The Control Data Method : A New Method of Modeling in Population Dynamics

Abstract EN

A novel modeling method for population dynamics is developed.

Based on the classical Lotka-Volterra model, we construct a new predator-prey model with unknown parameters to simulate the behaviors of predator and prey.

Using a the approximation property and the machine learning approach of artificial neural networks, a tuning algorithm of unknown parameters is obtained and the factual data of predator-prey can be asymptotically stabilized using a neural network controller.

Numerical examples and analysis of the results are presented.