Identification of Parameters of Conservative Multispecies Lotka-Volterra System Based on Sampled Data

Identification of Parameters of Conservative Multispecies Lotka-Volterra System Based on Sampled Data

In this paper, we propose a method for identifying the parameters of the multispecies Lotka-Volterra model based on sampled data. The conditions (nonhyperplanarity, recurrence) under which the “Stripe” algorithm achieves the identification goals are found. The relation between nonhyperplanar recurre...

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Bibliographic Details
Main Authors: Aleksandr Semenov, Alexander Fradkov
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Mathematics
Subjects:
Lotka-Volterra model
parameters identification
nonhyperplanar trajectory
method of recurrent goal inequalities
“Stripe” algorithm
Online Access:https://www.mdpi.com/2227-7390/12/2/248
Description
Summary:In this paper, we propose a method for identifying the parameters of the multispecies Lotka-Volterra model based on sampled data. The conditions (nonhyperplanarity, recurrence) under which the “Stripe” algorithm achieves the identification goals are found. The relation between nonhyperplanar recurrent trajectories and the persistent excitation condition for systems of general form is studied.
ISSN:2227-7390

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