What is the time complexity of different data structures?
An example of an AI chatbot conversation about data structures and their time complexity.
What is the time complexity of different data structures?
The time complexity varies by data structure. For example, arrays have O(1) access time, while linked lists have O(n).
Can you explain why linked lists have O(n) access time?
Linked lists require traversal from the head to the desired node, resulting in O(n) time complexity for access.
What about the time complexity for searching in a binary search tree?
In a balanced binary search tree, the average time complexity for searching is O(log n), but it can degrade to O(n) if unbalanced.
How does the complexity differ for hash tables?
Hash tables offer average O(1) time complexity for search, insert, and delete operations, assuming a good hash function.
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