Nonlinear Dynamics and Chaos
Nonlinear Dynamics and Chaos
2nd Edition
ISBN: 9780813349107
Author: Steven H. Strogatz
Publisher: PERSEUS D
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Chapter 8.7, Problem 3E
Interpretation Introduction

Interpretation:

For anoverdamped system forced by a square wave given by x˙ + x = F(t), F(t) ={+A     0 < t < T/2-A     T/2 < t < T, if x(0) = x0 then, x(t) = e-Tx0 - A(1 - eT2)2 and x0 = -A tanh(T/4) are to be shown. The system has a unique periodic solution which is to be shown as well. The limits of x(t) as T0 and T is to be interpreted as well as the Poincare map P by x1 = P(x0) that is xn+1 = P(xn) is to be defined. Also, the graph of P is to be plotted and using a cobweb picture, and that P has a globally stable fixed point is to be shown.

Concept Introduction:

Poincare map is defined by xk+1 = P(xk).

Expert Solution & Answer
Check Mark

Answer to Problem 3E

Solution:

a) x(t) = e-Tx0 - A(1 - eT2)2 is shown below.

b) x0 = -A tanh(T/4) is shown below.

c) The limits of x(t) as T0 and T are to be interpreted below.

d) The Poincare map P by x1 = P(x0), that is, xn+1 = P(xn) is defined below. The graph of P is to be plotted below.

e) Using a cobweb picture, P has a globally stable fixed point as shown below.

Explanation of Solution

a)

The given system equations are

x˙ + x = F(t)

Multiply the complete equation by et.

etx˙ + etx = etF(t)

ddt(etx) = etF(t)

Integrate it with respect to t over the period T.

0Tddt(etx)dt =0TetF(t)dt

But, F(t) ={+A     0 < t < T/2-A     T/2 < t < T. Hence, the above equation becomes

[etx]0T = 0T2et(+A)dt + T2Tet(-A) dt 

eTx(T) - x(0) = A(eT2 - 1) - A(eT - eT2)

Divide the complete equation by eT

x(T) - e- Tx(0) =  A(eT2 - e- T) - A(1 - eT2)

Rearrange it as:

x(T) = e- Tx(0) + A(eT2 - e- T) - A(1 - eT2)

Let x(0) = x0. Then,

x(T) = e- Tx0 - A(eT2 + e- T+ 1 - eT2)

x(T) = e-Tx0 - A(1 - eT2)2

Hence, it is proved.

b)

Suppose that the system has a T-periodic solution. Then, x(T) = x(0)

But x0 = e- Tx0 - A(1 - eT2)2. Hence,

x(T) = e- Tx0 - A(1 - eT2)2.

x0 - e- Tx0 = - A(1 - eT2)2

x0(1 - e- T) = - A(1 - eT2)2

Rearrange it as

x0 = - A(1 - eT2)2(1 - e- T) = - A(1 - eT2)2(1 + eT2)(1 - eT2)

x0 = - A1 - eT21 + eT2 = - Atanh(T4)

Hence, it is proved.

c)

limT0x(T)=limT0e- Tx0 - A(1 - eT2)2

limT0x(T) = x0 - A(1 - 1)2 = x0

Similarly,

limTx(T)=limTe- Tx0 - A(1 - eT2)2

limTx(T) = (0) x0 - A(1 - 0)2 = A

These results are plausible. Since as T0, x(t) has no time to move anywhere and F(t) has almost no time to do anything and if x(0) = x0, then x(T)x0 and T. Since x(T)= x0 the solution doesn’t go anywhere.

As T, F(t) is not periodic and the system equation becomes:

x˙ + x = F(t) = A

And the solution becomes

 x(t) = (x0 - A)e-t + A

d)

Since, x(T) = e-Tx0 - A(1 - eT2)2, the Poincare of the given system is

x1 = P(x0) = e-Tx0 - A(1 - e-T2)2

In a general form, it can be written as

xn+1 = P(xn) = e-Txn - A(1 - e-T2)2

It is a straight line equation of the form y = mx + b. Where slope(m) = e-T

The plot of P at A=3, T=2 is

Nonlinear Dynamics and Chaos, Chapter 8.7, Problem 3E , additional homework tip  1

e)

The cobweb plot of the given system at A=3, T=2 is

Nonlinear Dynamics and Chaos, Chapter 8.7, Problem 3E , additional homework tip  2

Since T > 0 and m = e- T, then 0 < m  < 1. This ensures that P has a globally stable fixed point.

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