15 Best Books on Complex Networks

We have compiled a list of the Best Reference Books on Complex Networks, which are used by students of top universities, and colleges. This will help you choose the right book depending on if you are a beginner or an expert. Here is the complete list of Complex Networks Books with their authors, publishers, and an unbiased review of them as well as links to the Amazon website to directly purchase them. If permissible, you can also download the free PDF books on Complex Networks below.

1. Complex Networks

 
1."Evolution of Networks" by S N Dorogovtsev and J F F Mendes
Book Review: The book presents an explanation of networks, using the internet and the World Wide Web as examples. It also illustrates how physical existence is founded on diverse biological networks, and discusses economic and social networks. The book provides an overview of the fundamentals of networks, including the general principles of their organization and evolution, and incorporates concepts from mathematics, statistical physics, biology, and computer science. It is authored by physicists, who offer a comprehensive insight into the world of networks.

Buy-this-Book (India) Buy-this-book (US)
 
2."Optimization of Stochastic Discrete Systems and Control on Complex Networks" by Dmitrii Lozovanu and Stefan Pickl
“Optimization of Stochastic Discrete Systems and Control on Complex Networks: Computational Networks (Advances in Computational Management Science Book 12)” Book Review: This book presents recent advancements in stochastic programming models and solving optimal control problems in organizations. It covers the authors’ discoveries on discrete optimal control problems and Markov decision problems in computational organizations. The book discusses the limited state space of Markov chains, reviews current methods for determining the main characteristics, and proposes new approaches based on dynamic programming and combinatorial methods. The second part focuses on stochastic discrete optimal control models with finite and infinite horizons, while the third develops a game-theoretical approach to Markov decision problems. The final chapter deals with limited horizon stochastic control problems and Markov decision processes. The book’s algorithms offer a significant contribution to computational organization theory.

Buy-this-Book (India) Buy-this-book (US)
 
3."Complex Networks: Structure, Robustness and Function" by Reuven Cohen and ‎Shlomo Havlin
Book Review: This book offers a comprehensive guide to the structure and function of complex networks, providing a detailed overview of important results and analytical techniques. Through a series of examples, the book explores topics ranging from internet stability to efficient methods of population immunization, showcasing the application of theoretical methods and experimental results in the study of complex networks. Designed with graduate students in mind, the book includes review questions at the end of each chapter to aid comprehension and facilitate further study.

Buy-this-Book (India) Buy-this-book (US)
 
4."MACHINE LEARNING IN COMPLEX NETWORKS" by HRISTIANO SILVA
“Machine Learning in Complex Networks” Book Review: The focus of this book is on complex networks and network-based machine learning. It provides an overview of various techniques for non-supervised, semi-supervised, and supervised learning on complex networks. The book offers analytical methods to understand data reliability issues and hybrid classification techniques for both high and low order learning. By integrating the fundamental concepts of complex networks and machine learning, this book is an ideal resource for students, researchers, and professionals in computer science and engineering fields.

Buy-this-Book (India) Buy-this-book (US)
 
5."Managing Complex Networks: Strategies for the Public Sector" by Koppenjan Klijn Kickert
“Managing Complex Networks: Strategies for the Public Sector” Book Review: This book offers a comprehensive analysis of policy networks, including their management strategies, fundamental concepts, and their contribution to policy failure. The book also provides practical examples of intervention strategies to address policy failure. It is an invaluable resource for both students and professionals seeking to understand policy networks and their management.

advertisement
advertisement
Buy-this-Book (India) Buy-this-book (US)
 
6."Long Range Interactions in Complex Networks" by Kalala Mutombo Franck
“Long Range Interactions in Complex Networks” Book Reviews: This book explores Long Range Interactions (LRI) and how interactions propagate from one node to others in a network even when they are not directly connected. It focuses on the application of the LRI approach to a Susceptible-Infected-Susceptible (SIS) model for understanding the spread of infection in complex networks. The book also covers the study of conductance as a means of controlling the feasibility of these interactions. This comprehensive analysis is useful for researchers and professionals interested in network science and epidemic modeling.

Buy-this-Book (India) Buy-this-book (US)
 
7."Analysis, Structure and Organization of Complex Networks" by Faraz Zaidi
“Analysis, Structure and Organization of Complex Networks” Book Review: The focus of this book is on the analysis and mining of complex networks through a visual analytics approach. It presents a comparative study of different networks to identify their similarities and dissimilarities. Additionally, the book explores the potential of the proposed method for building visualization and clustering techniques, which yield promising results. It serves as a valuable reference for students, researchers, and professionals interested in the field of complex networks and visual analytics.

Buy-this-Book (India) Buy-this-book (US)
 
8."Dynamics on and of Complex Networks" by Mukherjee Deutsch Ganguly
“Dynamics On and Of Complex Networks” Book Review: This book explores the statistical dynamics of complex networks and their relevance to various scientific fields, promoting interdisciplinary research. It provides an in-depth analysis of man-made complex network systems such as the World Wide Web and peer-to-peer networks, as well as natural complex network systems like genetic pathways, linguistic systems, social systems, and ecological networks. The updated research and survey presented in this volume highlight the benefits of using complex networks to tackle challenging problems across different domains. This book is an excellent resource for beginners, graduate students, researchers, and practitioners seeking to broaden their knowledge of complex networks.

Buy-this-Book (India) Buy-this-book (US)
 
9."LECTURES ON COMPLEX NETWORKS OMSP C" by Dorogovtsev
“Lectures on Complex Networks” Book Review: This book presents the fundamental principles of complex networks, tracing its evolution from its origins to the latest advances in the field. It provides a comprehensive yet concise overview of the subject matter. Aimed at undergraduate and graduate students, the book offers an introduction to the basics of complex networks, while also presenting the recent research conducted in this field.

Buy-this-Book (India) Buy-this-book (US)
 
10."Complex Networks: An Algorithmic Perspective" by Erciyes Kayhan Erciyes
“Complex Networks: An Algorithm Perspective” Book Review: This book provides an introduction to graph theory and theoretical algorithmic knowledge necessary to understand complex networks. The book examines static properties of complex networks, emphasizing distributed and parallel algorithms. It also includes case studies that illustrate the benefits of applying algorithms to real-world networks such as social networks, computer networks, and protein interaction networks. The chapter summaries and review questions make it a suitable read for students and researchers with a background in algorithms and basic discrete mathematics.

Buy-this-Book (India) Buy-this-book (US)
 
11."Control Techniques for Complex Networks" by Sean Meyn
“Control Techniques for Complex Networks” Book Review: This is a comprehensive guide for network control engineers and researchers. The book covers topics such as Lyapunov theory, stochastic stability, and optimization methods for network control. It explains how to design controllers for large-scale networks and how to control networked systems in the presence of uncertainties. The book also covers advanced topics such as consensus algorithms, distributed optimization, and game theory for network control. With detailed examples and exercises, this book provides a solid foundation for understanding the control of complex networks.

Buy-this-Book (India) Buy-this-book (US)


advertisement

2. Complex Network Theory

 
1."Principles of Systems Science (Understanding Complex Systems)" by George E Mobus and Michael C Kalton
“Principles of Systems Science (Understanding Complex Systems)” Book Review: The book is a comprehensive introduction to systems structure, functions, and modeling in science and engineering, suitable for undergraduate students in systems science and related fields. The book covers in-depth theoretical concepts, along with graphs, illustrations, examples, and unsolved problems to aid in understanding the subject. It also addresses a wide range of open-ended questions and provides opportunities for research.

Buy-this-Book (India) Buy-this-book (US)
 
2."Foundations of Network Optimization and Games (Complex Networks and Dynamic Systems)" by Terry L Friesz and David Bernstein
“Foundations of Network Optimization and Games (Complex Networks and Dynamic Systems)” Book Review: This is a comprehensive textbook on the mathematical foundations of network optimization and game theory. It is written by Terry L Friesz and David Bernstein and is part of the Complex Networks and Dynamic Systems series. The book covers a wide range of topics, including linear and nonlinear programming, graph theory, network flows, game theory, and algorithmic methods. The authors provide a detailed introduction to each topic, followed by a variety of examples and exercises that allow readers to practice the material. The book is aimed at graduate students and researchers in operations research, computer science, and related fields.

Buy-this-Book (India) Buy-this-book (US)
 
3."Complex Systems and Networks (Understanding Complex Systems)" by Jinhu Lü and Xinghuo Yu
“Complex Systems and Networks (Understanding Complex Systems)” Book Review: This book presents cutting-edge research findings in the field of complex networks. It covers a wide range of topics, including the dynamics of complex networks, kernel spectral methods, deflection routing in complex networks, and recommender systems for social network analysis and mining.

advertisement
Buy-this-Book (India) Buy-this-book (US)
 
4."Intentional Risk Management through Complex Networks Analysis (SpringerBriefs in Optimization)" by Victor Chapela and Regino Criado
“Intentional Risk Management through Complex Networks Analysis (SpringerBriefs in Optimization)” Book Review: This book is a valuable resource for graduate students and researchers interested in the intersection of cyber-security and complex network applications. It offers a comprehensive guide to understanding intentional technological risk modeling through the integration of game theory and complex networks. The content is designed to provide a clear and concise overview of this important topic.

Buy-this-Book (India) Buy-this-book (US)
We have put a lot of effort into researching the best books on Complex Networks and came out with a recommended list and their reviews. If any more book needs to be added to this list, please email us. We are working on free pdf downloads for books on Complex Networks and will publish the download link here. Fill out this Complex Networks books pdf download" request form for download notification.

advertisement
advertisement
Subscribe to our Newsletters (Subject-wise). Participate in the Sanfoundry Certification contest to get free Certificate of Merit. Join our social networks below and stay updated with latest contests, videos, internships and jobs!

Youtube | Telegram | LinkedIn | Instagram | Facebook | Twitter | Pinterest
Manish Bhojasia - Founder & CTO at Sanfoundry
Manish Bhojasia, a technology veteran with 20+ years @ Cisco & Wipro, is Founder and CTO at Sanfoundry. He lives in Bangalore, and focuses on development of Linux Kernel, SAN Technologies, Advanced C, Data Structures & Alogrithms. Stay connected with him at LinkedIn.

Subscribe to his free Masterclasses at Youtube & discussions at Telegram SanfoundryClasses.