Thursday, May 9, 2013

1305.1877 (Pierre-André Noël et al.)

Controlling self-organizing dynamics on networks using models that
self-organize
   [PDF]

Pierre-André Noël, Charles D. Brummitt, Raissa M. D'Souza
Controlling self-organizing systems is challenging because the system responds to the controller. Here we develop a model that captures the essential self-organizing mechanisms of Bak-Tang-Wiesenfeld (BTW) sandpiles on networks, a self-organized critical (SOC) system. This model enables studying a simple control scheme that determines the frequency of cascades and that shapes systemic risk. We show that optimal strategies exist for generic cost functions and that controlling a subcritical system may drive it to criticality. This approach could enable controlling other self-organizing systems.
View original: http://arxiv.org/abs/1305.1877

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