Introduction to the Mathematics of Climate at UMN - Lecture 22

By Richard McGehee

University of Minnesota

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Abstract

This is lecture 22 in the series "Introduction to the Mathematics of Climate" offered at the University of Minnesota in 2014 with the support of MCRN and The Institute for Mathematics and its Applications.

This lecture treats the phenomenon of exponential growth in errors for chaotic systems, using Lyapunov multipliers and exponents. In summary, in chaotic systems,

  • positive Lyapunov exponents are associated with unpredictability,
  • errors propagate exponentially,
  • orbits behave randomly, and 
  • simple deterministic systems can have random behavior.

 

 

 

Submitter

Colin James Grudzien

University of North Carolina at Chapel Hill Mathematics

Tags

  1. climate
  2. climate change
  3. conceptual models
  4. Dynamical systems
  5. education
  6. environment and society
  7. graduate students
  8. Lyapunov exponents
  9. chaos
  10. undergraduate