Converging towards the optimal path to extinction

被引:38
作者
Schwartz, Ira B. [2 ]
Forgoston, Eric [1 ]
Bianco, Simone [3 ]
Shaw, Leah B. [4 ]
机构
[1] Montclair State Univ, Dept Math Sci, Montclair, NJ 07043 USA
[2] US Naval Res Lab, Nonlinear Syst Dynam Sect, Div Plasma Phys, Washington, DC 20375 USA
[3] Univ Calif San Francisco, Dept Bioengn & Therapeut Sci, San Francisco, CA 94158 USA
[4] Coll William & Mary, Dept Appl Sci, Williamsburg, VA 23187 USA
基金
美国国家卫生研究院;
关键词
extinction; optimal path; finite-time Lyapunov exponents; LAGRANGIAN COHERENT STRUCTURES; COMMUNITY SIZE; TIME; MEASLES; STOCHASTICITY; PERSISTENCE; MANIFOLDS; INFERENCE; EPIDEMICS; MODELS;
D O I
10.1098/rsif.2011.0159
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Extinction appears ubiquitously in many fields, including chemical reactions, population biology, evolution and epidemiology. Even though extinction as a random process is a rare event, its occurrence is observed in large finite populations. Extinction occurs when fluctuations owing to random transitions act as an effective force that drives one or more components or species to vanish. Although there are many random paths to an extinct state, there is an optimal path that maximizes the probability to extinction. In this paper, we show that the optimal path is associated with the dynamical systems idea of having maximum sensitive dependence to initial conditions. Using the equivalence between the sensitive dependence and the path to extinction, we show that the dynamical systems picture of extinction evolves naturally towards the optimal path in several stochastic models of epidemics.
引用
收藏
页码:1699 / 1707
页数:9
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