What are the limitations of greedy algorithms?
An example of an AI chatbot conversation about the limitations of greedy algorithms.
What are the limitations of greedy algorithms?
Greedy algorithms make the locally optimal choice at each step, but they don't always lead to a global optimum.
Can you give me an example where a greedy algorithm fails?
Sure! The classic example is the Knapsack problem, where greedy choices can lead to suboptimal solutions.
Are there any problems where greedy algorithms work perfectly?
Yes, greedy algorithms work well for problems like Huffman coding and Prim's algorithm for minimum spanning trees.
How do greedy algorithms compare to dynamic programming?
Greedy algorithms are simpler and faster but may not always yield the best solution, unlike dynamic programming.
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