Advances in network complexity
Dehmer, Matthias
1968-
editor.
Mowshowitz, Abbe
editor.
Emmert-Streib, Frank
editor.
text
bibliography
Electronic books.
Electronic books.
gw
Weinheim, Germany
Wiley-Blackwell
[2013]
2013
monographic
eng
1 online resource (xiv, 293 pages .).
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 careful to include not only classical but also non-classical approaches so as to ensure topicality. Overall, a valuable addition to the literature and a must-have for anyone dealing with complex systems.
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.
edited by Matthias Dehmer, Abbe Mowshowitz, and Frank Emmert-Streib.
Includes bibliographical references and index.
Computational biology
Biomedical engineering
Mathematical models
SCIENCE
Life Sciences
Biology
Biomedical engineering
Mathematical models
Computational biology
QH324
574.028
(UK-RwCLS)352733291X
Quantitative and network biology ; v. 4
9783527670475
3527670475
1299701469
9781299701465
9783527670499
3527670491
9783527670468
3527670467
352733291X
9783527332915
http://onlinelibrary.wiley.com/book/10.1002/9783527670468
http://onlinelibrary.wiley.com/book/10.1002/9783527670468
IDEBK
130628
20171224114347.0
ocn851153926
eng