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Question 11 of 75

What is a greedy algorithm, and when does the greedy choice work?

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A greedy algorithm builds an answer step by step, always grabbing the option that looks best right now. It never revisits a past choice. This makes it fast and simple, usually O(n log n) after a sort, sometimes O(n).

The greedy choice works when two things hold. First, a locally best pick is part of some overall best answer (the greedy-choice property). Second, solving what remains after that pick gives the full solution (optimal substructure).

Making change with coin sizes like 1, 5, 10, 25 works greedily: take the biggest coin that fits, repeat. It fails on odd coin sets, where a smaller first coin wins.

When you cannot prove the pick is safe, greedy quietly returns a wrong answer. Test it against a slower exact method before trusting it.

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