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Advances in network complexity /
A well-balanced overview of mathematical approaches to describe complex systems, ranging from chemical reactions to gene regulation networks, from ecological systems to examples from social sciences. Matthias Dehmer and Abbe Mowshowitz, a well-known pioneer in the field, co-edit this volume and are...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Weinheim, Germany :
Wiley-Blackwell,
[2013]
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| Colección: | Quantitative and network biology ;
v. 4. |
| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 1. Functional complexity based on topology
- 2. Connections between artificial intelligence and conputational complexity and the complexity of graphs
- 3. Selection-based estimates of complexity unravel some mechanisms and selective pressures underlying the evolution of complexity in artificial networks
- 4. Three types of network complexity pyramid
- 5. Computational complexity of graphs
- 6. The linear complexity of a graph
- 7. Kirchhoff's matrix-tree theorem revisited: counting spanning trees with the quantum relative entropy
- 8. Dimension measure for complex networks
- 9. Information-based complexity of networks
- 10. Thermodynamic depth in undirected and directed networks
- 11. Circumscribed complexity in ecological networks
- 12. Metros as biological systems complexity in small real-life networks.