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Techniques for Designing and Analyzing Algorithms

Techniques for Designing and Analyzing Algorithms

          
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About the Book

Techniques for Designing and Analyzing Algorithms

Design and analysis of algorithms can be a difficult subject for students due to its sometimes-abstract nature and its use of a wide variety of mathematical tools. Here the author, an experienced and successful textbook writer, makes the subject as straightforward as possible in an up-to-date textbook incorporating various new developments appropriate for an introductory course.

This text presents the main techniques of algorithm design, namely, divide-and-conquer algorithms, greedy algorithms, dynamic programming algorithms, and backtracking. Graph algorithms are studied in detail, and a careful treatment of the theory of NP-completeness is presented.

In addition, the text includes useful introductory material on mathematical background including order notation, algorithm analysis and reductions, and basic data structures. This will serve as a useful review and reference for students who have covered this material in a previous course.

Features

  • The first three chapters provide a mathematical review, basic algorithm analysis, and data structures
  • Detailed pseudocode descriptions of the algorithms along with illustrative algorithms are included
  • Proofs of correctness of algorithms are included when appropriate
  • The book presents a suitable amount of mathematical rigor

After reading and understanding the material in this book, students will be able to apply the basic design principles to various real-world problems that they may encounter in their future professional careers.


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Product Details
  • ISBN-13: 9781032024103
  • Publisher: Taylor & Francis Ltd
  • Binding: Paperback
  • Language: English
  • Returnable: Y
  • Weight: 770 gr
  • ISBN-10: 1032024100
  • Publisher Date: 26 Aug 2024
  • Height: 254 mm
  • No of Pages: 430
  • Spine Width: 23 mm
  • Width: 178 mm


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