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What would be the minimum possible height of the binary search tree with elements [2, 5, 6, 4, 8, 3, 9]  if you are allowed to insert in any order?

Question

What would be the minimum possible height of the binary search tree with elements [2, 5, 6, 4, 8, 3, 9] if you are allowed to insert in any order?

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Solution

1. Break Down the Problem

To find the minimum height of a binary search tree (BST) with the given elements, we need to first determine how to insert the elements to balance the tree as much as possible. The height of a binary search tree is minimized when the elements are inserted in a way that the tree remains balanced.

2. Relevant Concepts

The minimum height h h of a binary search tree can be found using the formula: h=log2(n+1)1 h = \lceil \log_2(n + 1) \rceil - 1 where n n is the number of nodes in the tree.

3. Analysis and Detail

  1. Count the Nodes: The number of elements in the list is n=7 n = 7 .

  2. Calculate Height: h=log2(7+1)1=log2(8)1 h = \lceil \log_2(7 + 1) \rceil - 1 = \lceil \log_2(8) \rceil - 1 h=31=31=2 h = \lceil 3 \rceil - 1 = 3 - 1 = 2

4. Verify and Summarize

Let's summarize the results:

  • The number of elements is 7.
  • Using the height formula, the minimal height calculated is 2.

Final Answer

The minimum possible height of the binary search tree with the elements [2, 5, 6, 4, 8, 3, 9] is 2.

This problem has been solved

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