TY - JOUR
T1 - Adapting to a changing environment
T2 - Non-obvious thresholds in multi-scale systems
AU - Perryman, Clare
AU - Wieczorek, Sebastian
N1 - Publisher Copyright:
© 2014 The Author(s) Published by the Royal Society. All rights reserved.
PY - 2014/10/8
Y1 - 2014/10/8
N2 - Many natural and technological systems fail to adapt to changing external conditions and move to a different state if the conditions vary too fast. Such 'non-adiabatic' processes are ubiquitous, but little understood. We identify these processes with a new nonlinear phenomenon-an intricate threshold where a forced system fails to adiabatically follow a changing stable state. In systems with multiple time scales, we derive existence conditions that show such thresholds to be generic, but non-obvious, meaning they cannot be captured by traditional stability theory. Rather, the phenomenon can be analysed using concepts from modern singular perturbation theory: folded singularities and canard trajectories, including composite canards. Thus, nonobvious thresholds should explain the failure to adapt to a changing environment in a wide range of multiscale systems including: tipping points in the climate system, regime shifts in ecosystems, excitability in nerve cells, adaptation failure in regulatory genes and adiabatic switching in technology.
AB - Many natural and technological systems fail to adapt to changing external conditions and move to a different state if the conditions vary too fast. Such 'non-adiabatic' processes are ubiquitous, but little understood. We identify these processes with a new nonlinear phenomenon-an intricate threshold where a forced system fails to adiabatically follow a changing stable state. In systems with multiple time scales, we derive existence conditions that show such thresholds to be generic, but non-obvious, meaning they cannot be captured by traditional stability theory. Rather, the phenomenon can be analysed using concepts from modern singular perturbation theory: folded singularities and canard trajectories, including composite canards. Thus, nonobvious thresholds should explain the failure to adapt to a changing environment in a wide range of multiscale systems including: tipping points in the climate system, regime shifts in ecosystems, excitability in nerve cells, adaptation failure in regulatory genes and adiabatic switching in technology.
KW - Canards
KW - Folded singularity
KW - Rate-induced bifurcations
KW - Thresholds
UR - https://www.scopus.com/pages/publications/84907215854
U2 - 10.1098/rspa.2014.0226
DO - 10.1098/rspa.2014.0226
M3 - Article
AN - SCOPUS:84907215854
SN - 1364-5021
VL - 470
JO - Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences
JF - Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences
IS - 2170
M1 - 20140226
ER -