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Introduction to Combinatorial Optimization

Weili Wu author Panos M Pardalos author Ding-Zhu Du author Xiaodong Hu author

Format:Hardback

Publisher:Springer International Publishing AG

Published:27th Sep '22

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Introduction to Combinatorial Optimization cover

This textbook offers a comprehensive introduction to combinatorial optimization, emphasizing methodology and practical applications. It covers key problems and algorithms, enriched with exercises, historical insights, and relevant technology developments.

Introduction to Combinatorial Optimization is a comprehensive textbook designed for upper undergraduate and graduate students in fields such as computer science, industrial engineering, and business management. The popularity of combinatorial optimization courses stems from their broad applicability across various domains. This book aims to bridge existing gaps in the literature by emphasizing methodology and relevant content, enabling students to develop proficiency in solving combinatorial optimization problems.

The text adopts a systematic, step-by-step approach, guiding readers through essential concepts and techniques. It covers a range of common problems, including minimum spanning trees, shortest paths, maximum matching, network flow, and set-cover. Additionally, it introduces key algorithms such as greedy algorithms, dynamic programming, augmenting paths, and divide-and-conquer strategies. Each chapter is thoughtfully structured to enhance understanding and application of these concepts.

Moreover, the book integrates contemporary technological developments, exploring applications in areas like wireless communication, cloud computing, social networks, and machine learning. This connection to real-world scenarios not only enriches the learning experience but also positions students at the forefront of combinatorial optimization. With historical notes, numerous exercises, well-placed graphics, and an extensive bibliography, Introduction to Combinatorial Optimization serves as a valuable resource for students and educators alike, fostering a deeper understanding of this vital subject.

“This book introduces combinatorial optimization with a methodology-oriented organization. It targets undergraduate and graduate students and contains a good mix of theoretical results (with proof) and examples, which helps the reader acquire ideas and concepts. The chapters end with a list of exercises for the students.” (Francisco Chicano, Mathematical Reviews, January, 2024)

“The book can appropriately be used as a textbook in a graduate course. All the algorithms are clearly explained and presented. It is a very valuable book for successful application of real problems from combinatorial optimization. … this book is an excellent contribution to the field of combinatorial optimization, and it is highly recommended to the students and researchers in optimization.” (Samir Kumar Neogy, zbMATH 1512.90001, 2023)

ISBN: 9783031105944

Dimensions: unknown

Weight: unknown

402 pages

1st ed. 2022