Chapter 10 Power Series 10.1 Approximating Functions with Polynomials Linear approximation near x = a (1st order) 2nd order approximation near x = a Slide 10 - 3 Example: Approximation of sin(x) near x = a (3rd order) (1st order) (5th order) Slide 10 - 4 Slide 10 - 5 Brook Taylor was an accomplished musician and painter. He did research in a variety of areas, but is most famous for his development of ideas regarding infinite series. Brook Taylor 1685 - 1731 Slide 10 - 6 Greg Kelly, Hanford High School, Richland, Washington Practice example: Suppose we wanted to find a fourth degree polynomial of the form: P x a0 a1 x a2 x2 a3 x3 a4 x4 that approximates the behavior of f x ln x 1 at x 0 If we make P 0 f 0, and the first, second, third and fourth derivatives the same, then we would have a pretty good approximation. Slide 10 - 7 P x a0 a1 x a2 x2 a3 x3 a4 x4 f x ln x 1 f x ln x 1 P x a0 a1 x a2 x2 a3 x3 a4 x4 f 0 ln 1 0 P 0 a0 P x a1 2a2 x 3a3 x2 4a4 x3 1 f x 1 x 1 f 0 1 1 f x a0 0 P 0 a1 1 1 x 1 f 0 1 1 2 a1 1 P x 2a2 6a3 x 12a4 x2 P 0 2a2 1 a2 2 Slide 10 - 8 P x a0 a1 x a2 x2 a3 x3 a4 x4 1 x 1 f 0 1 1 f x 2 P x 2a2 6a3 x 12a4 x2 1 f x 2 P 0 2a2 3 P 0 6a3 f 0 2 f 4 f x 6 4 1 1 x 0 6 1 a2 2 P x 6a3 24a4 x 1 1 x f x ln x 1 4 P P 4 4 2 a3 6 x 24a4 0 24a4 6 a4 24 Slide 10 - 9 P x a0 a1 x a2 x2 a3 x3 a4 x4 f x ln x 1 1 2 2 3 6 4 P x 0 1x x x x 2 6 24 x 2 x3 x 4 P x 0 x 2 3 4 If we plot both functions, we see that near zero the functions match very well! 5 4 3 f x 1 1 2 3 4 5 -2 -5 -1 -0.5 0 0.5 1 -0.5 -3 -4 1 0.5 2 -5 -4 -3 -2 -1 0 -1 f x ln x 1 P x -1 Slide 10 - 10 Our polynomial: 0 1x 1 2 2 3 6 4 x x x 2 6 24 has the form: f 0 2 f 0 3 f 4 0 4 f 0 f 0 x x x x 2 6 24 or: f 0 f 0 f 0 2 f 0 3 f 4 0 4 x x x x 0! 1! 2! 3! 4! This pattern occurs no matter what the original function was! Slide 10 - 11 Definition: Taylor Series: (generated by f at x a ) P x f a f a x a f a 2! x a 2 f a 3! x a 3 If we want to center the series (and it’s graph) at zero, we get the Maclaurin Series: Maclaurin Series: (generated by f at x 0 ) P x f 0 f 0 x f 0 2! x 2 f 0 3! x3 Slide 10 - 12 Exercise 1: find the Taylor polynomial approximation at 0 (Maclaurin series) for: y cos x f x cos x f x sin x f 0 1 f 0 0 f x sin x f 0 0 f 4 x cos x f 4 0 1 f x cos x f 0 1 1x 2 0 x3 1x 4 0 x5 1x 6 P x 1 0x 2! 3! 4! 5! 6! x 2 x 4 x 6 x8 x10 P x 1 2! 4! 6! 8! 10! Slide 10 - 13 x 2 x 4 x 6 x8 x10 P x 1 2! 4! 6! 8! 10! y cos x 1 -5 -4 -3 -2 -1 0 1 2 3 4 5 -1 The more terms we add, the better our approximation. Slide 10 - 14 To find Factorial using the TI-83: Slide 10 - 15 Exercise 2: find the Taylor polynomial approximation at 0 (Maclaurin series) for: y cos 2 x Rather than start from scratch, we can use the function that we already know: 2x 2x 2x 2x 2x P x 1 2! 4! 6! 8! 10! 2 4 6 8 10 Slide 10 - 16 y cos x at x Exercise 3: find the Taylor series for: f x cos x f 0 2 2 f x sin x f 1 2 f x sin x f 1 2 f 4 f x cos x f 0 2 x cos x f 4 0 2 0 1 P x 0 1 x x x 2 2! 2 3! 2 2 3 3 5 x x 2 2 P x x 2 3! 5! Slide 10 - 17 When referring to Taylor polynomials, we can talk about number of terms, order or degree. x2 x4 cos x 1 2! 4! This is a polynomial in 3 terms. It is a 4th order Taylor polynomial, because it was found using the 4th derivative. It is also a 4th degree polynomial, because x is raised to the 4th power. The 3rd order polynomial for cos x degree 2. x2 is 1 , but it is 2! The x3 term drops out when using the third derivative. This is also the 2nd order polynomial. Slide 10 - 18 . Practice 1) Show that the Taylor series expansion of ex is: 2) Use the previous result to find the exact value of: 3) Use the fourth degree Taylor polynomial of cos(2x) to find the exact value of Slide 10 - 19 10.2 and 10.3 Properties of Power Series: Convergence Slide 10 - 21 Slide 10 - 22 Convergence of Power Series: is n c ( x a ) The Radius of Convergence for a power series n n0 cn R lim n c n 1 is: The center of the series is x = a. The series converges on the open interval (a R, a R) and may converge at the endpoints. You must test each series that results at the endpoints of the interval separately for convergence. ( x 2) n Examples: The series 2 is convergent on [-3,-1] n 0 ( n 1) but the series n 0 (1) n ( x 3) n 5 n n 1 is convergent on (-2,8]. Slide 10 - 23 Slide 10 - 24 Convergence of Taylor Series: is If f has a power series expansion centered at x = a, then the power series is given by f ( x) n 0 f ( n ) (a) ( x a) n n! And the series converges if and only if the Remainder satisfies: lim Rn ( x) 0 n Where: Rn ( x) f ( n1) ( c ) ( n 1)! ( x a ) n 1 is the remainder at x, (with c between x and a). Slide 10 - 25 Common Taylor Series: Slide 10 - 26