Achieving Ecological Resilience through Managed Regime Shifts

University of Notre Dame


Fall 2019 - Enroll 1 credit - Special Studies - EE 67598-12 (10184)
Time-Location: - First Meeting Aug. 28, 4pm in Fitzpatrick 264 - or contact me by email
Instructor M.D. Lemmon - Dept. of Electrical Engineering
Pre-requisites Differential Equations
Grading B for showing up to lectures, A for submitting final essay that examines how ecological resilience can be used in networked engineering systems.


Resilience has come to mean several different things in the system sciences. These lectures examine the notion of ecological resilience. For a complex system to be ecologically resilient, one first accept system collapse as being inevitable and then requires that the resources for subsequent system recovery be buried in the wreckage of that collapse. The ecological concept of a regime shift plays an important role in enhancing a complex system's ecological resilience. A regime shift occurs when there is an abrupt change in a system's qualitative behavior. A system's collapse is signaled by a regime shift. But subsequent recovery of a collapsed system is also signaled by regime shifts, thereby allowing one to achieve ecological resilience through managed triggering of regime shifts.

These lectures formalize the ecologist's regime shift concept by identifying regimes with components (also known as basic sets) of a Morse decomposition of the system's chain recurrent set. This formalization allows the identification of two distinct regime shift mechanisms; one triggered by external shocks (shock-induced regime shift) and the other triggered by bifurcations of the system flow (bifurcation-induced regime shift). These lectures formally define ecological resilience in terms of a discrete abstraction (called the regime transition system) that characterizes the sequences of shock-induced regime shifts that can be triggered in the system. These lectures show how that transition system can be constructed from the system's differential equation model and they demonstrate how the regime transition system can be used to enhance ecological resilience through the careful management of the system's regime shifts.


Lecture Notes (preliminary list)
  1. Front Matter
  2. Introduction - What is a Resilient System?
  3. Regime Shifts
  4. Bifurcation Induced Regime Shifts
  5. Shock-Induced Regime Shifts
  6. System Restoration through Managed Regime Shifts
  7. Conclusion - Are Regime Shifts Real?
  8. Back Matter