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 sqrt(13) (denominator <= 30) ?

Solution

Yes, continued fractions are an effective way to find the best rational approximations of real numbers, including square roots. Here’s a JavaScript code snippet that calculates the best rational approximation of 13\sqrt{13} with a denominator less than or equal to 30:

javascript
function continuedFractionSqrt(n) { const a0 = Math.floor(Math.sqrt(n)); let m = 0; let d = 1; let a = a0; const coefficients = [a0]; while (a !== 2 * a0) { m = d * a - m; d = (n - m * m) / d; a = Math.floor((a0 + m) / d); coefficients.push(a); } return coefficients; } function bestRationalApproximation(cf, maxDenominator) { let p0 = 0, p1 = 1; let q0 = 1, q1 = 0; for (let i = 0; i < cf.length; i++) { const a = cf[i]; const p = a * p1 + p0; const q = a * q1 + q0; if (q > maxDenominator) { break; } p0 = p1; p1 = p; q0 = q1; q1 = q; } return { numerator: p1, denominator: q1 }; } const sqrt13ContinuedFraction = continuedFractionSqrt(13); const approximation = bestRationalApproximation(sqrt13ContinuedFraction, 30); console.log(`Best rational approximation of sqrt(13) with denominator <= 30: ${approximation.numerator}/${approximation.denominator}`);

Explanation:

  1. Continued Fraction Generation: The continuedFractionSqrt function generates the continued fraction coefficients for 13\sqrt{13}.
  2. Best Rational Approximation: The bestRationalApproximation function uses the coefficients to find the best rational approximation with a denominator limited to 30.

Output:

Running the above code will provide the best rational approximation of 13\sqrt{13} with a denominator not exceeding 30.

If you have any questions or need further details, feel free to ask! Here are some follow-up questions:

  1. What is a continued fraction and how does it work?
  2. Can you explain how the coefficients are used in the approximation process?
  3. Are there other methods for finding rational approximations?
  4. What are some practical applications of rational approximations?
  5. Would you like to see a visual representation of continued fractions?

Tip: Explore various numbers to see how the best rational approximation changes with different square roots!

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Math Problem Analysis

Mathematical Concepts

Continued Fractions
Rational Approximations
Number Theory

Formulas

Continued fraction representation
Best rational approximation algorithm

Theorems

Properties of continued fractions

Suitable Grade Level

Grades 11-12