Question
Download Solution PDFLet T(n) be the number of different binary search trees on n distinct elements-then
\(\mathrm{T}(\mathrm{n})=\sum_{\mathrm{k}=1}^{\mathrm{n}} T(K-1) T(x)\) where x is :
Answer (Detailed Solution Below)
Detailed Solution
Download Solution PDFLet T(n) be the number of different binary search trees on n distinct elements. Then:
T(n) = ∑k=1n T(k-1) T(x) where x is:
- 1) n - k + 1
- 2) n - k
- 3) n - k - 1
- 4) n - k - 2
The correct answer is option 1: n - k + 1
Key Points
- The formula for the number of different binary search trees (BSTs) on n distinct elements can be understood as follows:
- For each element k (from 1 to n) chosen as the root, there are T(k-1) ways to arrange the elements to the left of k (i.e., the left subtree) and T(x) ways to arrange the elements to the right of k (i.e., the right subtree).
- In this context, x represents the number of elements remaining after choosing k and the elements to its left, which is n - k + 1.
- Thus, the formula is: T(n) = ∑k=1n T(k-1) T(n - k + 1).
Additional Information
- The number of different BSTs on n distinct elements is also known as the nth Catalan number, which has a closed-form expression: C(n) = (1 / (n + 1)) (2n choose n).
- This counting problem is fundamental in combinatorial mathematics and has applications in various fields, including computer science and algorithm design.
- Understanding the properties and formulas of BSTs helps in optimizing search and sort operations in data structures.
Last updated on Feb 20, 2025
-> A total number of 113 revised vacancies have been announced for the post of Scientific Assistant in Computer Science (CS), Information Technology (IT), and Electronics & Communication (EC) streams.
-> Online application form, last date has been extended up to from 17th April 2025.
->The NIELT has revised the Essential Qualifications for the post of Scientific Assistant. Candidates must possess (M.Sc.)/ (MS)/ (MCA) / (B.E.)/ (B.Tech) in relevant disciplines.
-> The NIELIT Scientific Assistant 2025 Notification has been released by the National Institute of Electronics and Information Technology (NIELIT).