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

Linfei Nie | Zendy; Zhidong Teng | Zendy

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

Author(s) -

Linfei Nie,

Zhidong Teng

Publication year - 2013

Publication title -

journal of applied mathematics

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.307

H-Index - 43

eISSN - 1687-0042

pISSN - 1110-757X

DOI - 10.1155/2013/326161

Subject(s) - artificial neural network , population , computer science , control theory (sociology) , dynamics (music) , predation , mathematics , property (philosophy) , controller (irrigation) , control (management) , mathematical optimization , artificial intelligence , ecology , philosophy , physics , demography , epistemology , sociology , acoustics , agronomy , biology

A novel modeling method for population dynamics is developed. Based onthe classical Lotka-Volterra model, we construct a new predator-prey model with unknownparameters to simulate the behaviors of predator and prey. Using a the approximation propertyand the machine learning approach of artificial neural networks, a tuning algorithm of unknownparameters is obtained and the factual data of predator-prey can be asymptotically stabilizedusing a neural network controller. Numerical examples and analysis of the results are presented

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