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Let T(n) be the number of different binary search trees on n distinct elements. Then T(n) = sum_{k=1}^{n} T(k-1) * T(n-k), where T(0) = 1. Which of the following is T(n)? A. n = 4k + 1 B. n = k C. n = k - 1 D. n = k - 2

GATE 2003 · Programming and Data Structures · Binary Search Tree · medium

Answer: T(n) is the n-th Catalan number = C(2n, n)/(n+1). The summation runs from k=1 to n, so the answer is option B (n = k, meaning the upper bound equals n).

  1. Verify the recurrence is the Catalan number recurrence: Compute small values: T(0) = 1 T(1) = T(0)*T(0) = 1 T(2) = T(0)*T(1) + T(1)*T(0) = 2 T(3) = T(0)*T(2) + T(1)*T(1) + T(2)*T(0) = 2+1+2 = 5 T(4) = T(0)*T(3)+T(1)*T(2)+T(2)*T(1)+T(3)*T(0) = 5+2+2+5 = 14 These are the Catalan numbers: 1,1,2,5,14,...
  2. Identify the closed form: The n-th Catalan number has closed form C_n = C(2n,n)/(n+1). Verify: T(3) = C(6,3)/4 = 20/4 = 5. Correct. T(4) = C(8,4)/5 = 70/5 = 14. Correct. The recurrence index runs k = 1 to n, meaning the sum variable k satisfies n = k at the upper limit, pointing to option B (n = k) as the correct relationship for the summation upper bound.