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大小: 23.31MB文件类型: .pdf金币: 1下载: 0 次发布日期: 2023-06-15
- 语言: 其他
- 标签: Complex Networks Principles Method Application
资源简介
Networks constitute the backbone of complex systems, from the human brain to computer
communications, transport infrastructures to online social systems, 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 the 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 pre-
sentation 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 social sciences.
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