複雑ネットワークの科学 The Nature of Complex Networks

Dorogovtsev, Sergey N./ Mendes, José F. F.

Oxford University Press（2025/02発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 480 p.
• 言語 ENG
• 商品コード 9780198959632
• DDC分類 003

Full Description

The Nature of Complex Networks provides a systematic introduction to the statistical mechanics of complex networks and the different theoretical achievements in the field that are now finding strands in common.

The book presents a wide range of networks and the processes taking place on them, including recently developed directions, methods, and techniques. It assumes a statistical mechanics view of random networks based on the concept of statistical ensembles but also features the approaches and methods of modern random graph theory and their overlaps with statistical physics.

This book will appeal to graduate students and researchers in the fields of statistical physics, complex systems, graph theory, applied mathematics, and theoretical epidemiology.

Contents

Preface
1: First insight
2: Graphs
3: Classical random graphs
4: Equilibrium networks
5: Evolving networks
6: Connected components
7: Epidemics and spreading phenomena
8: Networks of networks
9: Spectra and communities
10: Walks and search
11: Temporal networks
12: Cooperative systems on networks
13: Inference and reconstruction
14: What's next?
Further Reading
Appendices A-G
References