کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5011380 1462591 2018 16 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Research paperA modified Leslie-Gower predator-prey interaction model and parameter identifiability
ترجمه فارسی عنوان
یک مدل تعامل ژن شکارچی لسلی گورو و شناسایی پارامتر
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی مکانیک
چکیده انگلیسی


- Bifurcation and a systematic approach for estimation of identifiable parameters of the model.
- Hopf bifurcation with respect to parameters intrinsic growth rate of predators “s” and prey reserve “m”.
- The sensitivity analysis of the considered model system with respect to all variables is performed.
- System responses and phase plots for estimated parameters are also compared with with true noise free data.
- The system dynamics with true set of parametric values is similar to the estimated parametric values.

In this work, bifurcation and a systematic approach for estimation of identifiable parameters of a modified Leslie-Gower predator-prey system with Crowley-Martin functional response and prey refuge is discussed. Global asymptotic stability is discussed by applying fluctuation lemma. The system undergoes into Hopf bifurcation with respect to parameters intrinsic growth rate of predators (s) and prey reserve (m). The stability of Hopf bifurcation is also discussed by calculating Lyapunov number. The sensitivity analysis of the considered model system with respect to all variables is performed which also supports our theoretical study. To estimate the unknown parameter from the data, an optimization procedure (pseudo-random search algorithm) is adopted. System responses and phase plots for estimated parameters are also compared with true noise free data. It is found that the system dynamics with true set of parametric values is similar to the estimated parametric values. Numerical simulations are presented to substantiate the analytical findings.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Communications in Nonlinear Science and Numerical Simulation - Volume 54, January 2018, Pages 331-346
نویسندگان
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