Math Problem Statement
Suppose that |fβ''(x)| β€ 39 and |f (4)(x)| β€ 39 for all x in [0, π] . How large do we have to choose n so that the approximations Tn, Mn, and Sn to the integral π f(x) dx
0 are accurate to within 0.00001?
Solution
We are tasked with approximating the integral of from to using numerical methods: the Trapezoidal Rule (), Midpoint Rule (), and Simpson's Rule (). Additionally, we want to ensure that the error for each approximation is within or , given bounds on the second and fourth derivatives of the function .
Given:
- The interval of integration is .
1. Trapezoidal Rule Error:
The error for the Trapezoidal Rule is given by:
Substituting the given values:
We want , so we solve:
2. Midpoint Rule Error:
The error for the Midpoint Rule is similar to the Trapezoidal Rule:
Substituting values:
We want , so we solve:
3. Simpson's Rule Error:
The error for Simpson's Rule is given by:
Substituting the values:
We want , so we solve:
Summary of values:
- for the Trapezoidal Rule
- for the Midpoint Rule
- for Simpson's Rule
Now, let's compute these values.To ensure that the approximations , , and are accurate to within , the values of must be chosen as follows:
- For the Trapezoidal Rule:
- For the Midpoint Rule:
- For Simpson's Rule:
Simpson's Rule requires a significantly smaller for the same level of accuracy compared to the Trapezoidal and Midpoint Rules.
Would you like further details on these methods or any clarifications?
Related Questions:
- How do we derive error bounds for these numerical methods?
- What factors influence the accuracy of these numerical approximations?
- Can these methods be used for improper integrals?
- How do you improve accuracy without increasing ?
- How does the function's behavior affect the choice of numerical method?
Tip:
Simpson's Rule often provides better accuracy with fewer intervals than both the Trapezoidal and Midpoint Rules, especially when the integrand is smooth.
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Math Problem Analysis
Mathematical Concepts
Numerical Integration
Trapezoidal Rule
Midpoint Rule
Simpson's Rule
Error Bounds
Formulas
Trapezoidal Rule Error: E_T = (b - a)^3 / (12n^2) * max |f''(x)|
Midpoint Rule Error: E_M = (b - a)^3 / (24n^2) * max |f''(x)|
Simpson's Rule Error: E_S = (b - a)^5 / (180n^4) * max |f^{(4)}(x)|
Theorems
Error Bound for the Trapezoidal Rule
Error Bound for the Midpoint Rule
Error Bound for Simpson's Rule
Suitable Grade Level
University Level (Calculus II or Numerical Analysis)
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