9.1.14 Use Euler's method to calculate

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SUMMARY

This discussion focuses on using Euler's method to approximate solutions for the initial value problem defined by the differential equation \(y' = y^2(5 + 5x)\) with the initial condition \(y(1) = -1\) and an increment size of \(dx = 0.2\). The calculated approximations are \(y_1 = 0.4\), \(y_2 = 0.6268\), and \(y_3 = 1.2694\). The exact solution is derived as \(y(x) = -\frac{2}{5x^2 + 10x - 13}\). The discussion highlights the discrepancies between the approximated values and the exact solution, illustrating the limitations of Euler's method in this context.

PREREQUISITES
  • Understanding of differential equations, specifically first-order equations.
  • Familiarity with Euler's method for numerical approximation.
  • Basic calculus concepts, including integration and the Fundamental Theorem of Calculus (FTOC).
  • Ability to manipulate algebraic expressions and solve for variables.
NEXT STEPS
  • Study the limitations of Euler's method and explore alternative numerical methods such as Runge-Kutta methods.
  • Learn about the convergence and stability of numerical methods for solving differential equations.
  • Practice deriving exact solutions for various initial value problems to compare with numerical approximations.
  • Investigate the impact of different step sizes on the accuracy of Euler's method.
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Students and professionals in mathematics, engineering, and physics who are interested in numerical methods for solving differential equations, particularly those looking to deepen their understanding of Euler's method and its applications.

karush
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$\tiny{9.1.14}$
$\textsf{Use Euler's method to calculate
the first 3 approximations to the given initial value problem for the specified increment size.}\\$
$\textsf{ Calculate the exact solution.}$
$y'=y^2(5+5x), y(1)=-1, dx=0.2$
$y_1=$
$y_1=0.4$
$y_2=0.6268$
$y_3=1.2694$
$y(exact)=-\frac{1}{x^2+5x-5}$

$\textsf{the given answers are book answers but i couldn't derive them}$
 
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Given:

$$\d{y}{x}=f(x,y)$$

Euler's method is the recursion:

$$y_{n+1}\approx y_{n}+\Delta x\cdot f\left(x_n,y_n\right)$$

Now, in the given problem, we are given:

$$\d{y}{x}=y^2(5x+5)$$ where $$y(1)=-1$$

Let's first compute the exact solution...separate variables, use bounds as limits and switch dummy variables:

$$\int_{-1}^{y(x)}u^{-2}\,du=5\int_{1}^{x}v+1\,dv$$

Apply the FTOC:

$$-\left[\frac{1}{u}\right]_{-1}^{y(x)}=5\left[\frac{v^2}{2}+v\right]_{1}^{x}$$

$$-\left(\frac{1}{y(x)}+1\right)=5\left(\frac{x^2}{2}+x-\frac{3}{2}\right)$$

$$-\frac{1}{y(x)}=\frac{1}{2}\left(5x^2+10x-13\right)$$

$$y(x)=-\frac{2}{5x^2+10x-13}$$

Okay, now back to Euler's method...we begin with:

$$y_1=-1$$ and $$x_1=1$$ and we are told to use $$\Delta x=\frac{1}{5}$$

$$y_2\approx-1+\frac{1}{5}\left((-1)^2(5(1)+5)\right)=1$$

Compare to the exact value:

$$y\left(\frac{6}{5}\right)=-\frac{10}{31}$$

Next approximation:

$$y_3\approx1+\frac{1}{5}\left((1)^2\left(5\left(\frac{6}{5}\right)+5)\right)\right)=\frac{16}{5}$$

Compare to the exact value:

$$y\left(\frac{7}{5}\right)=-\frac{5}{27}$$

Can you continue, and explain why Euler's method isn't doing a very good job here?
 
well just from observation the approx value increases while the exact value decreases

I've got to do more of these Euler's method so hope to understand it better

The examples to follow were ?
 

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