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Need pyhton program code for LCR circuit, modeled with differential equations, and solve it using two numerical methods: the explicit Euler Method and a third
Need pyhton program code for LCR circuit, modeled
with differential equations, and solve it using two numerical methods: the explicit Euler Method and a thirdorder RungeKutta method. By comparing the results, youll
gain insights into the accuracy and efficiency of each method.
Tasks:
Select a physical system: This could be anything from a bouncing ball to
a swinging pendulum, a rocket launch to a predatorprey model. Be sure the
system can be described by a firstorder system of ordinary differential equations
ODE Be ambitious in choosing the physical system as the grade depends on
it
Identify relevant variables: Define the key variables involved in your chosen
system. For example, for a bouncing ball, these could be its position and velocity.
Implement the Euler Method: Implement the Euler Method: Use the Euler
method to solve your chosen ODE numerically. Remember this method requires
choosing a step size and iteratively updating the values of your variables accord
ing to the defined function.
Implement a ThirdOrder RungeKutta Method: Implement a thirdorder
RungeKutta method, which uses several evaluations of the function per step to
achieve higher accuracy.
Programyoursolutions: ChoosePythonasyourprogrammingandwritescripts
to implement both methods. Make sure your code is wellstructured, docu
mented, and easy to understand.
Run simulations: Execute your code for both methods with different initial
conditions and step sizes. Plot the obtained solutions over time.
Compare accuracy: Analyze the difference between the solutions obtained
from each method. Use error metrics like absolute error or relative error to quan
tify the discrepancies.
Explore efficiency: Compare the computation time required by each method for
different step sizes. Analyze how computational effort affects accuracy.
Discuss limitations: Discuss the limitations of each method, such as order of accuracy and stability. Explain scenarios where one method might be preferable
over the other
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