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 of a given real number X (denominator <= a given integer) ?

Solution

Certainly! You can use continued fractions to find the best rational approximation of a given real number XX with a denominator less than or equal to a specified integer. Below is a JavaScript function that implements this approach:

javascript
function continuedFraction(x, maxDenominator) { let a = Math.floor(x); let numerator = a; let denominator = 1; let bestNumerator = a; let bestDenominator = 1; // Store the sequence of terms in the continued fraction let terms = [a]; while (denominator <= maxDenominator) { x = 1 / (x - a); a = Math.floor(x); terms.push(a); // Update the numerator and denominator using the latest term let newNumerator = a * bestNumerator + denominator; let newDenominator = bestDenominator; if (newDenominator <= maxDenominator) { bestNumerator = newNumerator; bestDenominator = newDenominator; } // Prepare for the next iteration numerator = newNumerator; denominator = newDenominator; // Update the best approximation if the new one is better if (denominator <= maxDenominator && Math.abs(x - (bestNumerator / bestDenominator)) < Math.abs(x - (numerator / denominator))) { bestNumerator = numerator; bestDenominator = denominator; } } return { numerator: bestNumerator, denominator: bestDenominator }; } // Example usage: const X = 3.14159; // The real number you want to approximate const maxDenominator = 10; // Maximum allowed denominator const approximation = continuedFraction(X, maxDenominator); console.log(`Best rational approximation: ${approximation.numerator}/${approximation.denominator}`);

Explanation:

  1. Initialization: The function starts by calculating the integer part of XX and initializes the best numerator and denominator.
  2. Continued Fraction Calculation: It iteratively computes the next term in the continued fraction until the denominator exceeds the specified limit.
  3. Rational Approximation: During each iteration, it checks if the current approximation gives a closer value to XX than the best found so far.
  4. Result: It returns the best rational approximation as an object containing the numerator and denominator.

Usage:

You can change the values of X and maxDenominator as needed to find the best rational approximation for different numbers.

Would you like more details or have any questions? Here are some related questions you might consider:

  1. What are the practical applications of rational approximations?
  2. How do continued fractions relate to irrational numbers?
  3. Can you explain how to convert a continued fraction back to a decimal?
  4. What other methods exist for approximating real numbers?
  5. How does the choice of the maximum denominator affect the approximation accuracy?

Tip: Explore using higher denominators for more precise approximations, especially for numbers with more complex decimal expansions.

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Math Problem Analysis

Mathematical Concepts

Number Theory
Approximation Theory
Continued Fractions

Formulas

Continued fraction representation

Theorems

Best rational approximation theorem

Suitable Grade Level

Grades 10-12