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Guide to Algorithm Design: Paradigms, Methods, and Complexity Analysis

Guide to Algorithm Design: Paradigms, Methods, and Complexity Analysis

          
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About the Book

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 in-depth 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 NP-complete problems and approaches that go beyond NP-completeness.
  • Part III supplies readers with tools and techniques to evaluate problem complexity, including how to determine which instances are polynomial and which are NP-hard.

Drawing on the authors' classroom-tested 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 polynomial-time algorithms and NP-completeness and beyond.


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Product Details
  • ISBN-13: 9781439825648
  • Publisher: CRC Press
  • Publisher Imprint: Crc Press
  • Depth: 19
  • Height: 239 mm
  • No of Pages: 380
  • Series Title: Chapman & Hall/CRC Applied Algorithms and Data Structures
  • Sub Title: Paradigms, Methods, and Complexity Analysis
  • Width: 160 mm
  • ISBN-10: 1439825645
  • Publisher Date: 27 Aug 2013
  • Binding: Hardback
  • Edition: 1
  • Language: English
  • Returnable: Y
  • Spine Width: 18 mm
  • Weight: 459 gr


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