A Guide to Algorithm Design: Paradigms, Methods, and Complexity Analysis (Chapman & Hall/CRC Applied Algorithms and Data Structu,Used

A Guide to Algorithm Design: Paradigms, Methods, and Complexity Analysis (Chapman & Hall/CRC Applied Algorithms and Data Structu,Used

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Presenting a complementary perspective to standard books on algorithms, A Guide to Algorithm Design: Paradigms, Methods, and Complexity Analysis provides a roadmap for readers to determine the difficulty of an algorithmic problem by finding an optimal solution or proving complexity results. It gives a practical treatment of algorithmic complexity and guides readers in solving algorithmic problems.Divided into three parts, the book offers a comprehensive set of problems with solutions as well as indepth case studies that demonstrate how to assess the complexity of a new problem.Part I helps readers understand the main design principles and design efficient algorithms. Part II covers polynomial reductions from NPcomplete problems and approaches that go beyond NPcompleteness. Part III supplies readers with tools and techniques to evaluate problem complexity, including how to determine which instances are polynomial and which are NPhard.Drawing on the authors classroomtested material, this text takes readers step by step through the concepts and methods for analyzing algorithmic complexity. Through many problems and detailed examples, readers can investigate polynomialtime algorithms and NPcompleteness and beyond.

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