Chapter 6 Series Solutions of Linear Equations 1 NCCU Wireless Comm. Lab. Outline Using power series to solve a differential equation. First, we should decide the point we choose to be the expanding point that is ordinary or not. If the point is not an ordinary point, decide it a regular or irregular singular point, then use the Frobenius’ series to solve the problem. Introduce the Bessel equation and the Legendre’s equation. 2 NCCU Wireless Comm. Lab. Introduction In applications, higher order linear equations with variable coefficients are just as important as, if not more important than, differential equations with constant coefficient. Considering a equation y xy 0, it does not possess elementary solutions. But we can find two linear independent solutions of y xy 0 by using the series expansion. 3 NCCU Wireless Comm. Lab. 6.1 Solutions About Ordinary Points In section 4.7, without understanding that the most higher-order ordinary equations with variable coefficients cannot be solved in terms of elementary functions. The usual strategy for solving differential equations of this sort is to assume a solution in the form of an infinite series and proceed in a manner similar to the method of undetermined coefficients. 4 NCCU Wireless Comm. Lab. 6.1.1 Review of Power Series Definition A power series in x a is an infinite series of the form c 0 c1 ( x a ) c 2 ( x a ) 2 c (x a) n n n 0 Such a series is also said to be a power series centered at a. For example, the power series c n ( x 1) n is centered at a =1. n0 Convergence A power series c n ( x a ) n is convergent at a specified value of x if its n0 sequence of partial sums S N ( x ) converges- that is, N lim S x lim c N N ( x a ) constant. n n N n0 If the limit does not exist at x, the series is said to be divergent. 5 NCCU Wireless Comm. Lab. Interval of Convergence Every power series has an interval of convergence. The interval of convergence is the set of all real number x for which the series converges. Note: We will use the ratio test to see the series is convergence or divergence for x x the region of R , w here R w ill be defined im m edia tely Radius of Convergence and R is the radius of convergence . As we mentioned that the R is assigned to be an interval boundary to check the series for its convergence property and R is also called the radius of convergence. What’s the meaning for the value R? It means a distance from the point x to the nearest singular point.(see in Theorem 6.1) Bringing a concept, the singular point possess between convergent and divergent region. 6 NCCU Wireless Comm. Lab. If R 0, then a power series c diverges for x a R . n (x a) n converges for xa R and n0 For example, if the series converges for x=a or for all x, then R is equal to 0 or . Recall that xa R is equivalent to a R x a R. Note: A power series may or may not converge at the endpoints a-R or a+R of this interval. Absolute Convergence Within its interval of convergence a power series converges absolutely. cn ( x a ) n co n verg es , w h ere a R x a R . n0 7 NCCU Wireless Comm. Lab. Ratio test Convergence of a power series c n ( x a ) can often be determined by n0 the ratio test. n Suppose that c n 0 , n and that lim n c n 1 ( x a ) cn ( x a ) n 1 n xa lim n c n 1 L. cn If L<1 the series converges absolutely, if L>1 the series diverges, and if L=1 the test is inconclusive. 8 NCCU Wireless Comm. Lab. Example: A power series n0 ( x 5) 4 ( n 1) n ( x 5) lim 4 n 1 , the ratio test gives n 1 (n 2) ( x 5) n n n x 5 lim n 4 ( n 1) ( n 1) 4(n 2) 1 x 5 ( L ); 4 n The series converges absolutely for 1 4 x5 1 (L<1), we get 1 x 9 . The series diverges for L>1, that is x 9 o r x 1 . Test for the convergence of the boundary for x=1 or 9. n0 (4) 4 ( n 1) n n 1 (4) n0 ( 1) n 1 n ( n 1) n 4 ( n 1) n n 1 ( n 1) S o th e in t e r v a l o f fo r x 1, it w ill c o n v e r g e . fo r x 9 , it w ill d iv e r g e . convergence of 9 th e s e r ie s is [1, 9 ). NCCU Wireless Comm. Lab. A Power Series Defines a Function A power series defines a function f ( x ) c ( x a ) whose domain is the interval of convergence of the series. If the radius of the convergence is R>0, then f is continuous, differential, and integrable on the interval ( a R , a R ). Thus, f ( x ) and f ( x ) dx can be found by term-by-term differentiation and integration. n n n0 If y c n x n is a power series in x, then the first two derivatives are n0 S in ce y c 0 c1 x c 2 x cn x 2 n c n x n n0 S o y c1 2 c 2 x ncn x n 1 nc n x n 1 n 1 y 2 c 2 3 2 c 3 x n ( n 1) c n x n2 n ( n 1) c n x n2 . n2 It will be useful to substitute y , y , and y 10 into the 2 n d differential equation. NCCU Wireless Comm. Lab. Identity Property c If ( x a ) 0, R 0 fo r a ll n u m b ers x in th e in terval o f co n verg en ce , n n n0 th en c n 0 n . Analytic at a Point A function f is analytic at a point a if it can be represented by a power series in x-a with a positive or infinite radius of convergence. For example, e x 1 x x 2 2! co s x 1 x x n ( 1) n 2! sin x x x x ( 1) n2 and integrable in the interval of convergence . n! x F or analytic , the function is continuous , differ ential , n 2n 2n! 3 3! n0 2 n! x n0 2 n 1 ( 2 n 1) ! ( 1) x n0 n 2n 2n! ( 1) n2 x 2 n 1 ( 2 n 1) ! fo r x . T h ese T a ylo r series cen tere d a t 0, ca lled M a cla u rin series , sh o w th a t e , co s x , a n d sin x a re a n a lytic a t x 0 . x 11 NCCU Wireless Comm. Lab. Arithmetic of Power Series Power series can be combined through the operations of addition, multiplication, and division. Example: U sin g th e series ex p an sio n to d escrib e th e sin x co s x sin x co s x ( 1) (x 3 ( 1) x 3 3 x 5 20 2 n 1 n2 x x m0 x 2m 2m ! 2 n 1 ( 2 n 1) ! 3! x x ( 2 n 1) ! n0 x n2 ) (1 x 2 2! x 2n ) 2n! 7 x, x . 252 It is o b vio u s th a t th e p o w er series sin x co s x co n verg es o n th e sa m e in terval. 12 NCCU Wireless Comm. Lab. Shifting the Summation Index It is important to combine two or more summations with different index, so it may need to shift the summation index. You may see the rule by the following example. Example 1:Adding Two Power Series W r ite n ( n 1) c n x n2 n2 c n x n 1 n 0 ( If y cn x n is a T a y lo r s e r ie s a t c e n te r e d p o in t 0 , th e s u b je c t n0 is lik in g to c o m b in e th e y x y .) F r o m th e o r ig in a l s u b je c t , s ta r t fr o m x s ta r t fr o m x 0 s ta r t fr o m x n2 n ( n 1) c n x cn x s ta r t fr o m x w ith n 3 1 n2 1 w ith n 0 n 1 2 c2 x n0 0 n3 13 n ( n 1) c n x 1 n2 cn x n 1 n0 NCCU Wireless Comm. Lab. n ( n 1) c C onsidering the term of n x n2 n3 n ( n 1) c n x n3 c n x n 1 n0 [( k 3)( k 2 )c k 3 n x n 1 let k n ( k 3)( k 2 ) c k 3 x k 1 k 0 c let k n - 3 n2 n0 ck ] x c k x k 1 k 0 k 1 k 0 n ( n 1) c n x n2 n2 c n x n 1 2c2 n0 [( k 3)( k 2 )c k 3 ck ]x k 1 k 0 N ote : F or the shifting sum m ation approach , St ep 1.Y ou m ay figure out the m inim um order of each com ponent , then take the term s out from the sum m ation . Step 2. Substitute a new index to the old one for prep aring to com bin e the sum m ation . Step 3.C reate a new sum m ation for the original sub ject . 14 NCCU Wireless Comm. Lab. 6.1.2 Power Series Solutions Definition 6.1 Ordinary and Singular Points A point x 0 is said to be an ordinary point of the differential equation a ( x ) y a ( x ) y a ( x ) y 0, if both P(x) and Q(x) in the standard form y P ( x ) y Q ( x ) y 0 are analytic at x 0 . A point that is not an ordinary point is said to be a singular point of the equation. 2 1 0 F or a n a lytic , it m e a n s th a t a 2 ( x ) 0 in y Considering the differential equation – a1 ( x ) y a2 ( x) y cos x y e y 0 x a0 ( x ) y 0. a2 ( x) and y ln x y e y 0. x y cos x y e y 0 y ln x y e y 0 F or y cos x y e y 0 F or y ln x y e y 0 P ( x ) cos x , Q ( x ) e P ( x ) ln x , Q ( x ) e x x x x x x x 0 is the ordinary point, x 0 is a singular point, because P ( x ) and Q ( x ) are analytic . because P ( x ) is not a nalyti c . 15 NCCU Wireless Comm. Lab. Polynomial Coefficients A polynom ial is analytic at any value x , and a rational function is analytic except at points w here its denom inator is zero . T hus if a 2 ( x ), a 1 ( x ), ,and a 0 ( x ) are polynom ials w ith no com m on factors, then both rational function P (x)= a1( x) and Q (x)= a2 ( x) a 0 ( x) are analytic except a2 ( x) w here a 2 ( x ) 0. F or x x 0 is an ordinary point of a 2 ( x ) y a 1 ( x ) y a 0 ( x ) y 0, if a 2 ( x 0 ) 0, w hereas x x 0 is a singular point of a 2 ( x ) y a1 ( x ) y a 0 ( x ) y 0, if a 2 ( x 0 ) 0. 16 NCCU Wireless Comm. Lab. E xam ple : If the equation is ( x 1)( x 3) y ( x 1) y ( x 1)( x 3) y 0 2 2 C onsider for the ordinary and singular points. T he original equation can be rew ritten to y ( x 1) ( x 1)( x 3) 2 2 y ( x 1)( x 3) ( x 1)( x 3) 2 2 y 0. 1. F or a 2 ( x ) ( x 1)( x 3) , let a 2 ( x ) 0 to calculate the possible point that m a ke the function 2 2 not analytic , so x 1, -3. 2. P ( x ) Q ( x) ( x 1) ( x 1)( x 3) 2 2 ( x 1)( x 3) ( x 1)( x 3) 2 2 1 ( x 1)( x 3) 1 x 1 3.C om bining 1 and 2. So x 1, -3 are the singular point for this function . N ote : x 1, -3 are also called the regular singular point in D efinition 6.2. 17 NCCU Wireless Comm. Lab. Theorem 6.1 Existence of Power Series Solutions If x x0 is an ordinary point of the differential equation a 2 ( x ) y a1 ( x ) y a 0 ( x ) y 0, we can always find two linearly independent solutions in the form of a power series centered at x 0 -that is, y c (x x0 ) . n n A series solution converges at least on some interval n 0 defined by x singular point. x0 R , A solution of the form whereas R is the distance from x 0 to the closest y c n ( x x0 ) n is said to be a solution about the ordinary point n0 x0 . 18 NCCU Wireless Comm. Lab. Example 2. Power Series Solutions Solve y xy 0. T h ere a re n o fin ite sin gu lar p oin ts, T h eo rem 6 .1 g u a ra n tees tw o p o w er series so lu tio n s cen tered a t 0, co n verg en t fo r x . S u b stitu tin g y cn x n a n d y n0 c n n ( n - 1) x n -2 in to th e n2 d ifferen tia l eq u a tio n . y xy c n n ( n - 1) x n -2 n2 let k n -3 fo r th e sec o n d term let k n and fo r th e th ird term 2 c2 2 c2 x 0 cn x n 1 n0 2 c2 x 0 c k 3 ( k 3)( k 2 ) x k 0 ( k 3)( k 2 ) c k 3 c k x k 1 c n n ( n - 1) x n -2 n3 k 1 ck x cn x n 1 n0 k 1 k 0 0 k 0 19 NCCU Wireless Comm. Lab. x, x s a tis fie s 2 c 2 (k 3)( k 2 ) c k 3 c k x k 1 0. k 0 W e s h o u ld le t 2 c 2 0 a n d ( k 3)( k 2 ) c k 3 c k 0 , w h e r e k 0 , 1, 2 , So w e get c2 0 and ck 3 S u b s titu te th e v a lu e o f k 0 , c3 k 1, c 4 k 2 , c5 k 3, c 6 k 4, c7 k 5, c 8 c0 23 c1 43 c2 5 4 c3 65 c4 76 c5 8 7 ck ( k 3)( k 2 ) , k 0 , 1, 2 . . k in to th e r e c u r s iv e te r m , c0 6 c1 12 0 0 20 c c0 0 30 6 180 c c1 1 42 12 504 c 2 0 56 20 1 1 1 20 NCCU Wireless Comm. Lab. (k S o w e r e c o n s tr u c t th e te r m 3)( k 2 ) c k 3 c k x k 1 k 0 x x c0 1 6 180 3 to b e th e fo r m o f 6 x x c x 1 12 504 4 7 W e s u b s titu e it in to th e o r ig in s e r ie s y c n n x . n0 x x S o , w e g e t y c0 1 6 180 3 x x c1 x 12 504 6 4 7 . A n o th e r d e s c r ip tio n o f y c 0 y 1 ( x ) c 1 y 2 ( x ), w e g e t y1 ( x ) 1 n 1 ( 1) 2 3 y2 ( x ) x n 1 n ( 3 n 1) 3 n ( 1) 34 x 3n 2 n ( 3 n )( 3 n 1) 21 x 3 n 1 NCCU Wireless Comm. Lab. Example 3. Power Series Solution Solve ( x 1) y xy y 0. 2 T h ere sh o w s sin g u lar p o in ts a t x i , a n d so th e p o w er series so lu tio n cen tered a t 0 w ill co n verg e a t lea st fo r x 1, w h ere 1 is th e d istan ce in th e co m p lex p la n e fro m th e o rig in to x i . S u b stitu in g y cn x n0 y n , y nc n x n 1 , and n 1 c n n ( n -1) x n -2 in to th e d ifferen tia l eq u a tio n . n2 22 NCCU Wireless Comm. Lab. ( x 1) y xy y 2 n2 c n n ( n -1) x c n n ( n -1) x n n2 (2 c 2 c 0 ) x (6 c 3 c1 c1 ) x 0 1 c n n ( n -1) x let k n for another sum m ations 2 c 2 c0 6 c3 x 1 k 2 2 c 2 c0 6 c3 x nc n x cn x n n0 n 1 c n n ( n -1) x n -2 n4 nc x n n cn x n n2 n2 c k k ( k -1) x c k 2 ( k 2) ( k 1) x kc k x c k x k k k k 2 1 n n n2 le t k n - 2 for the fourth term n -2 k ( k - 1) k 1 c k k 2 k 2 ( k 2)( k 1) c k 2 x 0 k k k 2 F or the equality of the equation to 0 x , x 1. W e have 2 c 2 c 0 0, 6 c 3 0, and c 0 2 c 2 , c 3 0, c k 2 - k ( k - 1) k 1 c k ( k 2)( k 1) c k 2 ( k 1)( k 1) ( k 2)( k 1) ck - k -1 k2 23 c k , k 2.3.4. 0, k= 2,3,4, . . NCCU Wireless Comm. Lab. B y itera tio n o f k , w e g et k 2, c 4 - 1 k 3, c 5 - 2 k 4, c 6 - 4 5 3 6 c2 - 11 1 c c0 0 42 8 c3 0 c4 - 1 1 1 c0 c0 2 8 16 k 5, c 7 0 S o w e rew ritten th e p o w er series y c n x n to y c 0 (1 n0 T h u s y1 ( x ) 1 1 2 x 2 ( 1) n2 n 1 13 5 ( 2 n 3) n x 1 2 x 2 1 x 4 8 ) c 1 x c 0 y 1 ( x ) c1 y 2 ( x ). 2n 2 n! y2 ( x) x , w h ere x 1 . 24 NCCU Wireless Comm. Lab. Example 4. Three-Term Recurrence Relation If we seek a power series solution y c n n ( n 1) x n2 c n n ( n 1) x n3 Let c cn x n k 2 n2 n 1 cn x n cn x n 1 n0 k n -2 cn x n0 n 1 2 c2 c0 for the differential equation n n0 ( 2 c2 c0 ) x x n2 0 n n0 y (1 x ) y 0. y (1 x ) y c k n k n 1 ( k 2 ) ( k 1) c k c k 1 x k 0 k 1 F o r th e e q u a lity x , W e get c2 1 2 x . c0 and ck 2 25 c k c k 1 ( k 2 ) ( k 1) k 1 .2 .3 . . NCCU Wireless Comm. Lab. Ite r a tin g th e v a lu e k in to th e r e c u r r e n c e r e la tio n 1 w ith th e c o n d itio n c 2 c1 c 0 k 1, c 3 32 c1 6 k 2, c4 k 3, c 5 4 3 c0 6 1 c 2 c1 c0 , 2 2 c 0 c1 12 c3 c 2 54 c1 c1 12 120 1 24 c0 c0 30 y cn x n n0 c 0 (1 1 2 x 2 1 6 x 3 1 24 x 4 1 x 5 ) c1 ( x 30 26 1 6 x 3 1 12 x 4 1 x 5 ). 120 NCCU Wireless Comm. Lab. Nonpolynomial Coefficients The next example illustrates how to find a power series solution about the ordinary point x 0 of a differential equation when its coefficients are not polynomials. 0 Example 5. ODE with Nonpolynomial Coefficients Solve y (cos x ) y 0. W e see th a t x 0 is a n o rd in a ry p o in t o f th e eq u a tio n , b eca u se w e kn o w co s x is a n a lytic a t x 0 . S u b stitu tin g y n0 co s x n0 ( 1) x n c n x , y n n ( n - 1) c n x n2 , and n2 2n in to th e eq u a tio n . 2n ! 27 NCCU Wireless Comm. Lab. y (cos x ) y n ( n - 1) c n x n2 n2 ( 1) x k 2k ! k 0 2 c 2 6 c 3 x 12 c 4 x 20 c 5 x 2 (1 3 2k 1 1 2 n n0 1 x 2 2 2 c 2 c 0 (6 c 3 c1 ) x (12 c 4 c 2 cn x 1 x 4 24 x )( c 0 c1 x c 2 x 6 2 720 c 0 ) x (20 c 5 c 3 2 1 2 c1 ) x 0. 1 c1 0, 3 ) F or the equality x , x . W e get 2 c 2 c 0 0, 6 c 3 c1 0, 12 c 4 c 2 So c 2 1 2 c0 , c3 1 6 y n0 c n x c 0 (1 n c1 , c 4 1 2 x 2 1 12 1 12 c0 , c5 x 4 1 30 1 2 c 0 0, 20 c 5 c 3 c1 , ) c1 ( x 28 2 . . 1 6 x 3 1 x 5 ). 30 NCCU Wireless Comm. Lab. Solution Curves y c x n The approximate graph of a power series solution can be n0 obtained in several ways. We can always resort to graphing the terms in the sequence of partial sums of the series—in other words, the graphs of the N n polynomials S N x cn x . n n0 For a large value of N, By this, SN x lim N is l arg e SN x N lim N is l arg e c n x n y. n0 N c n x n will give us some information about the n0 behavior of y(x) near the ordinary point. 29 NCCU Wireless Comm. Lab. Remarks Even though we can generate as many terms as desired in series solution y c x either through the use of a recurrence relation or, as in Example 4, by multiplication, it may not be possible to deduce any general term for the coefficients c n . We may have to settle, as we did in Example 4 and 5, for just writing out the first few terms of the series. n n n0 30 NCCU Wireless Comm. Lab. 6.2 Solutions About Singular Points The two differential equations y xy 0 and x y y 0 are similar only in that they are both examples of simple linear second-order equations with variable coefficients. 2 We saw in the preceding section that since x=0 is an ordinary point of the first equation, there is no problem in finding two linear independent power series solutions centered at that point. In the contrast, because x=0 is a singular point(which is defined in Definition 6.1) of the second ODE, finding two infinite series solutions of the equation about that point becomes a more difficult task. 31 NCCU Wireless Comm. Lab. Regular and Irregular Singular Points A sin gu la r p oin t a t x x 0 o f a lin e a r d iffe re n tia l e q u a tio n a 2 ( x ) y a 1 ( x ) y a 0 ( x ) y 0 is fu rth e r c la ssifie d a s e ith e r re g u la r o r irre g u la r . T h e c la ssific a tio n a g a in d e p e n d s o n th e fu n c tio n s P a n d Q in th e sta n d a rd fo rm y P ( x ) y Q ( x ) y 0 . N o te : W h e re P ( x ) a1 ( x ) and Q ( x ) a2 ( x) a0 ( x ) . a2 ( x) Definition 6.2 Regular and Irregular Singular Points A sin g u lar p o in t x 0 is sa id to b e a reg u la r sin g u lar p o in t o f th e d ifferen tia l eq u a tio n a 2 ( x ) y a1 ( x ) y a 0 ( x ) y 0, if th e fu n ctio n p ( x ) P ( x ) ( x - x 0 ) a n d q ( x ) Q ( x ) ( x - x 0 ) 2 a re b o th a n a lytic a t x 0 . A sin g u lar p o in t th a t is n o t reg u la r is sa id to b e a n irreg u la r sin g u lar p o in t o f th e eq u a tio n . 32 NCCU Wireless Comm. Lab. If x x 0 is a reg u la r sin g u lar p o in t o f th e d ifferen tia l eq u a tio n y P ( x ) y Q ( x ) 0, th en m u ltip lyin g ( x - x 0 ) 2 in b o th sid e , ( x - x 0 ) y ( x - x 0 ) P ( x ) y ( x - x 0 ) Q ( x ) y 0 ( x - x 0 ) y ( x - x 0 ) p ( x ) y q ( x ) y 0 . 2 2 2 2 F o r reg u la r sin g u lar p o in t p ( x ) P ( x ) ( x - x 0 ) a n d q ( x ) Q ( x ) ( x - x 0 ) 2 a re b o th a n a lytic a t x 0 . S o ( x - x 0 ) y ( x - x 0 ) p ( x ) y q ( x ) y 0, w h ere p a n d q a re a n a lytic a t th e p o in t x x 0 . 2 Example 1. Classification of Singular Points It s h o u ld b e c le a r th a t x 2 a n d x -2 a r e s in g u la r p o in ts o f (x 2 - 4) 2 y 3( x 2 ) y 5 y 0 . C o m p a r in g w ith th e g e n e r a l fo r m o f it is c le a r ly th a t P ( x ) 3( x 2 ) (x 2 - 4) B y th e e q u iv a le n t fo r m ( x - x 0 ) 2 2 y P ( x ) y Q ( x ) y 0 , 3 ( x 2) ( x 2) 2 5 and Q ( x) (x 2 - 4) 2 . y ( x - x 0 ) p ( x ) y q ( x ) y 0 , w h ere p ( x ) P ( x ) ( x - x0 ) a n d q ( x ) Q ( x ) ( x - x0 ) . 2 33 NCCU Wireless Comm. Lab. C h eckin g x 2 a n d x -2 is th e reg u la r o r irreg u la r sin g u lar p o in t. F irst if x 2, p ( x ) ( x - 2 ) P ( x ) 3 ( x 2) and q ( x) ( x - 2) Q ( x) 5 2 2 ( x 2) 2 . F ro m p ( x ) a n d q ( x ) a re a n a lytic a t x 2, so x 2 is a reg u la r sin g u lar p o in t. S eco n d if x -2, p ( x ) ( x 2 ) P ( x ) 3 ( x 2 )( x 2 ) and q ( x) ( x 2) Q ( x) 2 5 ( x 2) 2 . A lth o u g h q ( x ) is a n a lytic a t x -2, p ( x ) is n o t a n a lytic a t x -2 . C o m b in in g th ese co n d itio n s , x -2 is a n irreg u la r sin g u lar p o i n t. 34 NCCU Wireless Comm. Lab. Theorem 6.2 Frobenius’ Theorem If x x0 is a regular singular point of the differential equation a 2 ( x ) y a1 ( x ) y a 0 ( x ) y 0, then there exists at least one solution of the form y ( x x0 ) r c ( x x0 ) n n n0 c n ( x x0 ) nr , n0 where the number r is a constant to be determined. The series will converge at least on some interval 0 x x 0 R . If we consider a differential equation that has a regular singular point, n r into the DE like the approach then we can substitute y c (x x ) n 0 n0 we did before by using the power series to solve with the ordinary point. 35 NCCU Wireless Comm. Lab. Example 2. Two series solutions B eca u se x 0 is a reg u la r sin g u lar p o in t o f th e d ifferen tia l eq u a tio n 3 xy y - y 0, w e try to fin d a so lu tio n o f th e fo rm y c n x nr . n0 F ro m y c 0 x c1 x r y c 0 rx r 1 1 r cn x c1 (1 r ) x r nr , cn (n r ) x n r 1 (n r )c n x n r 1 n0 y c 0 r ( r 1) x r2 c1 (1 r ) rx r 1 c n ( n r )( n r 1) x nr2 c n ( n r )( n r 1) x nr2 , n0 n o w w e su b stitu te y , y , a n d y in to th e eq u a tio n . 3 xy y - y 3c n ( n r )( n r 1) x n0 3 r ( r 1) r c 0 x r 1 n r 1 (n r )c 3c n ( n r )( n r 1) x n r 1 n 1 let k n th fo r 4 term x n0 let k n -1 nd rd fo r 2 and 3 term n n r 1 r (3 r - 2 ) c 0 x r 1 c x (n r )c n x n r 1 n 1 ( k r 1)(3 k 3 r 1) c nr n0 n k 1 ck x c n x nr n0 kr 0 k 0 36 NCCU Wireless Comm. Lab. T his im plies r (3 r - 2) c 0 0 and ( k r 1)(3 k 3 r 1) c k 1 c k 0, k 0,1, 2, . If w e let c 0 0, w e w ill see the all term s in recursive term that w ill equal to zero , it ' s a trivial solutio n . So , w e choose r (3 r - 2) 0 a nd c k 1 If r1 0, c k 1 r2 2 3 ck ( k 1)(3 k 1) , c k 1 ( k 1)(3 k 5) , k 0,1, 2, . (2) F rom (2) w e get c1 c2 c0 c2 c3 c0 cn c3 168 c0 n ! 1 4 (3 n 2) . (1) c1 c 0 8 , k 0,1, 2, ( k r 1)(3 k 3 r 1) , k 0,1, 2, ck F rom (1) w e get ck cn c0 5 c0 80 c0 2640 c0 n ! 5 8 11 37 (3 n 2) . NCCU Wireless Comm. Lab. F rom each set contains the sam e coefficient c 0 , so w e om it the term . So w e find tw o independent solutions on the entired x - axis . y1 ( x ) x 1 0 y 2 ( x ) x 1 2 3 n 1 n 1 x (3 n 2) 1 n ! 1 4 n 1 n ! 5 8 11 n x . (3 n 2) B y the ratio test it can be dem onstrated that both y1 ( x ) and y 2 ( x ) converge for all finite values of x that is , x . H ence , by the superposition principle , y c1 y 1 ( x ) c 2 y 2 ( x ) is another solution of this differential equation . O n any interval not containing the origin , this linear com binition represents t he general solution of the differential equation . 38 NCCU Wireless Comm. Lab. Indicial Equation Equation r (3 r 2) 0 is called the indicial equation of the previous example, and the value r 0 and r 2 are called the indicial roots, or exponents, of 3 the singularity x=0. 1 2 In general, after substituting y c n x into the given n0 differential equation and simplifying, the indicial equation is a quadratic equation in r that results from equating the total coefficient of the lowest power of x to zero. nr We solve for the two values of r and substitute these value ck into a recurrence relation such as c k 1 ( k r 1)(3 k 3 r 1) . By Theorem 6.2, there is at least one solution of the assumed series form that can be found. 39 NCCU Wireless Comm. Lab. Example for Indicial Equation 2 F rom y P ( x ) y Q ( x ) y 0, if w e m ultiply x on both side , w e get x y x xP ( x ) y x Q ( x ) y 0. 2 2 A s the previous concept , w e know that the p ( x ) xP ( x ) an d q ( x ) x Q ( x ) are both analytic . 2 So , w e let p ( x ) a 0 a 1 x a 2 x 2 Substituting y c n x nr and q ( x ) b0 b1 x b 2 x 2 . , p ( x ), and q ( x ) into the differential equ ation , n0 ( n r )( n r 1) c n x n0 nr ( n r ) a 0 a 1 x a 2 x 2 n0 cn x nr n0 b 0 b1 x b 2 x 2 cn x nr 0. r A s w e find the indicial equation , w e w ill take from th e low est order of n like x , so w e let n 0, w e get the indicial equation r ( r - 1) ra 0 b 0 0. 40 NCCU Wireless Comm. Lab. Three Cases Case I: If r1 a n d r2 a r e r is tin c t a n d d o n o t d iffe r b y a n in te g e r , th e n th e r e e x is t tw o lin e a r ly in d e p e n d e n t s o lu tio n s y 1 ( x ) and y2 ( x) of e q u a tio n th e fo r m y cn x nr a 2 ( x ) y a 1 ( x ) y a 0 ( x ) y 0 o f . T h is is th e c a s e o f E x a m p le 2 . n0 Case II: If r1 r2 N , w h e re N is a p o sitiv e in te g e r , th e n th e re e x ist tw o l in e a rly in d e p e n d e n t so lu tio n s o f e q u a tio n a 2 ( x ) y a 1 ( x ) y a 0 ( x ) y 0 o f th e fo rm y1 ( x ) c n x n r1 , c0 0 n0 y 2 ( x ) C y 1 ( x ) ln x b n x n r2 , b 0 0, n 0 w h e re C is a c o n sta n t th a t c o u ld b e ze ro . N o te : W h y y 2 ( x ) is e q u a l to C y 1 ( x ) ln x b n x n r2 a n d h o w to o b ta in it ? n0 T h e so lu tio n y 2 ( x ) c a n b e o b ta in e d b y y 2 ( x ) y 1 ( x ) 41 exp( P ( x )dx ) 2 y1 ( x ) dx . NCCU Wireless Comm. Lab. F r o m y P ( x ) y Q ( x ) y 0 , w e g e t y1 P ( x ) y 1 Q ( x ) y 1 0 y 2 y 1 P ( x ) y 1 Q ( x ) y 1 0 (1) y 2 P ( x ) y 2 Q ( x ) y 2 0 y 1 y 2 P ( x ) y 2 Q ( x ) y 2 0 ( 2 ) B y ( 2 ) - (1), y y y y 0 y ) P ( x ) y y y y 0 " F ir s t o r d e r lin e a r d iffe r e n tia l e q u a tio n " y1 y 2 y 2 y 1 P ( x ) ( y1 y 2 y 2 1 1 2 1 2 2 1 2 1 y1 y 2 y 2 y 1 c e x p ( P ( x ) d x ) y1 y 2 y 2 y 1 2 c exp( P ( x )dx ) 2 y1 d( y2 ) y1 c exp( P ( x )dx ) 2 y1 y2 y1 y1 c exp( P ( x )dx ) s o y 2 y1 2 , le t c 1, y1 exp( P ( x )dx ) 2 y1 . S o y o u c a n c a lc u la te y 2 ( x ) b y u s in g th e fo r m u la . 42 NCCU Wireless Comm. Lab. Case III: If r r then there always exists two linearly independent solutions of a ( x ) y a ( x ) y a ( x ) y 0 of the form 1 2 2 y1 ( x ) c n x n r1 1 0 , c0 0 n0 y 2 ( x ) C y 1 ( x ) ln x b n x n r2 , n 1 T h e so lu tio n y 2 ( x ) c a n a lso b e o b ta in e d b y y 2 ( x ) y 1 ( x ) exp( P ( x )dx ) 2 dx . y1 ( x ) N o te : W e w ill se e h o w th e fo rm u la o f y 2 ( x ) w o rk s b y th e fo llo w in g e x a m p le . 43 NCCU Wireless Comm. Lab. Example 5. Find the general solution of Y o u c a n u s e y1 ( x ) o f y 2 ( x ) y1 ( x ) y1 ( x ) x 1 x 2 xy y 0. E x a m p le 4 . a n d fin d y 2 ( x ) b y s u b s titu t in g y 1 ( x ) in to exp( P ( x )dx ) 2 dx . y1 ( x ) 2 1 x 3 12 1 x 4 144 N o te : T h e r e is w r o n g in E x a m p le 4 . fo r y 1 ( x ). y 2 ( x ) y1 ( x ) y1 ( x ) exp( 0 dx ) 2 3 4 x x x x 2 12 144 1 1 dx 5 7 3 4 5 x - x x x 12 12 1 2 dx 1 7 19 1 y1 ( x ) 2 x x 12 72 x 1 7 19 2 y1 ( x ) ln x x x x 12 144 d x 1 7 19 2 y 2 ( x ) y 1 ( x ) ln x y 1 x x x 12 144 . O n th e in te rv a l ( 0 , ) , th e g e n e r a l s o lu tio n is y c1 y 1 ( x ) c 2 y 2 ( x ). 44 NCCU Wireless Comm. Lab. Remark When the difference of indicial roots r r is a positive integer ( r r ), it sometimes pays to iterate the recurrence relation using the smaller root r2 first. 1 1 2 2 Since r is the root of a quadratic equation, it could be complex. Here we do not concern this case. If x=0 is an irregular singular point, we may not be able to find any solution of the form y c n x n r . n0 45 NCCU Wireless Comm. Lab. 6.3 Two Special Equations The two differential equations x y x y ( x ) y 0 (1) 2 and 2 2 (1 - x ) y - 2 x y n ( n 1) y 0 ( 2 ) 2 occur frequently in advanced studies in applied mathematics, physics, and engineering. They are called Bessel’s equation and Legendre’s equation, respectively. In solving (1) we shall assume 0, whereas in (2) we shall consider only the case when n is a nonnegative integer. 46 NCCU Wireless Comm. Lab. Solution of Bessel’s Equation Substituting y c n x into the Bessel’s equation, nr n 0 ( n r )( n r 1) c n x nr n0 c0 ( r 2 k k 0 (n r )c n x nr n0 r 2 2 r r ck 2 ck T a k in g r 2 2 2 x k r2 n x n0 r r ) x c1 r ( r 1) ( r 1) 2 c nr2 2 x 2 c n x nr n0 r 1 0 2 0, ( r1 , r2 - ) a n d k 2 r r c k 2 c k 0 , 2 w e g e t r r1 , c1 0, a n d c k 2 ck ( k 2 )( k 2 2 ) If c1 0, it is e a sy to sa y c k 0, k 1, 3, 5, 7 , L e t k 2 2 n , n 1, 2 , 3, , so c 2 n 47 . . cn 2 2 n(n ) 2 , k 0,1, 2 , . NCCU Wireless Comm. Lab. T hus c2 c4 c6 c0 2 1 (1 ) 2 c2 2 2 (2 ) 2 c4 2 4 (4 ) 2 c0 2 1 2 (1 )( 2 ) 4 c0 2 1 2 3 (1 )( 2 )(3 ) 6 ( 1) c 0 n c2 n 2 2n n !(1 )( 2 ) (n ) , n 1, 2, 3, . F irst w e d efin e th e g a m m a fu n ctio n (1 ) ( ), (1 1) (1 ) (1 ) (1 ) ( ) (1 ) ( 1) ( 1) (1 ) ! S o , w e m u ltip ly (1 ) a t th e n u m era to r a n d d en o m in ato r , ( 1) c 0 (1 ) n c2 n 2 2n n ! (1 )(1 )( 2 ) F ro m (1 )(1 )( 2 ) (n ) ( 1) c 0 (1 ) 2 2n n ! !(1 )( 2 ) . ( n ) !(1 )( 2 ) n c2 n , n 1, 2, 3, ( 1) c 0 (1 ) ( n ) (1 n ), n (n ) 2 2n n ! (1 n ) 48 . NCCU Wireless Comm. Lab. S o , y1 x x n0 r1 c0 c2 x 2 x ( 1) c 0 (1 ) 2n n ! (1 n ) x 2n c2n x ( 1) c 0 (1 ) 2 n L e t a 1 c 0 (1 ) 2 , th e n y 1 a 1 n0 W e d e n o te d th a t J ( x ) n0 n ! (1 n ) n0 2n n0 n 2 ( 1) ( 1) n x 2 x n ! (1 n ) 2 n x n ! (1 n ) 2 2 n 2 n a 1 J ( x ). 2 n . If w e ta k e r2 in to th e e q u a tio n , w e w ill g e t y2 a2 n0 ( 1) n x n ! (1 n ) 2 2 n W e d e n o te d th a t J ( x ) n0 a 2 J ( x ). ( 1) n x n ! (1 n ) 2 2 n T h u s y y1 ( x ) y 2 ( x ) a1 J ( x ) a 2 J ( x ). N o te : J ( x ) a n d J - ( x ) a r e c a lle d B e s s e l fu n c tio n s o f th e fir s t k in d o f th e o r d e r a n d - , r e p e c tiv e ly . 49 NCCU Wireless Comm. Lab. Example 1. General Solution: Not an Integer P u t o u t a tte n e io n o n th is d iffe r e n tia l e q u a tio n x y x y ( x 2 2 1 ) y 0 o n ( 0 , ), w e c a n s e e th a t 4 . 2 T h e n th e g e n e r a l s o lu tio n is y c1 J 1 ( x ) c2 J 1 ( x ). 2 2 1 F irst w e ta lk a b o u t th e p ro p erties o f B essel fu n ctio n s o f o rd er m , m 0,1, 2, . ( i ) J m ( x ) ( 1) J m ( x ) ( ii ) J m ( x ) ( 1) J m ( x ) 0, m 0 ( iii ) J m (0 ) 1, m 1 ( iv ) lim Y m ( x ) m m x 0 N o te : J m ( x ) a n d J m ( x ) a re li n ea r d ep en d en t , w h ere m 0,1, 2, 50 . NCCU Wireless Comm. Lab. Bessel Functions of the Second Kinds If in teg er , b y lin ea r m a p p in g Y ( x ) co s J ( x ) - J - ( x ) sin , J ( x ) a n d Y ( x ) ca n b e th e lin ea rly in d ep en d en t so lu ti o n s o f x y xy ( x 2 2 - ) y 0 , so y c1 J ( x ) c 2 J ( x ) o r y c 1 J ( x ) c 2Y ( x ). 2 If in teg er , a cco rd in g to L ' H o sp ita l ' s ru le th a t lim Y ( x ) exists . m B y lin ea r m a p p in g Y m ( x ) lim Y ( x ), Y m ( x ) a n d J m ( x ) a re th e lin ea rly m in d ep en d en t so lu tio n s o f x y xy ( x 2 2 - m ) y 0 , so y c 1 J ( x ) c 2Y ( x ). 2 N o te : W e d ro p th e so lu tio n o f y c 1 J ( x ) c 2 J ( x ), b eca u se J ( x ) a n d J ( x ) a re lin ea r d ep en d en t fro m th e p revio u s p a g e . S o , fo r a n y va lu e o f th e g en era l so lu tio n o f x y xy ( x 2 2 ) y 0 2 o n (0 , ) ca n b e m o d el ed b y y c1 J ( x ) c 2 Y ( x ). N o te : Y ( x ) is ca lled th e B essel fu n ctio n o f th e seco n d kin d o f o rd er . 51 NCCU Wireless Comm. Lab. Following plot will show us the first and second kind of Bessel function. 52 NCCU Wireless Comm. Lab. Example 2. General Solution: an Integer C o n sid e rin g x y x y ( x - 9 ) y 0 o n ( 0, ), 2 w e se e 2 2 9 a n d 3, so th e g e n e ra l so lu tio n is y c1 J 3 ( x ) c 2Y 3 ( x ). Parametric Bessel Equation F o r th e p a ra m etic eq u a tio n x y xy ( x - ) y 0, 2 2 2 2 th e g en era l so lu tio n y c1 J ( x ) c 2 Y ( x ) o r y c1 J ( x ) c 2 J ( x ), w h ere in teg er. N o te : W e w ill p ro ve it a t th e n ext p a g e . 53 NCCU Wireless Comm. Lab. F ro m x y x y ( x - ) y 0, le t z = x , 2 dy th e n 2 dx 2 dz dz , y = dx 2 dy , dz 2 d dy dz 2 d y . 2 dz dz dx dz d y dx dy 2 2 S u b stitu tin g in to th e D E , w e g e t 2 x 2 2 d y dz 2 x 2 z 2 d y dz 2 z dy ( x - ) y 0 2 2 2 dz dy ( z - ) y 0 2 2 dz S o , y c1 J ( z ) c 2Y ( z ) o r y c1 J ( z ) c 2 J ( z ). T h e n y c1 J ( x ) c 2Y ( x ) o r y c1 J ( x ) c 2 J ( x ). 54 NCCU Wireless Comm. Lab. Example 4. Derivation Using the Series Definition D e r iv e th e fo r m u la x J ( x ) J ( x ) x J 1 ( x ) . F ro m J ( x ) n0 xJ ( x ) n0 n0 ( 1) n x n ! (1 n ) 2 ( 1) ( 2 n ) x n ! (1 n ) 2 n ( 1) n x n ! (1 n ) 2 J ( x ) x n 1 J ( x ) x k 0 2 n , 2 n 2 n 2 n0 ( 1) n n ( 1) n n x n ! (1 n ) 2 x ( n 1) ! (1 n ) 2 ( 1) ( k 1) k x k ! (2 k ) 2 55 2 n 2 n 1 , le t k n - 1 2 k 1 J ( x ) x J 1 ( x ) . NCCU Wireless Comm. Lab. F ro m th e e x a m p le 4 . x J ( x ) J ( x ) x J 1 ( x ), w e d iv id e x a t b o th sid e , J ( x ) x - x J ( x ) x J ( x ) J 1 ( x ). J ( x ) J 1 ( x ), m u ltip ly x J ( x ) x - 1 J ( x ) x - J 1 ( x ) - a t b o th sid e . d x dx - J ( x ) x - J 1 ( x ). S o , J 0 ( x ) J 1 ( x ) a n d Y 0 Y 1 ( x ). Spherical Bessel Functions W h e n th e o rd e r is h a lf a n o d d in te g e r, th a t is , 1 2 , 3 2 , 5 2 , , th e B e sse l fu n c tio n o f first k in d J ( x ) c a n b e e x p re sse d in te rm s o f th e e le m e n ta ry fu n c tio n s sin x , c o s x , a n d p o w e rs o f x . S u c h B e sse l fu n c tio n s a re c a lle d S p h e ric a l B e sse l fu n c tio n s . 56 NCCU Wireless Comm. Lab. Example 5. Spherical Bessel Function with F in d a n a lte r n a tiv e e x p r e s s io n fo r J 1 1 . 2 ( x ). 2 W ith 1 , we get J 1 2 n0 2 B y (1 ) ( ) a n d n 0 : (1 1 1 ) 2 n 1 : 3 (1 3 ) 1 2 1 (1 n 2 2 So, J 1 ( x) n! 2 s in x x - 1 2 n 1 x 3 3! so w e get J 1 2 (x) 2n 1 2 . , w e fin d ) 3! 2 2 n 1 n! 1 3 n! ( 1) ( 2 n - 1) ! 2 F rom x 1 2 n ! (1 n ) 2 2 n n0 2 1 ( 2 n - 1) ! ) ( n 2 2 n n : (x) ( 1) . x 2 x 1 2 x 5 5! 2 2n n0 2 x ( 1) n0 ( 1) n ( 2 n 1) ! x 2 n 1 . n ( 2 n 1) ! x 2 n 1 , s in x . 57 NCCU Wireless Comm. Lab. Now we bring out an extra concept that is not mentioned in textbook, that is, the Modified Bessel Equation. x y x y ( x 2 u ) y 0 is c a lle d th e M o d ifie d B e sse l E q u a tio n . 2 2 It c h a n g e s fro m x y x y ( i x 2 2 2 u ) y 0 . W e g e t th e g e n e ra l 2 so lu tio n y c 1 J u ( ix ) c 2Y u ( ix ), w h e re u 0,1, 2 , 3, y c1 J u ( ix ) c 2 J u ( ix ), w h e re u 0,1, 2 , A n d J u ( ix ) ( 1) n0 i u n0 ( 1) i n ix n ! (1 n u ) 2 2n x n ! (1 n u ) 2 W h e re I u ( x ) n n0 2nu . , or n0 ( 1) i n 2n u x n ! (1 n u ) 2 i 2nu 2nu ( 1) i n i I u ( x ). u 2n x n ! (1 n u ) 2 2nu is c a lle d th e " M o d ifie d B e sse l fu n c tio n o f 1 st k in d " . F o llo w in g th e sim ila r a p p ro a c h , y o u c a n g e t J - u ( ix ) i 58 u I u ( x ). NCCU Wireless Comm. Lab. F ro m th e eq u a tio n x 2 y xy ( x 2 u 2 ) y 0, th e so lu tio n is y c1 J u ( ix ) c 2 J u ( ix ), w h ere u m , m 0,1, 2, . W e m o d ify it to y A1 I u ( x ) A 2 I u ( x ). y c1 J u ( ix ) c 2 Y u ( ix ), w h ere u m , m 0,1, 2, . W e m o d ify it to y A1 I m ( x ) A2 K m ( x ), w h ere K u ( x ) 2 I u ( x) Iu ( x) sin u , K m (x) lim K u ( x ). um K u ( x ) is ca lled th e " M o d ified B essel fu n ctio n o f 2 n d k in d " . 59 NCCU Wireless Comm. Lab. Example. S o lv e x 2 y x y ( 4 x x y x y [ ( 2 i ) x 2 2 2 ( 2 6) y 0. 6) ]y 0 2 S o , th e g e n e r a l s o lu tio n y c1 I 6 (2 x ) c2 K 6 ( 2 x ). Solution of Legendre’s Equation S in ce x 0 is th e o rd in a ry p oin t o f th e eq u a tio n (1 - x ) y - 2 xy ( 1) y 0, 2 let y c n x n su b stitu te in to th e eq u a tio n a n d co m b in e th e su m m a tio n , n0 (1 - x ) y - 2 xy ( 1) y ( 1) c 0 2 c 2 ( 1)( 2 ) c1 6 c 3 x 2 ( n 2 )( n 1) c ( n )( n 1) c n x 0 . n n2 n2 60 NCCU Wireless Comm. Lab. F ro m th e p re v io u s e q u a tio n , ( 1) c 0 2 c 2 0 ( 1)( 2 ) c1 6 c 3 0 ( n 2 )( n 1) c n 2 ( n )( n 1) c n 0 or c2 c3 ( 1) c 0 2! ( 1)( 2 ) c1 cn 2 3! ( n )( n 1) c n ( n 2 )( n 1) T a k e n 2 , 3, 4 , c4 c5 c6 c7 . in to c n 2 , w e g e t ( 2 )( 3) c 2 4 3 ( 3)( 4 ) c 3 54 ( 4 )( 5) c 4 6 5 ( 5)( 6 ) c 5 7 6 , n 2 , 3, 4 , ( 2 ) ( 1)( 3) c 0 4! ( 3)( 1)( 2 )( 4 ) c1 5! ( 4 )( 2 ) ( 1)( 3)( 5) c 0 6! ( 5)( 3)( 1)( 2 )( 4 )( 6 ) c1 7! 61 NCCU Wireless Comm. Lab. ( 1) 2 ( 2 ) ( 1)( 3) 4 y c 0 1 x x 2! 4! ( 1)( 2 ) 3 ( 3)( 1)( 2 )( 4 ) 5 c1 x x x 3! 5! c 0U ( x ) c1V ( x ), w h ere U (x) 1 V ( x ) x ( 1) x 2 ( 2 ) ( 1)( 3) 2! x 4 4! ( 1)( 2 ) x 3 ( 3)( 1)( 2 )( 4 ) 3! ( i ) If n , n 0,1, 2, 3, x 5 . 5! " N o te : H ere n m ea n s a n o n n eg a tive in teg er." U ( x ) a n d V ( x ) w ill d iverg e a t x 1, it vio la te th e p h ysic p h en o m en o n . S o , n , n 0,1, 2, 3, , th e o rig in a l eq u a tio n b eco m es (1 - x ) y - 2 xy n ( n 1) y 0, n 0,1, 2, 3, 2 , th e so lu tio n is y c 0U n ( x ) c1V n ( x ) 62 NCCU Wireless Comm. Lab. ( ii )W h en n 0, 2, 4, n 1, 3, 5, , U n ( x ) h a s a fin ite term s , b u t V n ( x ) h a s a n in fin it e term s . , U n ( x ) h a s a n in fin ite term s , b u t V n ( x ) h a s a fin ite term s . S o , w e reco m b in e th e U n ( x ) a n d V n ( x ), p u t th e sa m e term to g eth er . N o te : S ep a ra te th e in fin ite term s a n d th e fin ite term s . U n ( x) U (1) , n 0, 2, 4, n D efin e Pn ( x ) V n ( x ) , n 1, 3, 5, V n (1) , w h ere Pn ( x ) is th e " first kin d o f n - th o rd er L eg en d re ' s e q u a tio n " . V n ( x ) U n (1), n 0, 2, 4, Qn ( x) U n ( x )V n (1), n 1, 3, 5, , w h ere Q n ( x ) is th e "seco n d kin d o f n - th o rd er L eg en d re ' s eq u a tio n " . 63 NCCU Wireless Comm. Lab. W e g e t P0 ( x ) 1, P1 ( x ) x , P2 ( x ) Q0 ( x) x 1 x 3 3 Q1 ( x ) x ( x 1 5 1 x 3 1 5 3x 1 1 (x 1 ln ( 2 3 2 5 2 Q2 ( x) x 3 x ) 5 x 2 x 3 1 5 x 5 1 2 ( 3 x 1), a n d P3 ( x ) 2 1 x 1 x ln ( (5 x 3 x ). 3 2 ) 1 x 1 x ) 1 3 )1 3x 1 2 x 2 4 ln ( 1 x 1 x ) 3 x. 2 T h e g e n e ra l so l u tio n c a n b e e x p re sse d b y y A Pn ( x ) B Q n ( x ). x 1, Q n ( x ) w ill d iv e rg e , B 0 . o d d fu n c tio n , n 1, 3, 5, S o , th e so lu tio n is y A Pn ( x ), w h e re Pn ( x ) e v e n fu n c tio n , n 0, 2 , 4 , . W e w ill sh o w th e p lo t o f Pn ( x ) a t n e x t p a g e . 64 NCCU Wireless Comm. Lab. Example from P305. Q19 F o r (1 - x ) y - 2 x y 2 y 0, 2 x 1. W e g e t n 1, so y A P1 ( x ) B Q 1 ( x ), w h e re P1 ( x ) x a n d Q 1 ( x ) Properties of x ln ( 2 1 x 1 x ) 1. Pn ( x ) ( i ) Pn ( x ) ( 1) n Pn ( x ) ( iii ) Pn ( 1) ( 1) ( ii ) Pn (1) 1 ( iv ) Pn ( 0 ) 0, n 0 d d n ( v ) Pn ( 0 ) 0, n e v e n . 65 NCCU Wireless Comm. Lab. Conclusion Here we point out two type of these special function, it will be categorized to represent with a special solution, that we will find out in the mathematics handbook. 66 NCCU Wireless Comm. Lab.