Techniques for Designing and Analyzing Algorithms

Douglas R. Stinson (University of Waterloo, Ontario, Canada)

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English

Chapman & Hall/CRC
26 August 2024

Computing: general; Algorithms & data structures; Computer science

Series: Chapman & Hall/CRC Cryptography and Network Security Series

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.

By: Douglas R. Stinson (University of Waterloo Ontario Canada)
Imprint: Chapman & Hall/CRC
Country of Publication: United Kingdom
Dimensions: Height: 254mm, Width: 178mm,
Weight: 820g
ISBN: 9781032024103
ISBN 10: 1032024100
Series: Chapman & Hall/CRC Cryptography and Network Security Series
Pages: 430
Publication Date: 26 August 2024
Audience: College/higher education , Primary
Format: Paperback
Publisher's Status: Active

Douglas R. Stinson obtained his PhD in Combinatorics and Optimization from the University of Waterloo in 1981. He held academic positions at the University of Manitoba and the University of Nebraska-Lincoln before returning to Waterloo in 1998. In 2019, Dr. Stinson retired from the David R. Cheriton School of Computer Science at the University of Waterloo and he now holds the title Professor Emeritus. His research interests include cryptography and computer security, combinatorics and coding theory, and applications of discrete mathematics in computer science. He was elected as a Fellow of the Royal Society of Canada in 2011. He has published almost 400 papers and several books, including Cryptography: Theory and Practice, Fourth Edition, also published by CRC Press.