Discuss the differences between the Simpson's rule and the trapezium rule
Question
Discuss the differences between the Simpson's rule and the trapezium rule
Solution
Simpson's Rule and the Trapezium Rule are both numerical integration techniques used to approximate the definite integral of a function. They are used when the integral cannot be solved with standard calculus techniques. Here are the main differences between the two:
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Degree of Polynomial: The Trapezium Rule uses linear polynomials to approximate the area under the curve, while Simpson's Rule uses quadratic polynomials. This means that Simpson's Rule can provide a more accurate approximation for functions that have a higher degree of curvature.
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Accuracy: Because Simpson's Rule uses a higher degree polynomial, it tends to be more accurate than the Trapezium Rule for the same number of subdivisions. However, the accuracy of both methods increases as the number of subdivisions increases.
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Computational Complexity: The Trapezium Rule is simpler to compute than Simpson's Rule, as it only requires the calculation of the function at the endpoints of each subdivision. Simpson's Rule, on the other hand, requires the calculation of the function at three points for each subdivision.
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Error Estimation: The error in the Trapezium Rule is proportional to the square of the step size, while the error in Simpson's Rule is proportional to the fourth power of the step size. This means that reducing the step size can significantly reduce the error in Simpson's Rule.
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Applicability: The Trapezium Rule can be used for any function that is integrable on the interval [a, b]. Simpson's Rule, however, requires that the function be twice differentiable on the interval [a, b].
In conclusion, while both methods are useful for approximating definite integrals, Simpson's Rule generally provides a more accurate approximation than the Trapezium Rule, but at the cost of increased computational complexity.
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