What are some common challenges faced in algorithm design?
Some common challenges include handling large data sets, ensuring efficiency, and managing complexity.
Can you explain why efficiency is so important in algorithm design?
Efficiency is crucial because it affects the algorithm's performance, especially with large inputs, impacting speed and resource usage.
What strategies can be used to overcome these challenges?
Strategies include using data structures effectively, optimizing code, and applying algorithmic techniques like divide and conquer.
Are there specific examples of algorithms that faced these challenges?
Yes, algorithms like quicksort and Dijkstra's algorithm faced challenges in efficiency and complexity, leading to various optimizations.
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