Nonlinear Dynamics and Chaos
Nonlinear Dynamics and Chaos
2nd Edition
ISBN: 9780813349107
Author: Steven H. Strogatz
Publisher: PERSEUS D
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Chapter 2.8, Problem 6E
Interpretation Introduction

Interpretation:

To sketch the solutions x(t) for t0, for the initial value problem x˙ = x + e-x, x(0) = 0. The rigorous bounds on the value of x at t = 1 is to be obtained. To compute x at t = 1, using Euler method, correct to three decimal places, and to find how small the stepsize needs to be to obtain the desired accuracy. To compute x at t = 1, using Runge-Kutta method. To compare the results for stepsizes Δt = 1, Δt = 0.1, and Δt = 0.01.

Concept Introduction:

Taylor’s series expansion for e- x is given as

e- x = n = 0(-1)nxnn! = 1 - x + x22 - x33! + ..................

Euler method is given by

xn+1 = xn+ f(xn)Δt

Runge-Kutta method is given by

xn+1 = xn16(k1+ 2k2+ 2k3+ k4), where

k1= f(xn)Δtk2= f(xn+12k1)Δtk3= f(xn+12k2)Δtk4= f(xn+k3)Δt

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