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Published on: February 3, 2014
A nonexistence criterion for closed orbits in planar flows and its application to fast limit cycle detection
1Department of Mechanical Engineering, Massachusetts Institute of Technology, 77 Massachusetts Avenue, Cambridge, Massachusetts 02139, USA.
A new criterion enhances limit cycle detection in dynamical systems. It uses the Moore-Penrose pseudoinverse to provide manifolds that intersect limit cycles, improving computational efficiency.
Area of Science:
- Dynamical Systems Theory
- Nonlinear Dynamics
- Computational Mathematics
Background:
- Analytical criteria for ruling out limit cycles in 2D dynamical systems are scarce.
- Existing methods like the gradient and Dulac criteria have limitations.
- Limit cycle detection is computationally intensive.
Purpose of the Study:
- To present a new, generally applicable analytical criterion for limit cycle detection.
- To improve the efficiency of identifying limit cycles in dynamical systems.
- To provide a method for enhancing computational approaches to limit cycle analysis.
Main Methods:
- Reformulation of the time differential using the Moore-Penrose pseudoinverse of the velocity field.
- Derivation of a new analytical criterion based on this reformulation.
- Application of the criterion to a planar system with multiple limit cycles.
Main Results:
- A novel, generally applicable criterion for limit cycle detection is presented.
- The criterion provides one-dimensional manifolds that intersect limit cycles.
- Demonstrated a significant increase in efficiency for sampling initial conditions to identify limit cycles.
Conclusions:
- The new criterion offers a powerful tool for analyzing limit cycles in dynamical systems.
- It enhances computational efficiency, especially for systems with small attraction regions.
- The method provides a theoretical advancement for limit cycle detection and analysis.
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