Complex Networks Principles Methods and Applications 1st Edition by Vito Latora, Vincenzo Nicosia, Giovanni Russo ISBN 978-1107103184 1107103184

Complex Networks Principles Methods and Applications 1st Edition by Vito Latora, Vincenzo Nicosia, Giovanni Russo – Ebook PDF Instant Download/Delivery: 978-1107103184, 1107103184 
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Product details: 

ISBN 10:  1107103184 

ISBN 13: 978-1107103184

Author:  Vito Latora, Vincenzo Nicosia, Giovanni Russo 

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.

Table of contents: 

1. Graphs and Graph Theory

2. Centrality Measures

3. Random Graphs

4. Small World Networks

5. Generalised Random Graphs

6. Models of Growing Graphs

7. Degree Correlations

8. Cycles and Motifs

9. Community Structure

10. Weighted Networks

11. Appendices

12. References

13. Author Index

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Tags: Vito Latora, Vincenzo Nicosia, Giovanni Russo, Complex Networks, Methods and Applications