The tight asymptotic bound for the recurrence T(n) = 2T(n/4) + √n is

2025

The tight asymptotic bound for the recurrence T(n) = 2T(n/4) + √n is

  1. A.

    Θ(√n)

  2. B.

    Θ(n log n)

  3. C.

    Θ(√n log n)

  4. D.

    Θ(n log √n)

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Correct answer: C

Apply the Master Theorem to T(n) = 2T(n/4) + √n.

  • Step 1: Identify parameters: a = 2, b = 4, and f(n) = √n = n^{1/2}.

  • Step 2: Compute the critical exponent: n^{log_b a} = n^{log_4 2} = n^{1/2} = √n.

  • Step 3: Compare f(n) to n^{log_b a}: f(n) = Θ(n^{1/2}) = Θ(n^{log_b a}), so this matches the balanced case of the Master Theorem (k = 0).

  • Step 4: Apply the Master Theorem case 2: When f(n) = Θ(n^{log_b a} log^k n) with k = 0, the solution is T(n) = Θ(n^{log_b a} log^{k+1} n) = Θ(√n log n).

Answer: T(n) = Θ(√n log n).

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