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Advances in network complexity / edited by Matthias Dehmer, Abbe Mowshowitz, and Frank Emmert-Streib. - Weinheim, Germany : Wiley-Blackwell, [2013] - 1 online resource (xiv, 293 pages .). - Quantitative and network biology ; volume 4 . - Quantitative and network biology ; v. 4. .

Includes bibliographical references and index.

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.

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.

9783527670475 3527670475 1299701469 9781299701465 9783527670499 3527670491 9783527670468 3527670467 352733291X 9783527332915

016300421 Uk


Computational biology.
Biomedical engineering--Mathematical models.
SCIENCE--Life Sciences--Biology.
Biomedical engineering--Mathematical models.
Computational biology.


Electronic books.
Electronic books.

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