What are the main challenges in search algorithms?
Some key challenges include scalability, efficiency, handling dynamic data, and ensuring accuracy.
Can you explain scalability in search algorithms?
Scalability refers to the algorithm's ability to handle increasing amounts of data without a significant drop in performance.
What about efficiency? How is it measured?
Efficiency is often measured by time complexity and space complexity, indicating how resources are used as input size grows.
Are there specific algorithms that address these challenges?
Yes, algorithms like A* and Dijkstra's are designed to optimize search efficiency and handle larger datasets.
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