Complex networks : an algorithmic perspective / Kayhan Erciyes.

Format:

Book

Author/Creator:

Erciyes, Kayhan, author.

Language:

English

Subjects (All):

System analysis--Mathematics.

System analysis.

Computational complexity.

Algorithms.

Physical Description:

1 online resource (318 p.)

Edition:

1st edition

Place of Publication:

Boca Raton : Taylor & Francis, [2015]

Language Note:

English

System Details:

text file

Summary:

Network science is an emerging field of study that encompasses mathematics, computer science, physics, and engineering. An important issue in the study of complex networks is to understand the collective behavior of the elements of these networks. Although the results from graph theory have proven to be powerful in investigating the structures of complex networks, there are few books on the algorithmic aspects of complex network analysis. Filling this need, this book supplies the basic theoretical algorithmic and graph theoretic knowledge needed by every researcher of complex networks-- Provided by publisher.

Contents:

Front Cover; Dedication; Contents; List of Figures; List of Tables; Preface; Chapter 1: Introduction; Part I: BACKGROUND; Chapter 2: Graph Theory; Chapter 3: Algorithms and Complexity; Chapter 4: Analysis of Complex Networks; PART II: ALGORITHMS; Chapter 5: Distance and Centrality; Chapter 6: Special Subgraphs; Chapter 7: Data Clustering; Chapter 8: Graph-based Clustering; Chapter 9: Network Motif Discovery; APPLICATIONS III; Chapter 10: Protein InteractionNetworks; Chapter 11: Social Networks; Chapter 12: The Internet and the Web; Chapter 13: Ad hocWireless Networks; Back Cover

Notes:

Communication book.

Includes bibliographical references at the end of each chapters.

Description based on print version record.

ISBN:

9781040055045

1040055044

9780429072031

0429072031

9781138033894

1138033898

9781466571679

1466571675

OCLC:

890814895