Buch Complex Networks: Principles, Methods and Applications

Beschreibung Complex Networks: Principles, Methods and Applications

Networks constitute the backbone of complex systems, from the human brain to computer communications, transport infrastructures to online social systems and metabolic reactions to financial markets. Characterising their structure improves our understanding of the physical, biological, economic and social phenomena that shape our world. Rigorous and thorough, this textbook presents a detailed overview of the new theory and methods of network science. Covering algorithms for graph exploration, node ranking and network generation, among others, the book allows students to experiment with network models and real-world data sets, providing them with a deep understanding of the basics of network theory and its practical applications. Systems of growing complexity are examined in detail, challenging students to increase their level of skill. An engaging presentation of the important principles of network science makes this the perfect reference for researchers and undergraduate and graduate students in physics, mathematics, engineering, biology, neuroscience and the social sciences.

Lesen Sie das Buch Complex Networks: Principles, Methods and Applications

Complex networks: Structure and dynamics - ScienceDirect ~ There is also a series of popular books on complex networks available on the market for the lay audience , , . See for . Chapter 6 summarizes some applications to real networks such as the Internet and the World Wide Web, social networks, networks describing the interaction between cell components, and neural networks. The chapter contains issues concerning both the structure and the .

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