Math Problem Statement
Suppose you are going to estimate
I=∫40cos3xdx.
using the trapezoidal rule.
According to the error bound, what is the minimum number of points nmin needed to guarantee that the absolute value of the error is less than 10−7 ?
Solution
To estimate the integral
using the trapezoidal rule, we need to determine the minimum number of points such that the error bound is less than .
Error Bound for the Trapezoidal Rule:
The error bound for the trapezoidal rule is given by:
where:
- , (the limits of integration),
- ,
- is the second derivative of ,
- is the number of intervals (or points), and
- is the error.
Step 1: Find
We start by finding the second derivative of :
- First derivative: ,
- Second derivative: .
The maximum value of is , since the cosine function ranges between and .
Step 2: Set up the error bound formula
Now, we substitute the values into the error bound formula:
Step 3: Solve for
We want the error to be less than , so:
Solving for :
Taking the square root:
Thus, the minimum number of points required is .
Final Answer:
The minimum number of points needed to guarantee that the absolute value of the error is less than is approximately 21,910.
Would you like to go over the details, or do you have any other questions?
Here are five related questions:
- How does the trapezoidal rule compare with Simpson's rule in terms of error?
- What is the error bound formula for Simpson's rule?
- How would increasing the number of points impact the accuracy of the trapezoidal rule?
- How do numerical integration methods like the trapezoidal rule handle oscillatory functions like ?
- Could a different quadrature method provide a more efficient result for this integral?
Tip: Always check the second derivative when estimating errors in numerical integration since it plays a key role in the accuracy of the result.
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Math Problem Analysis
Mathematical Concepts
Numerical Integration
Trapezoidal Rule
Error Bound
Formulas
Trapezoidal Rule Error Bound: E_T ≤ (b - a)^3 / 12n^2 * max|f''(x)|
Second derivative of cos(3x): f''(x) = -9cos(3x)
Theorems
Error Bound Theorem for Numerical Integration
Suitable Grade Level
University Level - Numerical Analysis
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