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Network dynamics

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Network dynamics is a research field for the study of networks whose status changes in time. The dynamics may refer to the structure of connections of the units of a network,[1][2] to the collective internal state of the network,[3] or both. The networked systems could be from the fields of biology, chemistry, , physics, sociology, economics, computer science, etc. Networked systems are typically characterized as complex systems consisting of many units coupled by specific, potentially changing, interaction topologies.

For a dynamical systems' approach to discrete network dynamics, see sequential dynamical system.

See also

References

  1. ^ Majdandzic, A.; et al. (2014). "Spontaneous recovery in dynamical networks". Nature Physics. 10 (1): 34–38.
  2. ^ Jan Nagler, Anna Levina, Marc Timme (2011). "Impact of Single Links in Competitive Percolation". Nature Physics. 7: 265–270.{{cite journal}}: CS1 maint: multiple names: authors list (link)
  3. ^ John J. Hopfield (1982). "Neural networks and physical systems with emergent collective computational abilities". Proceedings of the National Academy of Sciences of the USA. 79 (8): 2554–2558.