Math Problem Statement
Determine the truncation in given that = (1 - 0.02)
Solution
To determine the truncation error when approximating using the expression , we can use a Taylor series expansion around for the function .
Taylor Series Expansion
The Taylor series expansion for around is given by:
For :
Let's expand this up to the quadratic term to see the truncation error when truncating after the linear term:
Calculating each term separately:
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First term:
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Linear term:
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Quadratic term:
Including only the linear term, we have:
Including up to the quadratic term, we have:
Exact Value Calculation
The exact value of is:
Truncation Error
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When truncating after the linear term:
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When truncating after the quadratic term:
Relative Error
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Relative Error (Linear Term Only):
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Relative Error (Quadratic Term):
Summary
- Truncated value (linear term only):
- Truncated value (up to quadratic term):
- Exact value:
- Truncation Error (linear term only):
- Truncation Error (quadratic term):
- Relative Error (linear term only):
- Relative Error (quadratic term):
Would you like more details or have any questions? Here are some related questions for further exploration:
- What is a Taylor series expansion and how is it used in approximations?
- How does the Taylor series apply to fractional exponents?
- Why do higher-order terms in the expansion improve accuracy?
- What are the applications of truncation error analysis in numerical methods?
- How can we determine the optimal number of terms to include in a series expansion for a given accuracy?
- What is the difference between truncation error and round-off error?
- How does the choice of affect the accuracy of Taylor expansions?
- What are alternative methods for approximating square roots and their respective errors?
Tip: When using series expansions for approximations, consider including higher-order terms for better accuracy, especially when higher precision is required.
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Math Problem Analysis
Mathematical Concepts
Taylor Series Expansion
Approximations
Truncation Error
Relative Error
Formulas
Taylor series expansion for (1 - x)^{0.5}
Theorems
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Suitable Grade Level
Advanced High School