A primer on noise-induced transitions in applied dynamical systems

Eric Forgoston, Richard O. Moore

Research output: Contribution to journalArticle

4 Citations (Scopus)

Abstract

Noise plays a fundamental role in a wide variety of physical and biological dynamical systems. It can arise from an external forcing or due to random dynamics internal to the system. It is well established that even weak noise can result in large behavioral changes such as transitions between or escapes from quasi-stable states. These transitions can correspond to critical events such as failures or extinctions that make them essential phenomena to understand and quantify, despite the fact that their occurrence is rare. This article will provide an overview of the theory underlying the dynamics of rare events for stochastic models along with some example applications.

Original languageEnglish
Pages (from-to)969-1009
Number of pages41
JournalSIAM Review
Volume60
Issue number4
DOIs
StatePublished - 1 Jan 2018

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Noise-induced Transition
Dynamical systems
Dynamical system
Rare Events
Stochastic models
Extinction
Forcing
Stochastic Model
Quantify
Internal

Keywords

  • Bit error ratios
  • Dynamical systems
  • Epidemiology
  • Escape
  • Extinction
  • Large deviation theory
  • Mean exit time
  • Mode-locked lasers
  • Noise-induced transitions
  • Optimal path
  • Rare events
  • Stochasticity

Cite this

Forgoston, Eric ; Moore, Richard O. / A primer on noise-induced transitions in applied dynamical systems. In: SIAM Review. 2018 ; Vol. 60, No. 4. pp. 969-1009.
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A primer on noise-induced transitions in applied dynamical systems. / Forgoston, Eric; Moore, Richard O.

In: SIAM Review, Vol. 60, No. 4, 01.01.2018, p. 969-1009.

Research output: Contribution to journalArticle

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