calculus s. awad, ph.d. m. corless, m.s.e.e. d. cinpinski e.c.e. department university of...
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Calculus
S. Awad, Ph.D.
M. Corless, M.S.E.E.
D. Cinpinski
E.C.E. Department
University of Michigan-Dearborn
Math Review with Matlab:
Taylor’s Series
![Page 2: Calculus S. Awad, Ph.D. M. Corless, M.S.E.E. D. Cinpinski E.C.E. Department University of Michigan-Dearborn Math Review with Matlab: Taylor’s Series](https://reader035.vdocuments.net/reader035/viewer/2022062515/56649c7d5503460f94931d57/html5/thumbnails/2.jpg)
U of M-Dearborn ECE DepartmentMath Review with Matlab
2
Calculus: Taylor Series
Series Operations
Symbolic Summation
Taylor Series
Taylor Command
Taylor Series Example
Approximation and Comparison Example
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U of M-Dearborn ECE DepartmentMath Review with Matlab
3
Calculus: Taylor Series
Symbolic Summation
» s1=symsum(1/x^2,1,inf)s1 =1/6*pi^2
» num = 4*x*x-x-3» den = x^3+2*x» s2=symsum(num/den,1,inf)s2 =inf Diverges!
1
2
11
x xS
1
3
2
2
342
x xx
xxS
Example 1:
Example 2
Converges
Find the sum of the following series s1 and s2 if they converges
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U of M-Dearborn ECE DepartmentMath Review with Matlab
4
Calculus: Taylor Series
Summation Examples» s3=symsum(1/(x-1.5)^2,1,inf)s3 =4+1/2*pi^2
» eval(s3)ans = 8.9348
12
23
13
x xS
Example 3:
» s4=symsum((1/x)*(-1)^(x+1),1,inf)s4 =log(2) » eval(s4)ans = 0.6931
1
111
4x
x
xS
Example 4:
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U of M-Dearborn ECE DepartmentMath Review with Matlab
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Calculus: Taylor Series
Finite Summation Example
» syms x N;» s5=symsum((x+3)*(x+1),1,N)s5 =7/6*N-11/6+3/2*(N+1)^2+1/3*(N+1)^3
» s5=simple(s5)s5 =1/6*N*(31+15*N+2*N^2)
311526
1315 2
1
NNNxxSN
x
Example 5:
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U of M-Dearborn ECE DepartmentMath Review with Matlab
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Calculus: Taylor Series
Taylor Series
MacLaurin Series is the Taylor series approximation with a=0:
0 !
)0(
n
nn
n
fxft
0 !
)()(
n
nn
t n
afaxxf
Taylor Series approximation is defined as:
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U of M-Dearborn ECE DepartmentMath Review with Matlab
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Calculus: Taylor Series
Taylor Command taylor(f) is the fifth order MacLaurin polynomial
approximation to f
taylor(f,n) is the (n -1)-st order MacLaurin polynomial
taylor(f,n,a) is the Taylor polynomial approximation about point a with order (n -1).
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U of M-Dearborn ECE DepartmentMath Review with Matlab
8
Calculus: Taylor Series
Taylor Series Example Given the function: xxf 1ln
» sym x;» f=log(1+x) % Matlab's Natural Log f =log(1+x)
1) Find the first 6 Taylor Series Terms (a=0)
2) Find the first 4 terms about the point a=2
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U of M-Dearborn ECE DepartmentMath Review with Matlab
9
Calculus: Taylor Series
Taylor Series Terms Find the first 6 Taylor Series Terms (a=0)
» taylor(f) %Default is 5th orderans =x-1/2*x^2+1/3*x^3-1/4*x^4+1/5*x^5
» taylor(f,4,2) ans = log(3)+1/3*x-2/3-1/18*(x-2)^2+1/81*(x-2)^3
Find the first 4 terms about the point a=2 Note that this is 3rd order
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U of M-Dearborn ECE DepartmentMath Review with Matlab
10
Calculus: Taylor Series
Taylor Series Approximation and Comparison Example
xxfcos45
1
Given the function:
1) Plot f(x) from -2 to 2
2) Find the first 8 Taylor Series Terms (a=0)
3) Plot the approximation and compare against the original function f(x)
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U of M-Dearborn ECE DepartmentMath Review with Matlab
11
Calculus: Taylor Series
Plot f(x) The easiest way to generate a graph is to use ezplot
ezplot leaves the axes unlabeled
» syms x» f=1/(5+4*cos(x));» ezplot(f,-2*pi,2*pi);» grid on» xlabel('x');ylabel('f(x)')
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U of M-Dearborn ECE DepartmentMath Review with Matlab
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Calculus: Taylor Series
Plot of f(x)
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U of M-Dearborn ECE DepartmentMath Review with Matlab
13
Calculus: Taylor Series
Taylor Approximation To find the first 8 terms of the Taylor series
approximation:
» ft_8=taylor(f,8) ft_8 =1/9+2/81*x^2+5/1458*x^4+49/131220*x^6
131220
49
1458
5
81
2
9
1 642 xxxft
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U of M-Dearborn ECE DepartmentMath Review with Matlab
14
Calculus: Taylor Series
Approximation is only good for small x
Comparison
» hold on» ezplot(ft_8)» axis([-2*pi 2*pi 0 5])
Plot approximation:
Taylor approximation
Original f(x)
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U of M-Dearborn ECE DepartmentMath Review with Matlab
15
Calculus: Taylor Series
Summary The symbolic toolbox can be used to analyze
definite and indefinite series summations
Taylor series can be used to approximate functions
MacLaurin series is a special case of the Taylor series approximated around x=0
Increase the number of terms to increase approximation accuracy