Machine learning emulators of dynamical systems for understanding ecosystem behaviour DOI Creative Commons

Oriol Pomarol Moya,

Siamak Mehrkanoon, Madlene Nussbaum

et al.

Ecological Modelling, Journal Year: 2024, Volume and Issue: 501, P. 110956 - 110956

Published: Dec. 3, 2024

Language: Английский

Memory impacts in hepatitis C: A global analysis of a fractional-order model with an effective treatment DOI
Parvaiz Ahmad Naik, Mehmet Yavuz,

Sania Qureshi

et al.

Computer Methods and Programs in Biomedicine, Journal Year: 2024, Volume and Issue: 254, P. 108306 - 108306

Published: June 28, 2024

Language: Английский

Citations

54

Analysis and modeling with fractal-fractional operator for an epidemic model with reference to COVID-19 modeling DOI Creative Commons
Parvaiz Ahmad Naik, Muhammad Farman, Anum Zehra

et al.

Partial Differential Equations in Applied Mathematics, Journal Year: 2024, Volume and Issue: 10, P. 100663 - 100663

Published: March 15, 2024

Scientists and epidemiologists have been developing vaccines immunizing people to stop the spread of COVID-19. Unfortunately, because emergence new strains persistent infections in different nations, global effort combat disease is still only partially successful. This investigation calculates epidemiological impact COVID-19 under mitigation scenarios, which include non-pharmaceutical interventions. In this work, we develop a time-fractional pandemic model using generalized Mittag-Leffler kernel. The fractal-fractional operator used analyze fluctuation infection rate society. existence uniqueness proposed scheme are addressed by applying Banach contraction principle. Ulam-Hyers stability has confirmed. end, numerical simulations fractional-order carried out lower risk negative effects on As fractional orders approach 1, results classical situation, contrast all other solutions, differ show same behavior. Consequently, order provides deeper insights into epidemic disease. Such research will help understand behavior virus prevention strategies for population.

Language: Английский

Citations

25

Stability and bifurcation analysis of a discrete predator-prey system of Ricker type with refuge effect DOI Creative Commons
Parvaiz Ahmad Naik,

Muhammad Amer,

Rizwan Ahmed

et al.

Mathematical Biosciences & Engineering, Journal Year: 2024, Volume and Issue: 21(3), P. 4554 - 4586

Published: Jan. 1, 2024

<abstract><p>The refuge effect is critical in ecosystems for stabilizing predator-prey interactions. The purpose of this research was to investigate the complexities a discrete-time system with effect. analysis investigated presence and stability fixed points, as well period-doubling Neimark-Sacker (NS) bifurcations. bifurcating fluctuating behavior controlled via feedback hybrid control methods. In addition, numerical simulations were performed evidence back up our theoretical findings. According findings, maintaining an optimal level availability predator prey population cohabitation stability.</p></abstract>

Language: Английский

Citations

23

Bifurcation results and chaos in a two-dimensional predator-prey model incorporating Holling-type response function on the predator DOI Open Access
Parvaiz Ahmad Naik, Zohreh Eskandari, Mehmet Yavuz

et al.

Discrete and Continuous Dynamical Systems - S, Journal Year: 2024, Volume and Issue: 0(0), P. 0 - 0

Published: Jan. 1, 2024

This study presents a novel two-dimensional discrete-time predator-prey model incorporating Holling-type response function on the predator. The focus lies identifying stationary points and investigating multiple bifurcations around positive fixed point, taking into account their biological significance. Notably, our analysis of at interior point unveils range generic bifurcations, including one-parameter two-parameter as well period-doubling, Neimark-Sacker, strong resonance bifurcations. We establish non-degeneracy conditions calculate coefficients critical normal form to deepen understanding computed To validate analytical results, we employ MatContM package in MATLAB, which showcases complex dynamics up fourth iteration. Remarkably, remarkable correlation between numerical simulations findings serves compelling evidence for robustness presented results. work contributes insights models highlights unique aspects bifurcation phenomena this particular context.

Language: Английский

Citations

10

DYNAMICAL BEHAVIORS OF A DISCRETE-TIME PREY-PREDATOR MODEL WITH HARVESTING EFFECT ON THE PREDATOR DOI Open Access
Zohreh Eskandari, Parvaiz Ahmad Naik, Mehmet Yavuz

et al.

Journal of Applied Analysis & Computation, Journal Year: 2023, Volume and Issue: 14(1), P. 283 - 297

Published: Dec. 4, 2023

This study investigates the dynamics of a discrete-time prey-predator model with harvesting effect on predator. During analysis bifurcations at interior fixed point, we find that there are some generic bifurcations, including fold, flip, Neimark-Sacker, and strong resonance bifurcations. Using normal form theory center manifold theorem, can characterize these Furthermore, determine non-degeneracy conditions for computed compute critical coefficients. Our obtained analytical results as well revealing more complex dynamical behaviors cannot be achieved analytically is carried out using numerical continuation method by computing several bifurcation curves emanating from detected points.

Language: Английский

Citations

15

Bifurcation analysis of a discrete-time prey-predator model DOI Creative Commons
Parvaiz Ahmad Naik, Zohreh Eskandari, Hossein Eskandari Shahkari

et al.

Bulletin of Biomathematics, Journal Year: 2023, Volume and Issue: unknown

Published: Oct. 9, 2023

This paper investigates the importance of studying dynamics predator-prey systems and specific significance Neimark-Sacker period-doubling bifurcations in discrete-time prey-predator models. By conducting a numerical bifurcation analysis examining diagrams phase portraits, we present important results that differentiate our study from others field. Firstly, reveals occurrence model under certain parameter values. These lead to emergence stable limit cycles characterized by complex unpredictable dynamics. finding emphasizes inherent complexity nonlinearity contributes deeper understanding their Additionally, highlights advantages limitations employing models population research. The use allows for more tractable while still capturing significant aspects ecological systems. In conclusion, this holds shedding light on role bifurcations. Our findings contribute offer implications management strategies.

Language: Английский

Citations

13

Stochastic Modeling of Three-Species Prey–Predator Model Driven by Lévy Jump with Mixed Holling-II and Beddington–DeAngelis Functional Responses DOI Creative Commons
Jaouad Danane, Mehmet Yavuz, Mustafa Yıldız

et al.

Fractal and Fractional, Journal Year: 2023, Volume and Issue: 7(10), P. 751 - 751

Published: Oct. 12, 2023

This study examines the dynamics of a stochastic prey–predator model using functional response function driven by Lévy noise and mixed Holling-II Beddington–DeAngelis response. The proposed presents computational analysis between two prey one predator population dynamics. First, we show that suggested admits unique positive solution. Second, prove extinction all studied populations, only predator, persistence considered populations under several sufficient conditions. Finally, special Runge–Kutta method for is illustrated implemented in order to behavior subpopulations.

Language: Английский

Citations

13

A role of fear on diseased food web model with multiple functional response DOI Creative Commons
Thangavel Megala,

Manickasundaram Siva Pradeep,

Mehmet Yavuz

et al.

Physical Biology, Journal Year: 2024, Volume and Issue: 22(1), P. 016004 - 016004

Published: Nov. 14, 2024

In this paper, we analyze the role of fear in a three-species non-delayed ecological model that examines interactions among susceptible prey, infectious (diseased) and predators within food web. The prey population grows logistic manner until it achieves carrying capacity, reflecting common dynamics absence predators. Diseased is assumed to transmit infection healthful by use Holling type II reaction. Predators, alternatively, are modeled consume their using Beddington-DeAngelis Crowley-Martin response features. This evaluation specializes ensuring non-negativity solutions, practical constraints on dynamics, long-term stability system. Each biologically possible equilibrium point tested understand environmental stable states. Local assessed through eigenvalue analysis, while global positive equilibria evaluated Lyapunov features determine overall model. Furthermore, Hopf bifurcation explored primarily based rate

Language: Английский

Citations

4

Complex dynamics of a discrete prey–predator model with complex network and stochastic modeling incorporating a ratio-dependent Ivlev functional response DOI
Mst. Mansura Khan, Md. Jasim Uddin, Dewan Fahim

et al.

Chaos An Interdisciplinary Journal of Nonlinear Science, Journal Year: 2025, Volume and Issue: 35(3)

Published: March 1, 2025

This research examines the predator-prey model's discrete-time dynamics regulated by a ratio-dependent Ivlev functional response. Our comprehensive algebraic study demonstrates that system undergoes both period-doubling bifurcation and Neimark-Sacker in positive quadrant of phase space. We provide theoretical framework to understand these bifurcations employing center manifold theorem theory. To substantiate our findings, we conduct numerical simulations clearly illustrate chaotic phenomena, including portraits, period-11 orbits, invariant closed circles, attractive sets. In addition, compute Lyapunov exponents validate system's characteristics. Moreover, practical implementation chaos management through state feedback Ott-Grebogi-Yorke approach stabilize trajectories around an unstable equilibrium point. Bifurcations are analyzed discrete model within coupled network. Numerical reveal behavior arises complex dynamical networks when coupling strength parameter reaches critical threshold. Furthermore, employed Euler-Maruyama for stochastic investigate under environmental uncertainty, analyzing realistic cases encompass variety conditions. All results concerning stability, bifurcation, transitions network corroborated simulations.

Language: Английский

Citations

0

Dynamics investigation and numerical simulation of fractional-order predator-prey model with Holling type $ II $ functional response DOI Open Access
Zakia Hammouch, Abdelouahed Alla Hamou, Mohammed Ouazzani Jamil

et al.

Discrete and Continuous Dynamical Systems - S, Journal Year: 2024, Volume and Issue: 0(0), P. 0 - 0

Published: Jan. 1, 2024

Language: Английский

Citations

3