Math Problem Statement

Use the Euler method to approximate the solution to the IVP y' = x + y^2; y(0) = 0, h = 0.1 to approximate y(0.2).

Solution

We are tasked with using the Euler method to approximate the solution to the initial value problem (IVP):

y=x+y2,y(0)=0y' = x + y^2, \quad y(0) = 0

where h=0.1h = 0.1, and we are asked to approximate y(0.2)y(0.2). Euler's method updates the value of yy using the formula:

yn+1=yn+hf(xn,yn)y_{n+1} = y_n + h f(x_n, y_n)

Here, f(x,y)=x+y2f(x, y) = x + y^2, and we start with the initial condition y(0)=0y(0) = 0.

Step-by-step process:

  1. Initial condition:
    x0=0x_0 = 0, y0=0y_0 = 0.

  2. Use Euler's formula for x1=0.1x_1 = 0.1:

    We calculate y1y_1: y1=y0+hf(x0,y0)y_1 = y_0 + h \cdot f(x_0, y_0) Substituting the values: f(x0,y0)=0+02=0f(x_0, y_0) = 0 + 0^2 = 0 Therefore, y1=0+0.10=0y_1 = 0 + 0.1 \cdot 0 = 0

  3. Now for x2=0.2x_2 = 0.2:

    We calculate y2y_2: y2=y1+hf(x1,y1)y_2 = y_1 + h \cdot f(x_1, y_1) Substituting the values: f(x1,y1)=0.1+02=0.1f(x_1, y_1) = 0.1 + 0^2 = 0.1 Therefore, y2=0+0.10.1=0.01y_2 = 0 + 0.1 \cdot 0.1 = 0.01

Final answer:

Using the Euler method with h=0.1h = 0.1, we approximate y(0.2)0.01y(0.2) \approx 0.01.

Would you like to explore further details on the method or how to improve the approximation with a smaller step size?

Here are some related questions:

  1. What is the order of accuracy for the Euler method?
  2. How does the step size hh influence the accuracy of the method?
  3. What other numerical methods can be used for solving IVPs more accurately?
  4. How can we derive the Euler method from the Taylor series expansion?
  5. What would happen if we increased the step size to h=0.2h = 0.2?

Tip: Smaller step sizes generally provide more accurate approximations in numerical methods like Euler's.

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Math Problem Analysis

Mathematical Concepts

Numerical Methods
Initial Value Problems (IVPs)
Differential Equations

Formulas

y_{n+1} = y_n + h * f(x_n, y_n)

Theorems

Euler's Method for Solving IVPs

Suitable Grade Level

Undergraduate (First Year) or Advanced High School