Math Problem Statement
Give a real number X, i heard that we can find best rational approximation of X (denominator <= a given integer) with continued fraction ? Can you give me javascript code to calculate this best rational approximation ?
Solution
Yes, you can find the best rational approximation of a real number using continued fractions. The basic idea is to generate the continued fraction representation of and then use it to derive the best rational approximations with denominators constrained by a given integer.
Here’s a JavaScript code snippet that accomplishes this:
javascriptfunction continuedFraction(x, maxDenominator) { let a0 = Math.floor(x); let numerator = a0; let denominator = 1; let fractions = [[a0, 1]]; // Start with the integer part x -= a0; // Remove the integer part while (x !== 0 && denominator <= maxDenominator) { x = 1 / x; // Take the reciprocal let ai = Math.floor(x); fractions.push([ai, 1]); // Update the fractions let newNumerator = ai * numerator + (fractions[fractions.length - 2] ? fractions[fractions.length - 2][0] : 0); let newDenominator = ai * denominator + (fractions[fractions.length - 2] ? fractions[fractions.length - 2][1] : 1); numerator = newNumerator; denominator = newDenominator; x -= ai; // Remove the integer part of the reciprocal } // Filter the fractions to keep only those with denominators <= maxDenominator return fractions.filter(f => f[1] <= maxDenominator).map(f => { return { numerator: f[0], denominator: f[1] }; }); } // Example usage: const x = 3.14159; // The real number const maxDenominator = 10; // Maximum allowed denominator const approximations = continuedFraction(x, maxDenominator); console.log(approximations);
Explanation:
- continuedFraction function: This function takes a real number and a maximum denominator as inputs.
- Integer Part Extraction: It first extracts the integer part of and initializes the fractions array with this value.
- Loop: It generates the continued fraction terms by taking reciprocals until the maximum denominator is reached or becomes zero.
- Filtering: After generating the fractions, it filters out any fractions where the denominator exceeds the specified limit.
You can test this code by changing the values of x
and maxDenominator
in the example usage.
Do you want more details or have any questions? Here are some related questions you might consider:
- How does the continued fraction representation relate to the properties of irrational numbers?
- Can this method be used for any real number, including negative ones?
- What are the limitations of rational approximations?
- How can you visualize the convergence of continued fractions?
- What are other methods for finding rational approximations?
Tip: Always test with various numbers to see how well the approximations work against their true values.
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Math Problem Analysis
Mathematical Concepts
Continued Fractions
Rational Approximations
Real Numbers
Formulas
Continued fraction representation of a real number
Theorems
Best rational approximation theorem
Suitable Grade Level
Grades 11-12
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