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Realistic threshold policy with hysteresis to control predator-prey continuous dynamics
Magno Enrique Mendoza Meza1, Amit Bhaya
1Department of Electrical Engineering, COPPE, Federal University of Rio de Janeiro, Rio de Janeiro, RJ 21945-970, Brazil. magno@coep.ufrj.br
This study introduces a threshold policy with hysteresis (TPH) to control predator-prey models, preventing species extinction. The policy achieves stable, bounded oscillations using virtual equilibrium points.
Area of Science:
- Ecology
- Mathematical Biology
- Systems Biology
Background:
- Predator-prey models are fundamental to understanding ecological dynamics.
- Classical models like Lotka-Volterra and Rosenzweig-MacArthur often predict species extinction.
- Density-dependent and ratio-dependent models are used to explore complex ecological interactions.
Purpose of the Study:
- To introduce a novel control policy, threshold policy with hysteresis (TPH), for predator-prey systems.
- To demonstrate TPH's ability to prevent species extinction in various ecological models.
- To provide a simple and intuitive method for designing TPH using virtual equilibrium points.
Main Methods:
- Application of the threshold policy with hysteresis (TPH) to Lotka-Volterra, Rosenzweig-MacArthur, and Arditi-Ginzburg models.
- Analysis of system dynamics under TPH to achieve bounded oscillations.
- Design of the TPH policy through the selection of virtual equilibrium points.
Main Results:
- The TPH policy successfully modifies system dynamics to ensure bounded oscillations.
- Extinction of either predator or prey species is avoided within the controlled region.
- The policy offers a straightforward design approach via virtual equilibrium points.
Conclusions:
- The threshold policy with hysteresis (TPH) is an effective control strategy for predator-prey models.
- TPH ensures ecological stability by preventing species extinction.
- The proposed method provides an intuitive and practical approach to ecological control system design.
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