 0, x > 0 is known as Bessel

More information

Fourier Analysis Partial Differential Equations (PDEs)

Fourier Analysis Partial Differential Equations (PDEs) PART C Fourier Analysis. Partial Differential Equations (PDEs) CHAPTER CHAPTER Fourier Analysis Partial Differential Equations (PDEs) Chapter and Chapter are directly related to each other in that Fourier

More information

Ordinary Differential Equations (ODEs)

Ordinary Differential Equations (ODEs) c01.tex 8/10/2010 22: 55 Page 1 PART A Ordinary Differential Equations (ODEs) Chap. 1 First-Order ODEs Sec. 1.1 Basic Concepts. Modeling To get a good start into this chapter and this section, quickly

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

Series Solution of Linear Ordinary Differential Equations

Series Solution of Linear Ordinary Differential Equations Series Solution of Linear Ordinary Differential Equations Department of Mathematics IIT Guwahati Aim: To study methods for determining series expansions for solutions to linear ODE with variable coefficients.

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

1 Series Solutions Near Regular Singular Points

1 Series Solutions Near Regular Singular Points 1 Series Solutions Near Regular Singular Points All of the work here will be directed toward finding series solutions of a second order linear homogeneous ordinary differential equation: P xy + Qxy + Rxy

More information

swapneel/207

swapneel/207 Partial differential equations Swapneel Mahajan www.math.iitb.ac.in/ swapneel/207 1 1 Power series For a real number x 0 and a sequence (a n ) of real numbers, consider the expression a n (x x 0 ) n =

More information

12.7 Heat Equation: Modeling Very Long Bars.

12.7 Heat Equation: Modeling Very Long Bars. 568 CHAP. Partial Differential Equations (PDEs).7 Heat Equation: Modeling Very Long Bars. Solution by Fourier Integrals and Transforms Our discussion of the heat equation () u t c u x in the last section

More information

Series Solutions Near a Regular Singular Point

Series Solutions Near a Regular Singular Point Series Solutions Near a Regular Singular Point MATH 365 Ordinary Differential Equations J. Robert Buchanan Department of Mathematics Fall 2018 Background We will find a power series solution to the equation:

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

SOLUTIONS ABOUT ORDINARY POINTS

SOLUTIONS ABOUT ORDINARY POINTS 238 CHAPTER 6 SERIES SOLUTIONS OF LINEAR EQUATIONS In Problems 23 and 24 use a substitution to shift the summation index so that the general term of given power series involves x k. 23. nc n x n2 n 24.

More information

Differential Equations

Differential Equations Differential Equations Problem Sheet 1 3 rd November 2011 First-Order Ordinary Differential Equations 1. Find the general solutions of the following separable differential equations. Which equations are

More information

Power series solutions for 2nd order linear ODE s (not necessarily with constant coefficients) a n z n. n=0

Power series solutions for 2nd order linear ODE s (not necessarily with constant coefficients) a n z n. n=0 Lecture 22 Power series solutions for 2nd order linear ODE s (not necessarily with constant coefficients) Recall a few facts about power series: a n z n This series in z is centered at z 0. Here z can

More 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

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

Diff. Eq. App.( ) Midterm 1 Solutions

Diff. Eq. App.( ) Midterm 1 Solutions Diff. Eq. App.(110.302) Midterm 1 Solutions Johns Hopkins University February 28, 2011 Problem 1.[3 15 = 45 points] Solve the following differential equations. (Hint: Identify the types of the equations

More information

LINEAR ALGEBRA. VECTOR CALCULUS

LINEAR ALGEBRA. VECTOR CALCULUS im7.qxd 9//5 :9 PM Page 5 Part B LINEAR ALGEBRA. VECTOR CALCULUS Part B consists of Chap. 7 Linear Algebra: Matrices, Vectors, Determinants. Linear Systems Chap. 8 Linear Algebra: Matrix Eigenvalue Problems

More information

Series Solutions. 8.1 Taylor Polynomials

Series Solutions. 8.1 Taylor Polynomials 8 Series Solutions 8.1 Taylor Polynomials Polynomial functions, as we have seen, are well behaved. They are continuous everywhere, and have continuous derivatives of all orders everywhere. It also turns

More information

FROBENIUS SERIES SOLUTIONS

FROBENIUS SERIES SOLUTIONS FROBENIUS SERIES SOLUTIONS TSOGTGEREL GANTUMUR Abstract. We introduce the Frobenius series method to solve second order linear equations, and illustrate it by concrete examples. Contents. Regular singular

More information

Second-Order Linear ODEs

Second-Order Linear ODEs Chap. 2 Second-Order Linear ODEs Sec. 2.1 Homogeneous Linear ODEs of Second Order On pp. 45-46 we extend concepts defined in Chap. 1, notably solution and homogeneous and nonhomogeneous, to second-order

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

1 Boas, problem p.564,

1 Boas, problem p.564, Physics 6C Solutions to Homewor Set # Fall 0 Boas, problem p.564,.- Solve the following differential equations by series and by another elementary method and chec that the results agree: xy = xy +y ()

More information

MATH 241 Practice Second Midterm Exam - Fall 2012

MATH 241 Practice Second Midterm Exam - Fall 2012 MATH 41 Practice Second Midterm Exam - Fall 1 1. Let f(x = { 1 x for x 1 for 1 x (a Compute the Fourier sine series of f(x. The Fourier sine series is b n sin where b n = f(x sin dx = 1 = (1 x cos = 4

More information

1 A complete Fourier series solution

1 A complete Fourier series solution Math 128 Notes 13 In this last set of notes I will try to tie up some loose ends. 1 A complete Fourier series solution First here is an example of the full solution of a pde by Fourier series. Consider

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

ODE. Philippe Rukimbira. Department of Mathematics Florida International University PR (FIU) MAP / 92

ODE. Philippe Rukimbira. Department of Mathematics Florida International University PR (FIU) MAP / 92 ODE Philippe Rukimbira Department of Mathematics Florida International University PR (FIU) MAP 2302 1 / 92 4.4 The method of Variation of parameters 1. Second order differential equations (Normalized,

More information

Algebraic. techniques1

Algebraic. techniques1 techniques Algebraic An electrician, a bank worker, a plumber and so on all have tools of their trade. Without these tools, and a good working knowledge of how to use them, it would be impossible for them

More information

ODE Homework Series Solutions Near an Ordinary Point, Part I 1. Seek power series solution of the equation. n(n 1)a n x n 2 = n=0

ODE Homework Series Solutions Near an Ordinary Point, Part I 1. Seek power series solution of the equation. n(n 1)a n x n 2 = n=0 ODE Homework 6 5.2. Series Solutions Near an Ordinary Point, Part I 1. Seek power series solution of the equation y + k 2 x 2 y = 0, k a constant about the the point x 0 = 0. Find the recurrence relation;

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

The method of Fröbenius

The method of Fröbenius Note III.5 1 1 April 008 The method of Fröbenius For the general homogeneous ordinary differential equation y (x) + p(x)y (x) + q(x)y(x) = 0 (1) the series method works, as in the Hermite case, where both

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

Series Solutions of Linear ODEs

Series Solutions of Linear ODEs Chapter 2 Series Solutions of Linear ODEs This Chapter is concerned with solutions of linear Ordinary Differential Equations (ODE). We will start by reviewing some basic concepts and solution methods for

More information

On an Eigenvalue Problem Involving Legendre Functions by Nicholas J. Rose North Carolina State University

On an Eigenvalue Problem Involving Legendre Functions by Nicholas J. Rose North Carolina State University On an Eigenvalue Problem Involving Legendre Functions by Nicholas J. Rose North Carolina State University njrose@math.ncsu.edu 1. INTRODUCTION. The classical eigenvalue problem for the Legendre Polynomials

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

Higher-order ordinary differential equations

Higher-order ordinary differential equations Higher-order ordinary differential equations 1 A linear ODE of general order n has the form a n (x) dn y dx n +a n 1(x) dn 1 y dx n 1 + +a 1(x) dy dx +a 0(x)y = f(x). If f(x) = 0 then the equation is called

More information

Practice Final Exam Solutions

Practice Final Exam Solutions Important Notice: To prepare for the final exam, study past exams and practice exams, and homeworks, quizzes, and worksheets, not just this practice final. A topic not being on the practice final does

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

Partial Differential Equations (PDEs)

Partial Differential Equations (PDEs) C H A P T E R Partial Differential Equations (PDEs) 5 A PDE is an equation that contains one or more partial derivatives of an unknown function that depends on at least two variables. Usually one of these

More information

OR MSc Maths Revision Course

OR MSc Maths Revision Course OR MSc Maths Revision Course Tom Byrne School of Mathematics University of Edinburgh t.m.byrne@sms.ed.ac.uk 15 September 2017 General Information Today JCMB Lecture Theatre A, 09:30-12:30 Mathematics revision

More information

The Method of Frobenius

The Method of Frobenius The Method of Frobenius Department of Mathematics IIT Guwahati If either p(x) or q(x) in y + p(x)y + q(x)y = 0 is not analytic near x 0, power series solutions valid near x 0 may or may not exist. If either

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

Second-order ordinary differential equations Special functions, Sturm-Liouville theory and transforms R.S. Johnson

Second-order ordinary differential equations Special functions, Sturm-Liouville theory and transforms R.S. Johnson Second-order ordinary differential equations Special functions, Sturm-Liouville theory and transforms R.S. Johnson R.S. Johnson Second-order ordinary differential equations Special functions, Sturm-Liouville

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

Mathematics 136 Calculus 2 Everything You Need Or Want To Know About Partial Fractions (and maybe more!) October 19 and 21, 2016

Mathematics 136 Calculus 2 Everything You Need Or Want To Know About Partial Fractions (and maybe more!) October 19 and 21, 2016 Mathematics 36 Calculus 2 Everything You Need Or Want To Know About Partial Fractions (and maybe more!) October 9 and 2, 206 Every rational function (quotient of polynomials) can be written as a polynomial

More information

Solving Differential Equations Using Power Series

Solving Differential Equations Using Power Series LECTURE 25 Solving Differential Equations Using Power Series We are now going to employ power series to find solutions to differential equations of the form (25.) y + p(x)y + q(x)y = 0 where the functions

More information

Solving Differential Equations Using Power Series

Solving Differential Equations Using Power Series LECTURE 8 Solving Differential Equations Using Power Series We are now going to employ power series to find solutions to differential equations of the form () y + p(x)y + q(x)y = 0 where the functions

More information

Mathematics 324 Riemann Zeta Function August 5, 2005

Mathematics 324 Riemann Zeta Function August 5, 2005 Mathematics 324 Riemann Zeta Function August 5, 25 In this note we give an introduction to the Riemann zeta function, which connects the ideas of real analysis with the arithmetic of the integers. Define

More information

Bessel s and legendre s equations

Bessel s and legendre s equations Chapter 12 Bessel s and legendre s equations 12.1 Introduction Many linear differential equations having variable coefficients cannot be solved by usual methods and we need to employ series solution method

More information

4 Power Series Solutions: Frobenius Method

4 Power Series Solutions: Frobenius Method 4 Power Series Solutions: Frobenius Method Now the ODE adventure takes us to series solutions for ODEs, a technique A & W, that is often viable, valuable and informative. These can be readily applied Sec.

More information

INFINITE SEQUENCES AND SERIES

INFINITE SEQUENCES AND SERIES 11 INFINITE SEQUENCES AND SERIES INFINITE SEQUENCES AND SERIES In section 11.9, we were able to find power series representations for a certain restricted class of functions. INFINITE SEQUENCES AND SERIES

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

8.5 Taylor Polynomials and Taylor Series

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

More information

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

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

Math 300 Winter 2011 Advanced Boundary Value Problems I. Bessel s Equation and Bessel Functions

Math 300 Winter 2011 Advanced Boundary Value Problems I. Bessel s Equation and Bessel Functions Math 3 Winter 2 Avance Bounary Value Problems I Bessel s Equation an Bessel Functions Department of Mathematical an Statistical Sciences University of Alberta Bessel s Equation an Bessel Functions We use

More information

Legendre s Equation. PHYS Southern Illinois University. October 18, 2016

Legendre s Equation. PHYS Southern Illinois University. October 18, 2016 Legendre s Equation PHYS 500 - Southern Illinois University October 18, 2016 PHYS 500 - Southern Illinois University Legendre s Equation October 18, 2016 1 / 11 Legendre s Equation Recall We are trying

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

Lecture 4: Frobenius Series about Regular Singular Points

Lecture 4: Frobenius Series about Regular Singular Points Introductory lecture notes on Partial Differential Equations - c Anthony Peirce. Not to be copied, used, or revised without explicit written permission from the copyright owner. 1 Lecture 4: Frobenius

More information

1 + lim. n n+1. f(x) = x + 1, x 1. and we check that f is increasing, instead. Using the quotient rule, we easily find that. 1 (x + 1) 1 x (x + 1) 2 =

1 + lim. n n+1. f(x) = x + 1, x 1. and we check that f is increasing, instead. Using the quotient rule, we easily find that. 1 (x + 1) 1 x (x + 1) 2 = Chapter 5 Sequences and series 5. Sequences Definition 5. (Sequence). A sequence is a function which is defined on the set N of natural numbers. Since such a function is uniquely determined by its values

More information

a x a y = a x+y a x a = y ax y (a x ) r = a rx and log a (xy) = log a (x) + log a (y) log a ( x y ) = log a(x) log a (y) log a (x r ) = r log a (x).

a x a y = a x+y a x a = y ax y (a x ) r = a rx and log a (xy) = log a (x) + log a (y) log a ( x y ) = log a(x) log a (y) log a (x r ) = r log a (x). You should prepare the following topics for our final exam. () Pre-calculus. (2) Inverses. (3) Algebra of Limits. (4) Derivative Formulas and Rules. (5) Graphing Techniques. (6) Optimization (Maxima and

More information

8.7 MacLaurin Polynomials

8.7 MacLaurin Polynomials 8.7 maclaurin polynomials 67 8.7 MacLaurin Polynomials In this chapter you have learned to find antiderivatives of a wide variety of elementary functions, but many more such functions fail to have an antiderivative

More information

Georgia Department of Education Common Core Georgia Performance Standards Framework CCGPS Advanced Algebra Unit 2

Georgia Department of Education Common Core Georgia Performance Standards Framework CCGPS Advanced Algebra Unit 2 Polynomials Patterns Task 1. To get an idea of what polynomial functions look like, we can graph the first through fifth degree polynomials with leading coefficients of 1. For each polynomial function,

More information

Second-Order Linear ODEs

Second-Order Linear ODEs C0.tex /4/011 16: 3 Page 13 Chap. Second-Order Linear ODEs Chapter presents different types of second-order ODEs and the specific techniques on how to solve them. The methods are systematic, but it requires

More information

CYK\2010\PH402\Mathematical Physics\Tutorial Find two linearly independent power series solutions of the equation.

CYK\2010\PH402\Mathematical Physics\Tutorial Find two linearly independent power series solutions of the equation. CYK\010\PH40\Mathematical Physics\Tutorial 1. Find two linearly independent power series solutions of the equation For which values of x do the series converge?. Find a series solution for y xy + y = 0.

More information

SOLVED PROBLEMS ON TAYLOR AND MACLAURIN SERIES

SOLVED PROBLEMS ON TAYLOR AND MACLAURIN SERIES SOLVED PROBLEMS ON TAYLOR AND MACLAURIN SERIES TAYLOR AND MACLAURIN SERIES Taylor Series of a function f at x = a is ( f k )( a) ( x a) k k! It is a Power Series centered at a. Maclaurin Series of a function

More information

Ma 530 Power Series II

Ma 530 Power Series II Ma 530 Power Series II Please note that there is material on power series at Visual Calculus. Some of this material was used as part of the presentation of the topics that follow. Operations on Power Series

More information

Assignment. Disguises with Trig Identities. Review Product Rule. Integration by Parts. Manipulating the Product Rule. Integration by Parts 12/13/2010

Assignment. Disguises with Trig Identities. Review Product Rule. Integration by Parts. Manipulating the Product Rule. Integration by Parts 12/13/2010 Fitting Integrals to Basic Rules Basic Integration Rules Lesson 8.1 Consider these similar integrals Which one uses The log rule The arctangent rule The rewrite with long division principle Try It Out

More information

Infinite series, improper integrals, and Taylor series

Infinite series, improper integrals, and Taylor series Chapter 2 Infinite series, improper integrals, and Taylor series 2. Introduction to series In studying calculus, we have explored a variety of functions. Among the most basic are polynomials, i.e. functions

More information

Leibniz never thought of the derivative as a limit. This does not appear until the work of d Alembert.

Leibniz never thought of the derivative as a limit. This does not appear until the work of d Alembert. IV. Derivatives (2) Leibniz never thought of the derivative as a limit. This does not appear until the work of d Alembert. 22. Derivatives Defined 22.1. Other notations http://www.gap-system.org/ history/biographies/leibniz.html

More information

Georgia Tech PHYS 6124 Mathematical Methods of Physics I

Georgia Tech PHYS 6124 Mathematical Methods of Physics I Georgia Tech PHYS 612 Mathematical Methods of Physics I Instructor: Predrag Cvitanović Fall semester 2012 Homework Set #5 due October 2, 2012 == show all your work for maximum credit, == put labels, title,

More information

16.4. Power Series. Introduction. Prerequisites. Learning Outcomes

16.4. Power Series. Introduction. Prerequisites. Learning Outcomes Power Series 6.4 Introduction In this Section we consider power series. These are examples of infinite series where each term contains a variable, x, raised to a positive integer power. We use the ratio

More information

Equations with regular-singular points (Sect. 5.5).

Equations with regular-singular points (Sect. 5.5). Equations with regular-singular points (Sect. 5.5). Equations with regular-singular points. s: Equations with regular-singular points. Method to find solutions. : Method to find solutions. Recall: The

More information

Section 8.2: Integration by Parts When you finish your homework, you should be able to

Section 8.2: Integration by Parts When you finish your homework, you should be able to Section 8.2: Integration by Parts When you finish your homework, you should be able to π Use the integration by parts technique to find indefinite integral and evaluate definite integrals π Use the tabular

More information

CHAPTER 3 POTENTIALS 10/13/2016. Outlines. 1. Laplace s equation. 2. The Method of Images. 3. Separation of Variables. 4. Multipole Expansion

CHAPTER 3 POTENTIALS 10/13/2016. Outlines. 1. Laplace s equation. 2. The Method of Images. 3. Separation of Variables. 4. Multipole Expansion CHAPTER 3 POTENTIALS Lee Chow Department of Physics University of Central Florida Orlando, FL 32816 Outlines 1. Laplace s equation 2. The Method of Images 3. Separation of Variables 4. Multipole Expansion

More information

Series Solutions of Differential Equations

Series Solutions of Differential Equations Chapter 6 Series Solutions of Differential Equations In this chapter we consider methods for solving differential equations using power series. Sequences and infinite series are also involved in this treatment.

More information

THE METHOD OF FROBENIUS WITHOUT THE MESS AND THE MYSTERY. William F. Trench Trinity University San Antonio, Texas 1

THE METHOD OF FROBENIUS WITHOUT THE MESS AND THE MYSTERY. William F. Trench Trinity University San Antonio, Texas 1 THE METHO OF FROBENIUS WITHOUT THE MESS AN THE MYSTERY William F. Trench Trinity University San Antonio, Texas Introduction In this note we try to simplify a messy topic usually covered in an elementary

More information

An Introduction to Bessel Functions

An Introduction to Bessel Functions An Introduction to R. C. Trinity University Partial Differential Equations March 25, 2014 Bessel s equation Given p 0, the ordinary differential equation x 2 y +xy +(x 2 p 2 )y = 0, x > 0 (1) is known

More information

Ordinary differential equations Notes for FYS3140

Ordinary differential equations Notes for FYS3140 Ordinary differential equations Notes for FYS3140 Susanne Viefers, Dept of Physics, University of Oslo April 4, 2018 Abstract Ordinary differential equations show up in many places in physics, and these

More information

Power series and Taylor series

Power series and Taylor series Power series and Taylor series D. DeTurck University of Pennsylvania March 29, 2018 D. DeTurck Math 104 002 2018A: Series 1 / 42 Series First... a review of what we have done so far: 1 We examined series

More information

ENGI 9420 Lecture Notes 8 - PDEs Page 8.01

ENGI 9420 Lecture Notes 8 - PDEs Page 8.01 ENGI 940 ecture Notes 8 - PDEs Page 8.0 8. Partial Differential Equations Partial differential equations (PDEs) are equations involving functions of more than one variable and their partial derivatives

More information

Problem Set 8 Mar 5, 2004 Due Mar 10, 2004 ACM 95b/100b 3pm at Firestone 303 E. Sterl Phinney (2 pts) Include grading section number

Problem Set 8 Mar 5, 2004 Due Mar 10, 2004 ACM 95b/100b 3pm at Firestone 303 E. Sterl Phinney (2 pts) Include grading section number Problem Set 8 Mar 5, 24 Due Mar 1, 24 ACM 95b/1b 3pm at Firestone 33 E. Sterl Phinney (2 pts) Include grading section number Useful Readings: For Green s functions, see class notes and refs on PS7 (esp

More information

GEORGE ANDROULAKIS THE 7 INDETERMINATE FORMS OF LIMITS : usually we use L Hospital s rule. Two important such limits are lim

GEORGE ANDROULAKIS THE 7 INDETERMINATE FORMS OF LIMITS : usually we use L Hospital s rule. Two important such limits are lim MATH 4 (CALCULUS II) IN ORDER TO OBTAIN A PERFECT SCORE IN ANDROULAKIS MATH 4 CLASS YOU NEED TO MEMORIZE THIS HANDOUT AND SOLVE THE ASSIGNED HOMEWORK ON YOUR OWN GEORGE ANDROULAKIS TRIGONOMETRY θ sin(θ)

More information

JUST THE MATHS UNIT NUMBER 1.5. ALGEBRA 5 (Manipulation of algebraic expressions) A.J.Hobson

JUST THE MATHS UNIT NUMBER 1.5. ALGEBRA 5 (Manipulation of algebraic expressions) A.J.Hobson JUST THE MATHS UNIT NUMBER 1.5 ALGEBRA 5 (Manipulation of algebraic expressions) by A.J.Hobson 1.5.1 Simplification of expressions 1.5.2 Factorisation 1.5.3 Completing the square in a quadratic expression

More information

AS PURE MATHS REVISION NOTES

AS PURE MATHS REVISION NOTES AS PURE MATHS REVISION NOTES 1 SURDS A root such as 3 that cannot be written exactly as a fraction is IRRATIONAL An expression that involves irrational roots is in SURD FORM e.g. 2 3 3 + 2 and 3-2 are

More information

Lecture Notes on. Differential Equations. Emre Sermutlu

Lecture Notes on. Differential Equations. Emre Sermutlu Lecture Notes on Differential Equations Emre Sermutlu ISBN: Copyright Notice: To my wife Nurten and my daughters İlayda and Alara Contents Preface ix 1 First Order ODE 1 1.1 Definitions.............................

More information