What is the time complexity of hash tables?
An example of an AI chatbot conversation about hash table complexity analysis.
What is the time complexity of hash tables?
The average time complexity for search, insert, and delete operations in a hash table is O(1). However, in the worst case, it can be O(n) if many elements hash to the same index.
What factors affect the performance of a hash table?
Performance can be affected by the hash function quality, load factor, and how collisions are handled.
Can you explain what a collision is?
A collision occurs when two different keys hash to the same index in the hash table, leading to potential performance issues.
How can collisions be resolved?
Collisions can be resolved using methods like chaining, where each index points to a list of entries, or open addressing, where alternative indices are searched.
What is the load factor in a hash table?
The load factor is the ratio of the number of entries to the number of buckets in the hash table, influencing performance.
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