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You can generally use them to model a situation or improve it. For instance, if you're doing a dictionary, you'll be looking into a trie or Bloom filter, and it's generally like that I'm using it.

Skiena's Algorithm Design Manual is great for the former approach, and has a cookbook feel to it, since most of it is just an index of different algorithms to use for different situations.




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