
Interpretation:
Using Newton’s method, consider the map xn+1 = f(xn), where f(xn) = xn- g(xn)g'(xn), and write Newton’s map xn+1 = f(xn) for the equation g(x) = x2−4=0. Show that Newton’s map has the fixed points at x&*#x00A0;= ±2. Show that the fixed points are superstable. Also, iterate the map numerically from x0=1 and notice the rapid convergence.
Concept Introduction:
➢ Obtain Newton’s map from the given function
➢ Determine the fixed points for the given equation and its stability.
➢ Iterate and calculate the numerical values of the function.

Answer to Problem 12E
Solution:
a) The Newton’s map is f(xn) = (xn)2+42xn for the given equation g(x) = xn2−4
b) It is shown that the fixed points for the given equation are x&*#x00A0;= ±2
c) It is shown that the fixed points x&*#x00A0;= ±2 are super stable points.
d) The iteration map with numerical values is shown and f(x) converges rapidly to f(x) =2.
Explanation of Solution
In the given Newton’s method, consider the map
xn+1 = f(xn),
where f(xn) = xn- g(xn)g'(xn)
Here xn+1 is the iteration equation for the function.
The function equation is f(xn) and its derivative is f '(xn)
a) The Newton map
xn+1 = f(xn),
where f(xn) = xn- g(xn)g'(xn)
As per given, g(x) = xn2−4=0
And it’s derivative g'(x) = 2x
Newton’s map is calculated by substituting g(x) and g'(x)
f(xn) = xn- g(xn)g'(xn)
f(xn) = xn- xn2−42xn
f(xn) = 2(xn)2−(xn)2+42xn
f(xn) = (xn)2+42xn
Hence Newton’s map is f(xn) = (xn)2+42xn for the g(x) = xn2−4
b) The fixed points of Newton’s map are calculated as,
x&*#x00A0;= xn+1
x&*#x00A0;= xn
By substituting the value in the equation x&*#x00A0;= f(xn) and x&*#x00A0;= xn
xn+1 = f(xn)
x&*#x00A0;= (x*)2+42x*
2(x*)2 = (x*)2+4
(x*)2 = 4
x&*#x00A0;= ±2
Hence the fixed points for the given equation x&*#x00A0;= ±2
c) The stability of the system is determined as below,
Consider the function f(x) = xn+1
f(xn) =xn2+42xn
The derivative of function f '(xn) is shown below,
f '(xn) =2xn(2xn)−2(xn2+4)(2xn)2
f '(xn) =4(xn)2−2(xn)2−84(xn)2
f '(xn) =2(xn)2−84(xn)2
f '(xn) =(xn)2−42(xn)2
Now substituting the fixed points x&*#x00A0;= ±2 in f '(xn)
f '(±2) =(xn)2−42(xn)2=(±2)2−42(±2)2=0
Hence the fixed points x&*#x00A0;= ±2 are super stable points.
d) As we iterate the map numerically as shown below, starting from the initial value x0= 1,
f(xn) = (xn)2+42xn
By substituting the initial value
f(x1) =(x0)2+42(x0) =(1)2+42(1)=2.5
Similarly f(x2) =(x1)2+42(x1) =(2.5)2+42(2.5)=2.05
f(x3) =(x2)2+42(x2) =(2.05)2+42(2.05)=2.0006
The iteration of the map and numerical values of the function is given below in tabular form for the initial value of x0=1. From the observed values, f(x) converges rapidly and the exact solution for the given function is f(x) =2.
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Chapter 10 Solutions
EBK NONLINEAR DYNAMICS AND CHAOS WITH S
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