Shouzong Liu
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Research Subjects
Shouzong Liu has a total of 21 co-authors. Here are the top co-authors by number of shared publications:
- Mingzhan Huang
College of Mathematics and Statistics, Xinyang Normal University, Xinyang, China
9 shared publications - Xinyu Song
School of Mathematics and Statistics, Xinyang Normal University, Xinyang, China
5 shared publications Juan Wang
College of Mathematics and Statistics, Xinyang Normal University, Xinyang 464000, China
2 shared publicationsMingzhan Huang
College of Mathematics and Statistics, Xinyang Normal University, Xinyang 464000, China
2 shared publicationsXinyu Song
2 shared publicationsYaxin Niu
School of Mathematics and Statistics, Xinyang Normal University, Xinyang 464000, China
2 shared publications
Latest Publications
- Open Access
- 1 January 2026
- Published by American Institute of Mathematical Sciences (AIMS) in AIMS Mathematics
- Vol. 11 (3) , 6569-6591
Hopf bifurcation analysis of a modified Brusselator model with sub-interval distributed delay
In this paper, a modified Brusselator model incorporating a moderated autocatalytic term and a sub-interval distributed delay is investigated. The existence and uniqueness of a positive equilibrium are first established, together with explicit conditions for its local asymptotic stability. By deriving and analyzing the associated characteristic equation, two distinct Hopf bifurcation mechanisms are rigorously identified: one induced by variations in the delay center $ \tau $ and the other triggered by changes in the delay distribution width $ \varepsilon $. Sufficient conditions for the existence of two Hopf bifurcation branches in the $ (\tau, \varepsilon) $-parameter plane are obtained, and the corresponding transversality conditions are verified. Finally, numerical simulations are carried out to validate the theoretical results. The results reveal a clear destabilizing role of the delay center and a stabilizing, smoothing effect of the delay width, which highlights the important role of distributed delays in shaping the dynamical behavior of autocatalytic reaction systems.- 1 January 2026
- Published by American Institute of Mathematical Sciences (AIMS) in AIMS Mathematics
- Vol. 11 (3) , 6569-6591
Open AccessHopf bifurcation analysis of a modified Brusselator model with sub-interval distributed delay
In this paper, a modified Brusselator model incorporating a moderated autocatalytic term and a sub-interval distributed delay is investigated. The existence and uniqueness of a positive equilibrium are first established, together with explicit conditions for its local asymptotic stability. By deriving and analyzing the associated characteristic equation, two distinct Hopf bifurcation mechanisms are rigorously identified: one induced by variations in the delay center $ \tau $ and the other triggered by changes in the delay distribution width $ \varepsilon $. Sufficient conditions for the existence of two Hopf bifurcation branches in the $ (\tau, \varepsilon) $-parameter plane are obtained, and the corresponding transversality conditions are verified. Finally, numerical simulations are carried out to validate the theoretical results. The results reveal a clear destabilizing role of the delay center and a stabilizing, smoothing effect of the delay width, which highlights the important role of distributed delays in shaping the dynamical behavior of autocatalytic reaction systems. - Open Access
- 1 January 2025
- Published by American Institute of Mathematical Sciences (AIMS) in AIMS Mathematics
- Vol. 10 (8) , 19126-19146
Analysis of a Brusselator reaction-diffusion model with nonlinear inhibition
In this paper, the pattern formation of a Brusselator reaction-diffusion model with nonlinear inhibition was investigated. Through linear stability analysis and spectral theory, mathematical criteria for the existence and stability of spatial patterns were established. The main results included explicit stability conditions for homogeneous steady states and spectral criteria linking eigenvalue multiplicities to pattern existence. A series of numerical simulations were performed to validate theoretical predictions, revealing clear transitions between uniform and spatially heterogeneous solutions. The work provides fundamental insights into pattern-forming mechanisms for controlling spatial organization in nonlinear reaction-diffusion systems.
- 1 January 2025
- Published by American Institute of Mathematical Sciences (AIMS) in AIMS Mathematics
- Vol. 10 (8) , 19126-19146
Open AccessAnalysis of a Brusselator reaction-diffusion model with nonlinear inhibition
In this paper, the pattern formation of a Brusselator reaction-diffusion model with nonlinear inhibition was investigated. Through linear stability analysis and spectral theory, mathematical criteria for the existence and stability of spatial patterns were established. The main results included explicit stability conditions for homogeneous steady states and spectral criteria linking eigenvalue multiplicities to pattern existence. A series of numerical simulations were performed to validate theoretical predictions, revealing clear transitions between uniform and spatially heterogeneous solutions. The work provides fundamental insights into pattern-forming mechanisms for controlling spatial organization in nonlinear reaction-diffusion systems.
- 24 October 2024
- Published by Elsevier in Applied Mathematics Letters
- Vol. 160
Implementation strategy of insulin therapy under sparse state feedback
- 24 October 2024
- Published by Elsevier in Applied Mathematics Letters
- Vol. 160
Implementation strategy of insulin therapy under sparse state feedback
- Open Access
- 1 January 2024
- Published by American Institute of Mathematical Sciences (AIMS) in AIMS Mathematics
- Vol. 9 (9) , 23344-23367
Comparative analysis of sterile mosquito release strategies based on a population suppression model
In this paper, we proposed a model for suppressing mosquito populations, evaluating various release strategies for sterilized mosquitoes, including constant continuous release, open-loop control, closed-loop control, and composite control strategies. We established release amount thresholds for each strategy to ensure the ultimate extinction of the wild population. Through numerical simulations, we validated our theoretical results and assessed the efficacy of each strategy. The results indicated that the closed-loop control mechanism significantly enhanced population suppression effectiveness. Higher intensity control notably shortened the control duration, and strategies that incorporated shorter release periods and more frequent population assessments markedly reduced the cumulative release quantity. Furthermore, we found that, compared to closed-loop control, the composite control strategy reduced single release amounts but did not show advantages in other aspects at low control intensities. However, it significantly decreased the cumulative release quantity at high control intensities.
- 1 January 2024
- Published by American Institute of Mathematical Sciences (AIMS) in AIMS Mathematics
- Vol. 9 (9) , 23344-23367
Open AccessComparative analysis of sterile mosquito release strategies based on a population suppression model
In this paper, we proposed a model for suppressing mosquito populations, evaluating various release strategies for sterilized mosquitoes, including constant continuous release, open-loop control, closed-loop control, and composite control strategies. We established release amount thresholds for each strategy to ensure the ultimate extinction of the wild population. Through numerical simulations, we validated our theoretical results and assessed the efficacy of each strategy. The results indicated that the closed-loop control mechanism significantly enhanced population suppression effectiveness. Higher intensity control notably shortened the control duration, and strategies that incorporated shorter release periods and more frequent population assessments markedly reduced the cumulative release quantity. Furthermore, we found that, compared to closed-loop control, the composite control strategy reduced single release amounts but did not show advantages in other aspects at low control intensities. However, it significantly decreased the cumulative release quantity at high control intensities.
- 9 March 2023
- Published by Elsevier in Applied Mathematics Letters
- Vol. 142
Global suppression and periodic change of the mosquito population in a sterile release model with delay
- 9 March 2023
- Published by Elsevier in Applied Mathematics Letters
- Vol. 142
Global suppression and periodic change of the mosquito population in a sterile release model with delay
- Open Access
- 1 January 2023
- Published by American Institute of Mathematical Sciences (AIMS) in AIMS Mathematics
- Vol. 8 (6) , 14027-14046
Global dynamics of a mosquito population suppression model with stage and sex structure
In this paper, we study a kind of mosquito population suppression model incorporating the growth stage as well as the sex structure of mosquitoes. For the general non-autonomous case, a threshold $ m^* $ for the number of sexually active sterile mosquitoes in the field is defined, and sufficient conditions for successful suppression and partial suppression of wild mosquito population are obtained. For the first special case when the release period of the sterile mosquito is equal to its sexual lifespan, we determined the initial population size under which the mosquito population can be suppressed finally for different release intensities. For the latter special case when sterile mosquitoes are released with a constant rate, we give a threshold $ u^* $ for the release rate, and investigate the dynamic behavior of the system based on this threshold. Finally, some numerical examples are presented to confirm the theoretical results.- 1 January 2023
- Published by American Institute of Mathematical Sciences (AIMS) in AIMS Mathematics
- Vol. 8 (6) , 14027-14046
Open AccessGlobal dynamics of a mosquito population suppression model with stage and sex structure
In this paper, we study a kind of mosquito population suppression model incorporating the growth stage as well as the sex structure of mosquitoes. For the general non-autonomous case, a threshold $ m^* $ for the number of sexually active sterile mosquitoes in the field is defined, and sufficient conditions for successful suppression and partial suppression of wild mosquito population are obtained. For the first special case when the release period of the sterile mosquito is equal to its sexual lifespan, we determined the initial population size under which the mosquito population can be suppressed finally for different release intensities. For the latter special case when sterile mosquitoes are released with a constant rate, we give a threshold $ u^* $ for the release rate, and investigate the dynamic behavior of the system based on this threshold. Finally, some numerical examples are presented to confirm the theoretical results. - 21 April 2022
- Published by Springer Nature in Acta Mathematica Scientia
- Vol. 42 (3) , 1141-1159
Control Strategies for a Tumor-Immune System with Impulsive Drug Delivery under a Random Environment
- 21 April 2022
- Published by Springer Nature in Acta Mathematica Scientia
- Vol. 42 (3) , 1141-1159
Control Strategies for a Tumor-Immune System with Impulsive Drug Delivery under a Random Environment
- Open Access
- 1 January 2022
- Published by American Institute of Mathematical Sciences (AIMS) in AIMS Mathematics
- Vol. 7 (4) , 6876-6897
Mathematical modeling and analysis of biological control strategy of aphid population
To study the biological control strategy of aphids, in this paper we propose host-parasitoid-predator models for the interactions among aphids, parasitic wasps and aphidophagous Coccinellids incorporating impulsive releases of Coccinellids, and then study the long-term control and limited time optimal control of aphids by adjusting release amount and release timing of Coccinellids. For the long-term control, the existence and stability of the aphid-eradication periodic solution are investigated and threshold conditions about the release amount and release period to ensure the ultimate extinction of the aphid population are obtained. For the limited-time control, three different optimal impulsive control problems are studied. A time rescaling technique and an optimization algorithm based on gradient are applied, and the optimal release amounts and timings of natural enemies are gained. Our simulations indicate that in the limited-time control, the optimal selection of release timing should be given higher priority compared with the release amount.
- 1 January 2022
- Published by American Institute of Mathematical Sciences (AIMS) in AIMS Mathematics
- Vol. 7 (4) , 6876-6897
Open AccessMathematical modeling and analysis of biological control strategy of aphid population
To study the biological control strategy of aphids, in this paper we propose host-parasitoid-predator models for the interactions among aphids, parasitic wasps and aphidophagous Coccinellids incorporating impulsive releases of Coccinellids, and then study the long-term control and limited time optimal control of aphids by adjusting release amount and release timing of Coccinellids. For the long-term control, the existence and stability of the aphid-eradication periodic solution are investigated and threshold conditions about the release amount and release period to ensure the ultimate extinction of the aphid population are obtained. For the limited-time control, three different optimal impulsive control problems are studied. A time rescaling technique and an optimization algorithm based on gradient are applied, and the optimal release amounts and timings of natural enemies are gained. Our simulations indicate that in the limited-time control, the optimal selection of release timing should be given higher priority compared with the release amount.
- Open Access
- 27 June 2020
- Published by Wiley in Complexity
- Vol. 2020, 1-16
Bifurcation Control of a Delayed Fractional Mosaic Disease Model for Jatropha curcas with Farming Awareness
In this paper, the bifurcation control of a fractional-order mosaic virus infection model for Jatropha curcas with farming awareness and an execution delay is investigated. By analyzing the associated characteristic equation, Hopf bifurcation induced by the execution delay is studied for the uncontrolled system. Then, a time-delayed controller is introduced to control the occurrence of Hopf bifurcation. Our study implies that bifurcation dynamics is significantly affected by the change of the fractional order, the feedback gain and the extended feedback delay provided that the other parameters are fixed. A series of numerical simulations is performed, which not only verifies our theoretical results but also reveals some specific features. Numerically, we find that the Hopf bifurcation gradually occurs in advance with the increase of the fractional order, and there exist extreme points for the feedback gain and the extended feedback delay which can minimize the bifurcation value.
- 27 June 2020
- Published by Wiley in Complexity
- Vol. 2020, 1-16
Open AccessBifurcation Control of a Delayed Fractional Mosaic Disease Model for Jatropha curcas with Farming Awareness
In this paper, the bifurcation control of a fractional-order mosaic virus infection model for Jatropha curcas with farming awareness and an execution delay is investigated. By analyzing the associated characteristic equation, Hopf bifurcation induced by the execution delay is studied for the uncontrolled system. Then, a time-delayed controller is introduced to control the occurrence of Hopf bifurcation. Our study implies that bifurcation dynamics is significantly affected by the change of the fractional order, the feedback gain and the extended feedback delay provided that the other parameters are fixed. A series of numerical simulations is performed, which not only verifies our theoretical results but also reveals some specific features. Numerically, we find that the Hopf bifurcation gradually occurs in advance with the increase of the fractional order, and there exist extreme points for the feedback gain and the extended feedback delay which can minimize the bifurcation value.
- Open Access
- 10 March 2020
- Published by Wiley in Complexity
- Vol. 2020, 1-16
Dynamics of Unilateral and Bilateral Control Systems with State Feedback for Renewable Resource Management
In this paper, mathematical models for the management of biological resources based on a given predator-prey relationship are proposed, and two types of control strategies, unilateral and bilateral control with impulsive state feedback, are studied. The existence of the order-1 homoclinic orbit, order-1 periodic solution, and bifurcation of homoclinic of the unilateral control system are obtained, and the attraction region of this system is also discussed. Besides, sufficient conditions for the existence and stability of the order-1 and order-2 periodic solutions of the bilateral control system are also gained. A series of numerical simulations including bifurcation diagrams of periodic solution are performed, which not only verify the theoretical results we get but also reveal some peculiar dynamical phenomena, such as the appearance of high-order periodic solutions and existence of parameter intervals with drastic order change of periodic solution. By comparing the two management strategies, our study encourages bilateral control rather than unilateral control for the risk of predator extinction.
- 10 March 2020
- Published by Wiley in Complexity
- Vol. 2020, 1-16
Open AccessDynamics of Unilateral and Bilateral Control Systems with State Feedback for Renewable Resource Management
In this paper, mathematical models for the management of biological resources based on a given predator-prey relationship are proposed, and two types of control strategies, unilateral and bilateral control with impulsive state feedback, are studied. The existence of the order-1 homoclinic orbit, order-1 periodic solution, and bifurcation of homoclinic of the unilateral control system are obtained, and the attraction region of this system is also discussed. Besides, sufficient conditions for the existence and stability of the order-1 and order-2 periodic solutions of the bilateral control system are also gained. A series of numerical simulations including bifurcation diagrams of periodic solution are performed, which not only verify the theoretical results we get but also reveal some peculiar dynamical phenomena, such as the appearance of high-order periodic solutions and existence of parameter intervals with drastic order change of periodic solution. By comparing the two management strategies, our study encourages bilateral control rather than unilateral control for the risk of predator extinction.