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This second edition continues to take the 'mystery' out of designing and analyzing algorithms and their efficacy and efficiency. The book serves as a textbook of choice for any algorithm design course while maintaining its status as a practical reference guide to algorithms. It incorporates twice the tutorial material and exercises, provides full online support for lecturers, and a improved website component with lecture slides, audio and video. The book also contains a catalog of the 75 important algorithmic problems and features 'war stories' and 'interview problems', relating experiences from real-world applications.