dynamic programming

I am beginner and I want to know what is dynamic programming?And how it is used in programming?
So,please can somebody suggest a good reference book which contains explanation about dynamic programming and examples which can be solved best only by dynamic programming,so that I can understand the concept thoroughly.!!!

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I’ve added some tutorials and problems under dynamic programming check them out.