Decision making in noisy bistable systems with time-dependent asymmetry.

Phys Rev E Stat Nonlin Soft Matter Phys

Department of Mathematics, Imperial College London, South Kensington Campus, SW7 2AZ London, United Kingdom.

Published: January 2013

Our work draws special attention to the importance of the effects of time-dependent parameters on decision making in bistable systems. Here, we extend previous studies of the mechanism known as speed-dependent cellular decision making in genetic circuits by performing an analytical treatment of the canonical supercritical pitchfork bifurcation problem with an additional time-dependent asymmetry and control parameter. This model has an analogous behavior to the genetic switch. In the presence of transient asymmetries and fluctuations, slow passage through the critical region in both systems increases substantially the probability of specific decision outcomes. We also study the relevance for attractor selection of reaching maximum values for the external asymmetry before and after the critical region. Overall, maximum asymmetries should be reached at an instant where the position of the critical point allows for compensation of the detrimental effects of noise in retaining memory of the transient asymmetries.

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http://dx.doi.org/10.1103/PhysRevE.87.012715DOI Listing

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