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This is a very good book: http://www.amazon.com/Introduction-Algorithms-Third-Edition-...

I will say though, it's really intense on theory, and it requires a good background in math. A lot of people will recommend this book though. Also, it's physically heavy :)

That book is considered the 'Bible' of this area but I wouldn't recommend it to anyone who is looking to get started. It's like reading the dictionary.

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