Complex Networks
eBook - PDF

Complex Networks

Principles, Methods and Applications

  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

Complex Networks

Principles, Methods and Applications

About this book

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.

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Yes, you can access Complex Networks by Vito Latora,Vincenzo Nicosia,Giovanni Russo in PDF and/or ePUB format, as well as other popular books in Scienze fisiche & Fisica computazionale e matematica. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Half-title page
  3. Title page
  4. Copyright page
  5. Dedication
  6. Contents
  7. Preface
  8. Introduction
  9. 1 Graphs and Graph Theory
  10. 2 Centrality Measures
  11. 3 Random Graphs
  12. 4 Small-World Networks
  13. 5 Generalised Random Graphs
  14. 6 Models of Growing Graphs
  15. 7 Degree Correlations
  16. 8 Cycles and Motifs
  17. 9 Community Structure
  18. 10 Weighted Networks
  19. Appendices
  20. References
  21. Author Index
  22. Index