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Euler's method provides a numerical approach to approximate solutions of differential equations given initial conditions. By utilizing linearization, this method connects various linear approximations within small intervals. This process involves defining new values for the independent variable and using the slope of the solution curve to derive successive approximations. The graphical representation aids understanding as we calculate and compare these approximations to the actual solution. This text offers three initial value problem approximations, demonstrating the method's application and error analysis.
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Euler’s Method Section 6.6
Suppose we are given a differential equation and initial condition: Then we can approximate the solution to the differential equation by its linearization (which is “close enough” in a short interval about x ). 0 The basis of Euler’s method is to “string together” many linearizations to approximate a curve. (solution curve)
Now, let’s specify a new value for the independent variable: If dx is small, then we have a new linearization: From the point , which lies exactly on the solution curve, we have obtained the point , which lies very close to the point on the solution curve.
Second Step: We use the point and the slope of the solution curve through . Setting , we use the linearization of the solution curve through to calculate This gives us the next approximation to values along the solution curve . Continue the pattern to find the third approximation: Let’s see this process graphically…
Three steps in the Euler approximation to the solution of the initial value problem , Euler approximation Error True solution curve
Using Euler’s Method Find the first three approximations using Euler’s method for the initial value problem starting at with We have:
Using Euler’s Method Find the first three approximations using Euler’s method for the initial value problem starting at with First Approximation
Using Euler’s Method Find the first three approximations using Euler’s method for the initial value problem starting at with Second Approximation
Using Euler’s Method Find the first three approximations using Euler’s method for the initial value problem starting at with Third Approximation
Using Euler’s Method Use Euler’s method to solve the given initial value problem on the interval starting at with . Compare the approximations to the values of the exact solution. Let me show you a new calculator program!!!
x y (Euler) y (exact) Error 0 –2 –2 0 0.1 –1.8000 –1.8048 0.0048 0.2 –1.6100 –1.6187 0.0087 0.3 –1.4290 –1.4408 0.0118 0.4 –1.2561 –1.2703 0.0142 0.5 –1.0905 –1.1065 0.0160 0.6 –0.9314 –0.9488 0.0174 0.7 –0.7783 –0.7966 0.0183 0.8 –0.6305 –0.6493 0.0189 0.9 –0.4874 –0.5066 0.0191 1.0 –0.3487 –0.3679 0.0192
Other Practice Problems Use differentiation and substitution to show that the given function is the exact solution of the given initial value problem. The same! The same! Initial Condition:
Other Practice Problems Use analytic methods to find the exact solution of the given initial value problem.
Other Practice Problems Use analytic methods to find the exact solution of the given initial value problem. Initial Condition: Solution: or
Other Practice Problems Use analytic methods to find the exact solution of the given initial value problem. Solution: Initial Condition: