lotka-volterra - Model predator-prey and competition dynamics
Analyzes two-species predator-prey and competition systems with coupled differential equations, equilibria, nullclines, stability, and parameter fitting.
Tags
Updated: 2026-10-04ecologypopulation dynamicspredator-preyspecies competitionordinary differential equationsphase-plane analysis
Capabilities
Typical Inputs
What this skill does
- Solve coupled ODE systems
- Calculate equilibrium points
- Compute phase-plane nullclines
- Fit model parameters
- Assess coexistence outcomes
Inputs
- Model type
- Initial conditions
- Time points
- Model parameters
- Population observations
- Initial parameter guesses
- Nullcline range
Outputs
- Population trajectory arrays
- Equilibrium point lists
- Nullcline data
- Fitted parameter values
- Coexistence analysis results
Requirements
- Python environment
- NumPy
- SciPy
- Matplotlib