Hopf-Fold Bifurcation Analysis in a Delayed Predator-prey Models

Size: px
Start display at page:

Download "Hopf-Fold Bifurcation Analysis in a Delayed Predator-prey Models"

Transcription

1 Vol.37 (SUComS 6), pp Hopf-Fold Bifurcation Analysis in a Delayed Predator-prey Models Shuang Guo, Xiuli Li, Jian Yu, Xiu Ren Department of Mathematics, Teacher Education Institute, Daqing Normal University, Daqing 637, China Shuang Guo: address: guofeixue73@63.com. Abstract. In this paper, we analyzed the distribution of the roots of the associated characteristic equation for the Gause type predator-prey model. the point of bifurcation and a group of conditions of existence of Hopf-Fold bifurcation were obtained at the coexisting equilibrium. There are complex dynamic phenomenons such as periodic motion, quasi--periodic motion and bursting behavior by the numerical simulations. Keywords: predator-prey models; delay; Hopf-Fold bifurcation; bursting behavior Introduction In nature, the population will generally experience some periodic oscillation. It can be regarded as by the impact of delay from a mathematical point. See [-8]. For this model, the purpose of current work is to analysis the effect of delay on the dynamics. We choose x g( x), x p( x), q( y) ry, K px where,, K, p, r are positive parameters. So the model is the following form: dx( t) x dt dy( t) y l yx px e x( t ) x K rz (.)s dt px( t ) dz( t) z ( s mry( t )) dt In this paper, we still let as the bifurcation parameter and consider the delay Gause-type predator-prey model. ISSN: ASTL Copyright 6 SERSC

2 Vol.37 (SUComS 6) Hopf-Fold Bifurcation For the sake of convenience, we non-dimensionalizes the Eq.(.), then the Eq.(.) takes the form: dx( t) x x x ay dt b x dy( t) cx( t ) y l rz dt b x( t ) dz( t) z( s dy( t )) dt ) ( ) (.) which satisfies x, y ) ( ), ) ( ), ( z, ( 3 (,, 3 x ( ), y ( ), z ( ), ( ) (,, ) C([,], ) max ( ) :, Where a, b pk 3 R,and is any norm in pk, 3 R. h e l, c, d mr. p Obviously, the delay can't change the number of equilibria and non-dimensionalizes can't change the properties of system. In the following, we always assume Eq.(.) E x*, y*, z * with has a positive equilibrium exists and denote it by x* ( b) ( b) 4b 4as / d, s y d *, cx * z* r( x * b) The characteristic equation at E is given by 3 D, ) a ( b b ) e, (.) a m 3 dz* where m m ( mn m3n3, aby * ( b x*) bcy * ( b x*) b and mm3n3 * x, n If then have l r b, ax * m, 3 ry* b x * m, m, the model (.) will appear Hopf bifurcation. We let a, b and b m,. We take a derivative with respect to Eq.(.), we 58 Copyright 6 SERSC

3 Vol.37 (SUComS 6) dd(, ) b. d This means is the simple root of= Eq.(.) when Now we substitute i ( imaginary parts gives Simplify (.3), we have m. ) into Eq.(.), separating the real and 3 b cos, sin - Eq.(.4) exists the positive root which satisfied (.4), we have (k ) Denoting ) b (.3) 4 b (.4) b, from equation (.3) and k,, k, ( ) ( ) i( be the root of Eq.(.3) satisfying ( ) ( ), ( x*) denote q* ( m x * Theorem. Suppose q q * and i,, ), then we have the following theorem., then all the roots of Eq.(.3), except and, have negative real parts. Proof On the basis of the foregoing we know that Eq.(.3}) has a single zero root and a simple pair of pure imaginary roots. Suppose that Eq.(.3) has a root with positive real part denoted i when q q * and. Let ( ) i( ) be the root of Eq.(.3) with q q * satisfying ( ) and ( ). Then there exists a positive number,. such that ( ) when ( ) 3 Because (,) b negative real part when. Furthermore, and D has a single zero root and two roots with d( ) d d Re( ) sign d 3 e b b 3 e b sign Re b Copyright 6 SERSC 59

4 Vol.37 (SUComS 6) 3 cos b sign b sign b This contradicts the conclusion of suppose and completes the proof. Then the system (.) can undergo a Hopf -Fold bifurcation at E when q q *. 3 Numerical simulations and discussions We choose a set of parameters: a., b. 3, c. 53, r., s. 5, d. 55, l., Through a simple calculation, we have q *. 578,. 667, we choose four different sets of parameter values ( q, ) (.44,.5), (.985,.75), (,6978,.65) and ( 5.7,.465) which corresponds to the different parameter curves Fig. Fig 4. 6 Copyright 6 SERSC

5 Vol.37 (SUComS 6) Fig.. E is asymptotically stable when q. 44,. 5 Copyright 6 SERSC 6

6 Vol.37 (SUComS 6) 6 Copyright 6 SERSC

7 Vol.37 (SUComS 6) Fig.. The periodic motions near E when q. 985,. 75 Copyright 6 SERSC 63

8 Vol.37 (SUComS 6) Fig.3. The quasi-periodic motion near E when q. 6978, Copyright 6 SERSC

9 Vol.37 (SUComS 6) Fig.4. The bursting behavior near E when q 5. 7, Conclusion In this paper, we investigate the Hopf-Fold bifurcation in a delayed Gause-type predator-prey model by employing the center manifold theory and normal form method. We have derived stability and bifurcation of the zero solution near the critical value. We show that the dynamics of system (.) near the Hopf-Fold point q *, ) ( depends on the time delay. Under the different delays, complex dynamics, such as the Copyright 6 SERSC 65

10 Vol.37 (SUComS 6) quasi-periodic motion, bursting behavior can be observed. Our investigation shows that the oscillating modes in system (.) largely depend on the time delay. Acknowledgments. The work is supported by Heilongjiang Provincial Natural Science Foundation (No. A33) and the PhD Start-up Fund of Daqing Normal University (No. 4ZR9). References. Freedman, H.I., Waltman, P.: Mathematical analysis of some three-species food-chain models [J]. Mathematical Biosciences, 977, 33(3): Hsu, S. B., Hwang, T. W.: Hopf bifurcation analysis for a predator-prey system of Holling and Leslie type [J]. Taiwanese Journal of Mathematics, 999, 3(): Liu, G.R., Yan, W.P., Yan J.R.: Positive periodic solutions for a class of neutral delay Gause-type predator-prey system [J]. Nonlinear Analysis: Theory, Methods and Applications. 9, 7 (): Chen, L.J., Chen, F.D.: Global analysis of a harvested predator-prey model incorporating a onstant prey refuge [J]. International Journal of Biomathematics., 3(): Zhen, B., Xu, J.: Fold-Hopf bifurcation analysis for a coupled fitzhugh-nagumo neural system with time delay [J]. International Journal of Bifurcation and Chaos., (): Kuang, Y., Beretta, E.: Global qualitative analysis of a ratio-dependent predator-prey system, J. Math. Biol. 36(998) Guo, S., Jiang, W.H.: Global stability and Hopf bifurcation for Gause-type predator-prey system [J]. Journal of Applied Mathematics.. ID: 6798, 7 pages. 8. Beretta, E., Kuang Y.: Global analysis in some delayed ratio-dependent predator-prey systems [J]. 9. Nonlinear Analysis, Theory, Methods & Applications. 998, 3(3): Copyright 6 SERSC

A Comparison of Two Predator-Prey Models with Holling s Type I Functional Response

A Comparison of Two Predator-Prey Models with Holling s Type I Functional Response A Comparison of Two Predator-Prey Models with Holling s Type I Functional Response ** Joint work with Mark Kot at the University of Washington ** Mathematical Biosciences 1 (8) 161-179 Presented by Gunog

More information

NUMERICAL SIMULATION DYNAMICAL MODEL OF THREE-SPECIES FOOD CHAIN WITH LOTKA-VOLTERRA LINEAR FUNCTIONAL RESPONSE

NUMERICAL SIMULATION DYNAMICAL MODEL OF THREE-SPECIES FOOD CHAIN WITH LOTKA-VOLTERRA LINEAR FUNCTIONAL RESPONSE Journal of Sustainability Science and Management Volume 6 Number 1, June 2011: 44-50 ISSN: 1823-8556 Universiti Malaysia Terengganu Publisher NUMERICAL SIMULATION DYNAMICAL MODEL OF THREE-SPECIES FOOD

More information

Bifurcation and Stability Analysis of a Prey-predator System with a Reserved Area

Bifurcation and Stability Analysis of a Prey-predator System with a Reserved Area ISSN 746-733, England, UK World Journal of Modelling and Simulation Vol. 8 ( No. 4, pp. 85-9 Bifurcation and Stability Analysis of a Prey-predator System with a Reserved Area Debasis Mukherjee Department

More information

DYNAMIC STUDY OF A PREDATOR-PREY MODEL WITH WEAK ALLEE EFFECT AND HOLLING TYPE-III FUNCTIONAL RESPONSE

DYNAMIC STUDY OF A PREDATOR-PREY MODEL WITH WEAK ALLEE EFFECT AND HOLLING TYPE-III FUNCTIONAL RESPONSE Dynamic Systems and Applications, 7, No 4 (018), 943-953 ISSN: 1056-176 DYNAMIC STUDY OF A PREDATOR-PREY MODEL WITH WEAK ALLEE EFFECT AND HOLLING TYPE-III FUNCTIONAL RESPONSE HUA LIU 1, YONG YE, YUMEI

More information

ESAIM: M2AN Modélisation Mathématique et Analyse Numérique M2AN, Vol. 37, N o 2, 2003, pp DOI: /m2an:

ESAIM: M2AN Modélisation Mathématique et Analyse Numérique M2AN, Vol. 37, N o 2, 2003, pp DOI: /m2an: Mathematical Modelling and Numerical Analysis ESAIM: M2AN Modélisation Mathématique et Analyse Numérique M2AN, Vol. 37, N o 2, 2003, pp. 339 344 DOI: 10.1051/m2an:2003029 PERSISTENCE AND BIFURCATION ANALYSIS

More information

Dynamics and Bifurcations in Predator-Prey Models with Refuge, Dispersal and Threshold Harvesting

Dynamics and Bifurcations in Predator-Prey Models with Refuge, Dispersal and Threshold Harvesting Dynamics and Bifurcations in Predator-Prey Models with Refuge, Dispersal and Threshold Harvesting August 2012 Overview Last Model ẋ = αx(1 x) a(1 m)xy 1+c(1 m)x H(x) ẏ = dy + b(1 m)xy 1+c(1 m)x (1) where

More information

Stability and Hopf bifurcation of a ratio-dependent predator prey model with time delay and stage structure

Stability and Hopf bifurcation of a ratio-dependent predator prey model with time delay and stage structure Electronic Journal of Qualitative Theory of Differential Equations 6, No 99, 3; doi: 43/ejqtde699 http://wwwmathu-szegedhu/ejqtde/ Stability and Hopf bifurcation of a ratio-dependent predator prey model

More information

Dynamics of Modified Leslie-Gower Predator-Prey Model with Predator Harvesting

Dynamics of Modified Leslie-Gower Predator-Prey Model with Predator Harvesting International Journal of Basic & Applied Sciences IJBAS-IJENS Vol:13 No:05 55 Dynamics of Modified Leslie-Gower Predator-Prey Model with Predator Harvesting K. Saleh Department of Mathematics, King Fahd

More information

On predator-prey models

On predator-prey models Predator-prey On models ddd Department of Mathematics College of William and Mary Math 41/CSUMS Talk February 3, 1 Collaborators Sze-Bi Hsu (Tsinghua University, Hsinchu, Taiwan) Junjie Wei (Harbin Institute

More information

1.Introduction: 2. The Model. Key words: Prey, Predator, Seasonality, Stability, Bifurcations, Chaos.

1.Introduction: 2. The Model. Key words: Prey, Predator, Seasonality, Stability, Bifurcations, Chaos. Dynamical behavior of a prey predator model with seasonally varying parameters Sunita Gakkhar, BrhamPal Singh, R K Naji Department of Mathematics I I T Roorkee,47667 INDIA Abstract : A dynamic model based

More information

Bifurcation in a Discrete Two Patch Logistic Metapopulation Model

Bifurcation in a Discrete Two Patch Logistic Metapopulation Model Bifurcation in a Discrete Two Patch Logistic Metapopulation Model LI XU Tianjin University of Commerce Department of Statistics Jinba road, Benchen,Tianjin CHINA beifang xl@63.com ZHONGXIANG CHANG Tianjin

More information

Dynamics Analysis of Anti-predator Model on Intermediate Predator With Ratio Dependent Functional Responses

Dynamics Analysis of Anti-predator Model on Intermediate Predator With Ratio Dependent Functional Responses Journal of Physics: Conference Series PAPER OPEN ACCESS Dynamics Analysis of Anti-predator Model on Intermediate Predator With Ratio Dependent Functional Responses To cite this article: D Savitri 2018

More information

Hopf bifurcations, and Some variations of diffusive logistic equation JUNPING SHIddd

Hopf bifurcations, and Some variations of diffusive logistic equation JUNPING SHIddd Hopf bifurcations, and Some variations of diffusive logistic equation JUNPING SHIddd College of William and Mary Williamsburg, Virginia 23187 Mathematical Applications in Ecology and Evolution Workshop

More information

A Discrete Numerical Scheme of Modified Leslie-Gower With Harvesting Model

A Discrete Numerical Scheme of Modified Leslie-Gower With Harvesting Model CAUCHY Jurnal Matematika Murni dan Aplikasi Volume 5(2) (2018), Pages 42-47 p-issn: 2086-0382; e-issn: 2477-3344 A Discrete Numerical Scheme of Modified Leslie-Gower With Harvesting Model Riski Nur Istiqomah

More information

STABILITY ANALYSIS OF DELAY DIFFERENTIAL EQUATIONS WITH TWO DISCRETE DELAYS

STABILITY ANALYSIS OF DELAY DIFFERENTIAL EQUATIONS WITH TWO DISCRETE DELAYS CANADIAN APPLIED MATHEMATICS QUARTERLY Volume 20, Number 4, Winter 2012 STABILITY ANALYSIS OF DELAY DIFFERENTIAL EQUATIONS WITH TWO DISCRETE DELAYS XIHUI LIN AND HAO WANG ABSTRACT. We use an algebraic

More information

Andronov Hopf and Bautin bifurcation in a tritrophic food chain model with Holling functional response types IV and II

Andronov Hopf and Bautin bifurcation in a tritrophic food chain model with Holling functional response types IV and II Electronic Journal of Qualitative Theory of Differential Equations 018 No 78 1 7; https://doiorg/10143/ejqtde018178 wwwmathu-szegedhu/ejqtde/ Andronov Hopf and Bautin bifurcation in a tritrophic food chain

More information

Controlling a Novel Chaotic Attractor using Linear Feedback

Controlling a Novel Chaotic Attractor using Linear Feedback ISSN 746-7659, England, UK Journal of Information and Computing Science Vol 5, No,, pp 7-4 Controlling a Novel Chaotic Attractor using Linear Feedback Lin Pan,, Daoyun Xu 3, and Wuneng Zhou College of

More information

ANALYSIS OF A MODEL OF TWO PARALLEL FOOD CHAINS. Sze-Bi Hsu. Christopher A. Klausmeier. Chiu-Ju Lin

ANALYSIS OF A MODEL OF TWO PARALLEL FOOD CHAINS. Sze-Bi Hsu. Christopher A. Klausmeier. Chiu-Ju Lin DISCRETE AND CONTINUOUS doi:10.3934/dcdsb.2009.12.337 DYNAMICAL SYSTEMS SERIES B Volume 12, Number 2, September 2009 pp. 337 359 ANALYSIS OF A MODEL OF TWO PARALLEL FOOD CHAINS Sze-Bi Hsu Department of

More information

Stability analysis of a prey-predator model with a reserved area

Stability analysis of a prey-predator model with a reserved area Available online at www.pelagiaresearchlibrary.com Advances in Applied Science Research, 4, 5(3):93-3 ISSN: 976-86 CODEN (USA): AASRFC Stability analysis of a prey-predator model with a reserved area Neelima

More information

Continuous Threshold Policy Harvesting in Predator-Prey Models

Continuous Threshold Policy Harvesting in Predator-Prey Models Continuous Threshold Policy Harvesting in Predator-Prey Models Jon Bohn and Kaitlin Speer Department of Mathematics, University of Wisconsin - Madison Department of Mathematics, Baylor University July

More information

Math 232, Final Test, 20 March 2007

Math 232, Final Test, 20 March 2007 Math 232, Final Test, 20 March 2007 Name: Instructions. Do any five of the first six questions, and any five of the last six questions. Please do your best, and show all appropriate details in your solutions.

More information

HOPF-ZERO BIFURCATION OF A DELAYED PREDATOR-PREY MODEL WITH DORMANCY OF PREDATORS

HOPF-ZERO BIFURCATION OF A DELAYED PREDATOR-PREY MODEL WITH DORMANCY OF PREDATORS Journal of Applied Analysis and Computation Volume 7 Number August 7 5 69 Website:http://jaac-online.com/ DOI:.948/766 HOPF-ZERO BIFURCATION OF A DELAYED PREDATOR-PREY MODEL WITH DORMANCY OF PREDATORS

More information

HYBRID CHAOS SYNCHRONIZATION OF HYPERCHAOTIC LIU AND HYPERCHAOTIC CHEN SYSTEMS BY ACTIVE NONLINEAR CONTROL

HYBRID CHAOS SYNCHRONIZATION OF HYPERCHAOTIC LIU AND HYPERCHAOTIC CHEN SYSTEMS BY ACTIVE NONLINEAR CONTROL HYBRID CHAOS SYNCHRONIZATION OF HYPERCHAOTIC LIU AND HYPERCHAOTIC CHEN SYSTEMS BY ACTIVE NONLINEAR CONTROL Sundarapandian Vaidyanathan 1 1 Research and Development Centre, Vel Tech Dr. RR & Dr. SR Technical

More information

Stability and bifurcation in a two species predator-prey model with quintic interactions

Stability and bifurcation in a two species predator-prey model with quintic interactions Chaotic Modeling and Simulation (CMSIM) 4: 631 635, 2013 Stability and bifurcation in a two species predator-prey model with quintic interactions I. Kusbeyzi Aybar 1 and I. acinliyan 2 1 Department of

More information

Dynamical analysis of a delayed predator-prey system with modified Leslie-Gower and Beddington-DeAngelis functional response

Dynamical analysis of a delayed predator-prey system with modified Leslie-Gower and Beddington-DeAngelis functional response Liu Advances in Difference Equations 014, 014:314 R E S E A R C H Open Access Dynamical analysis of a delayed predator-prey system with modified Leslie-Gower and Beddington-DeAngelis functional response

More information

Research Article On the Stability Property of the Infection-Free Equilibrium of a Viral Infection Model

Research Article On the Stability Property of the Infection-Free Equilibrium of a Viral Infection Model Hindawi Publishing Corporation Discrete Dynamics in Nature and Society Volume, Article ID 644, 9 pages doi:.55//644 Research Article On the Stability Property of the Infection-Free Equilibrium of a Viral

More information

JOURNAL OF MATH SCIENCES -JMS- Url: Jl. Pemuda, No. 339 Kolaka Southeast Sulawesi, Indonesia

JOURNAL OF MATH SCIENCES -JMS- Url:   Jl. Pemuda, No. 339 Kolaka Southeast Sulawesi, Indonesia JOURNAL OF MATH SCIENCES -JMS- Url: http://usnsj.com/index.php/jms Jl. Pemuda, No. 339 Kolaka Southeast Sulawesi, Indonesia STABILITY ANALYSIS OF ONE PREY TWO PREDATOR MODEL WITH HOLLING TYPE III FUNCTIONAL

More information

Bifurcation and Stability Analysis in Dynamics of Prey-Predator Model with Holling Type IV Functional Response and Intra-Specific Competition

Bifurcation and Stability Analysis in Dynamics of Prey-Predator Model with Holling Type IV Functional Response and Intra-Specific Competition Research Inventy: International Journal Of Engineering And Science Vol.4, Issue (January 4), PP 5-6 Issn(e): 78-47, Issn(p):39-6483, www.researchinventy.com Bifurcation and Stability Analysis in Dynamics

More information

Additive resonances of a controlled van der Pol-Duffing oscillator

Additive resonances of a controlled van der Pol-Duffing oscillator Additive resonances of a controlled van der Pol-Duffing oscillator This paper has been published in Journal of Sound and Vibration vol. 5 issue - 8 pp.-. J.C. Ji N. Zhang Faculty of Engineering University

More information

Global Attractivity of a Higher-Order Nonlinear Difference Equation

Global Attractivity of a Higher-Order Nonlinear Difference Equation International Journal of Difference Equations ISSN 0973-6069, Volume 5, Number 1, pp. 95 101 (010) http://campus.mst.edu/ijde Global Attractivity of a Higher-Order Nonlinear Difference Equation Xiu-Mei

More information

DYNAMICS OF A PREDATOR-PREY INTERACTION IN CHEMOSTAT WITH VARIABLE YIELD

DYNAMICS OF A PREDATOR-PREY INTERACTION IN CHEMOSTAT WITH VARIABLE YIELD Journal of Sustainability Science Management Volume 10 Number 2, December 2015: 16-23 ISSN: 1823-8556 Penerbit UMT DYNAMICS OF A PREDATOR-PREY INTERACTION IN CHEMOSTAT WITH VARIABLE YIELD SARKER MD SOHEL

More information

Analysis of a delayed predator-prey model with ratio-dependent functional response and quadratic harvesting. Peng Feng

Analysis of a delayed predator-prey model with ratio-dependent functional response and quadratic harvesting. Peng Feng Analysis of a delayed predator-prey model with ratio-dependent functional response and quadratic harvesting Peng Feng Journal of Applied Mathematics and Computing ISSN 1598-5865 J. Appl. Math. Comput.

More information

Lokta-Volterra predator-prey equation dx = ax bxy dt dy = cx + dxy dt

Lokta-Volterra predator-prey equation dx = ax bxy dt dy = cx + dxy dt Periodic solutions A periodic solution is a solution (x(t), y(t)) of dx = f(x, y) dt dy = g(x, y) dt such that x(t + T ) = x(t) and y(t + T ) = y(t) for any t, where T is a fixed number which is a period

More information

Bifurcation Analysis of Prey-Predator Model with Harvested Predator

Bifurcation Analysis of Prey-Predator Model with Harvested Predator International Journal of Engineering Research and Development e-issn: 78-67X, p-issn: 78-8X, www.ijerd.com Volume, Issue 6 (June 4), PP.4-5 Bifurcation Analysis of Prey-Predator Model with Harvested Predator

More information

Lotka Volterra Predator-Prey Model with a Predating Scavenger

Lotka Volterra Predator-Prey Model with a Predating Scavenger Lotka Volterra Predator-Prey Model with a Predating Scavenger Monica Pescitelli Georgia College December 13, 2013 Abstract The classic Lotka Volterra equations are used to model the population dynamics

More information

Dynamics on a General Stage Structured n Parallel Food Chains

Dynamics on a General Stage Structured n Parallel Food Chains Memorial University of Newfoundland Dynamics on a General Stage Structured n Parallel Food Chains Isam Al-Darabsah and Yuan Yuan November 4, 2013 Outline: Propose a general model with n parallel food chains

More information

Dynamic behaviors of a stage-structured

Dynamic behaviors of a stage-structured Lei Advances in Difference Equations 08 08:30 https://doi.org/0.86/s366-08-76- R E S E A R C H Open Access Dynamic behaviors of a stage-structured commensalism system Chaoquan Lei * * Correspondence: leichaoquan07@63.com

More information

ADAPTIVE CONTROL AND SYNCHRONIZATION OF A GENERALIZED LOTKA-VOLTERRA SYSTEM

ADAPTIVE CONTROL AND SYNCHRONIZATION OF A GENERALIZED LOTKA-VOLTERRA SYSTEM ADAPTIVE CONTROL AND SYNCHRONIZATION OF A GENERALIZED LOTKA-VOLTERRA SYSTEM Sundarapandian Vaidyanathan 1 1 Research and Development Centre, Vel Tech Dr. RR & Dr. SR Technical University Avadi, Chennai-600

More information

Synchronization of a General Delayed Complex Dynamical Network via Adaptive Feedback

Synchronization of a General Delayed Complex Dynamical Network via Adaptive Feedback Synchronization of a General Delayed Complex Dynamical Network via Adaptive Feedback Qunjiao Zhang and Junan Lu College of Mathematics and Statistics State Key Laboratory of Software Engineering Wuhan

More information

Generalized projective synchronization of a class of chaotic (hyperchaotic) systems with uncertain parameters

Generalized projective synchronization of a class of chaotic (hyperchaotic) systems with uncertain parameters Vol 16 No 5, May 2007 c 2007 Chin. Phys. Soc. 1009-1963/2007/16(05)/1246-06 Chinese Physics and IOP Publishing Ltd Generalized projective synchronization of a class of chaotic (hyperchaotic) systems with

More information

PDC-based fuzzy impulsive control design with application to biological systems: predator-prey system

PDC-based fuzzy impulsive control design with application to biological systems: predator-prey system PDC-based fuzzy impulsive control design with application to biological systems: predator-prey system Mohsen Mahdian *, Iman Zamani **, Mohammad Hadad Zarif * * Department of Electrical Engineering, Shahrood

More information

x 2 F 1 = 0 K 2 v 2 E 1 E 2 F 2 = 0 v 1 K 1 x 1

x 2 F 1 = 0 K 2 v 2 E 1 E 2 F 2 = 0 v 1 K 1 x 1 ROCKY MOUNTAIN JOURNAL OF MATHEMATICS Volume 20, Number 4, Fall 1990 ON THE STABILITY OF ONE-PREDATOR TWO-PREY SYSTEMS M. FARKAS 1. Introduction. The MacArthur-Rosenzweig graphical criterion" of stability

More information

Complex Dynamics Behaviors of a Discrete Prey-Predator Model with Beddington-DeAngelis Functional Response

Complex Dynamics Behaviors of a Discrete Prey-Predator Model with Beddington-DeAngelis Functional Response Int. J. Contemp. Math. Sciences, Vol. 7, 2012, no. 45, 2179-2195 Complex Dynamics Behaviors of a Discrete Prey-Predator Model with Beddington-DeAngelis Functional Response K. A. Hasan University of Sulaimani,

More information

Tracking the State of the Hindmarsh-Rose Neuron by Using the Coullet Chaotic System Based on a Single Input

Tracking the State of the Hindmarsh-Rose Neuron by Using the Coullet Chaotic System Based on a Single Input ISSN 1746-7659, England, UK Journal of Information and Computing Science Vol. 11, No., 016, pp.083-09 Tracking the State of the Hindmarsh-Rose Neuron by Using the Coullet Chaotic System Based on a Single

More information

PROJECTS on. Multiple Bifurcations of Sample Dynamical Systems

PROJECTS on. Multiple Bifurcations of Sample Dynamical Systems Course on Bifurcation Theory, a.y. 2010/11 PROJECTS on Multiple Bifurcations of Sample Dynamical Systems Students of the Bifurcation Theory course can carry out an individual homework, to be discussed

More information

A nonstandard numerical scheme for a predator-prey model with Allee effect

A nonstandard numerical scheme for a predator-prey model with Allee effect Available online at www.isr-publications.com/jnsa J. Nonlinear Sci. Appl. 0 207 73 723 Research Article Journal Homepage: www.tjnsa.com - www.isr-publications.com/jnsa A nonstandard numerical scheme for

More information

Numerical Solution of a Fractional-Order Predator-Prey Model with Prey Refuge and Additional Food for Predator

Numerical Solution of a Fractional-Order Predator-Prey Model with Prey Refuge and Additional Food for Predator 66 Numerical Solution of a Fractional-Order Predator-Prey Model with Prey Refuge Additional Food for Predator Rio Satriyantara, Agus Suryanto *, Noor Hidayat Department of Mathematics, Faculty of Mathematics

More information

Research Article Adaptive Control of Chaos in Chua s Circuit

Research Article Adaptive Control of Chaos in Chua s Circuit Mathematical Problems in Engineering Volume 2011, Article ID 620946, 14 pages doi:10.1155/2011/620946 Research Article Adaptive Control of Chaos in Chua s Circuit Weiping Guo and Diantong Liu Institute

More information

Time-delay feedback control in a delayed dynamical chaos system and its applications

Time-delay feedback control in a delayed dynamical chaos system and its applications Time-delay feedback control in a delayed dynamical chaos system and its applications Ye Zhi-Yong( ), Yang Guang( ), and Deng Cun-Bing( ) School of Mathematics and Physics, Chongqing University of Technology,

More information

A Novel Hyperchaotic System and Its Control

A Novel Hyperchaotic System and Its Control 1371371371371378 Journal of Uncertain Systems Vol.3, No., pp.137-144, 009 Online at: www.jus.org.uk A Novel Hyperchaotic System and Its Control Jiang Xu, Gouliang Cai, Song Zheng School of Mathematics

More information

Problem set 7 Math 207A, Fall 2011 Solutions

Problem set 7 Math 207A, Fall 2011 Solutions Problem set 7 Math 207A, Fall 2011 s 1. Classify the equilibrium (x, y) = (0, 0) of the system x t = x, y t = y + x 2. Is the equilibrium hyperbolic? Find an equation for the trajectories in (x, y)- phase

More information

Question: Total. Points:

Question: Total. Points: MATH 308 May 23, 2011 Final Exam Name: ID: Question: 1 2 3 4 5 6 7 8 9 Total Points: 0 20 20 20 20 20 20 20 20 160 Score: There are 9 problems on 9 pages in this exam (not counting the cover sheet). Make

More information

From neuronal oscillations to complexity

From neuronal oscillations to complexity 1/39 The Fourth International Workshop on Advanced Computation for Engineering Applications (ACEA 2008) MACIS 2 Al-Balqa Applied University, Salt, Jordan Corson Nathalie, Aziz Alaoui M.A. University of

More information

Global Qualitative Analysis for a Ratio-Dependent Predator Prey Model with Delay 1

Global Qualitative Analysis for a Ratio-Dependent Predator Prey Model with Delay 1 Journal of Mathematical Analysis and Applications 266, 401 419 (2002 doi:10.1006/jmaa.2001.7751, available online at http://www.idealibrary.com on Global Qualitative Analysis for a Ratio-Dependent Predator

More information

Nonstandard Finite Difference Methods For Predator-Prey Models With General Functional Response

Nonstandard Finite Difference Methods For Predator-Prey Models With General Functional Response Nonstandard Finite Difference Methods For Predator-Prey Models With General Functional Response Dobromir T. Dimitrov Hristo V. Kojouharov Technical Report 2007-0 http://www.uta.edu/math/preprint/ NONSTANDARD

More information

BIFURCATION ANALYSIS OF A MODEL OF THREE-LEVEL FOOD CHAIN IN A MANGROVE ECOSYSTEM

BIFURCATION ANALYSIS OF A MODEL OF THREE-LEVEL FOOD CHAIN IN A MANGROVE ECOSYSTEM U.P.B. Sci. Bull., Series A, Vol. 78, Iss. 4, 2016 ISSN 1223-7027 BIFURCATION ANALYSIS OF A MODEL OF THREE-LEVEL FOOD CHAIN IN A MANGROVE ECOSYSTEM Cristina Bercia 1 and Romeo Bercia 2 In this paper, we

More information

Research Article The Stability of Gauss Model Having One-Prey and Two-Predators

Research Article The Stability of Gauss Model Having One-Prey and Two-Predators Abstract and Applied Analysis Volume 2012, Article ID 219640, 9 pages doi:10.1155/2012/219640 Research Article The Stability of Gauss Model Having One-Prey and Two-Predators A. Farajzadeh, 1 M. H. Rahmani

More information

Persistence of a generalized prey-predator model with prey reserved and herd behaviour of prey in

Persistence of a generalized prey-predator model with prey reserved and herd behaviour of prey in International Journal of Engineering Science Invention (IJESI) ISSN (Online): 239 6734, ISSN (Print): 239 6726 Volume 7 Issue 3 Ver. I March 208 PP. 40-48 Persistence of a Generalized Prey-Predator Model

More information

CDS 101/110a: Lecture 2.1 Dynamic Behavior

CDS 101/110a: Lecture 2.1 Dynamic Behavior CDS 11/11a: Lecture 2.1 Dynamic Behavior Richard M. Murray 6 October 28 Goals: Learn to use phase portraits to visualize behavior of dynamical systems Understand different types of stability for an equilibrium

More information

Permanence and global stability of a May cooperative system with strong and weak cooperative partners

Permanence and global stability of a May cooperative system with strong and weak cooperative partners Zhao et al. Advances in Difference Equations 08 08:7 https://doi.org/0.86/s366-08-68-5 R E S E A R C H Open Access ermanence and global stability of a May cooperative system with strong and weak cooperative

More information

New Homoclinic and Heteroclinic Solutions for Zakharov System

New Homoclinic and Heteroclinic Solutions for Zakharov System Commun. Theor. Phys. 58 (2012) 749 753 Vol. 58, No. 5, November 15, 2012 New Homoclinic and Heteroclinic Solutions for Zakharov System WANG Chuan-Jian ( ), 1 DAI Zheng-De (à ), 2, and MU Gui (½ ) 3 1 Department

More information

Existence of Positive Periodic Solutions of Mutualism Systems with Several Delays 1

Existence of Positive Periodic Solutions of Mutualism Systems with Several Delays 1 Advances in Dynamical Systems and Applications. ISSN 973-5321 Volume 1 Number 2 (26), pp. 29 217 c Research India Publications http://www.ripublication.com/adsa.htm Existence of Positive Periodic Solutions

More information

PERMANENCE IN LOGISTIC AND LOTKA-VOLTERRA SYSTEMS WITH DISPERSAL AND TIME DELAYS

PERMANENCE IN LOGISTIC AND LOTKA-VOLTERRA SYSTEMS WITH DISPERSAL AND TIME DELAYS Electronic Journal of Differential Equations, Vol. 2005(2005), No. 60, pp. 1 11. ISSN: 1072-6691. URL: http://ejde.math.txstate.edu or http://ejde.math.unt.edu ftp ejde.math.txstate.edu (login: ftp) PERMANENCE

More information

A Novel Three Dimension Autonomous Chaotic System with a Quadratic Exponential Nonlinear Term

A Novel Three Dimension Autonomous Chaotic System with a Quadratic Exponential Nonlinear Term ETASR - Engineering, Technology & Applied Science Research Vol., o.,, 9-5 9 A Novel Three Dimension Autonomous Chaotic System with a Quadratic Exponential Nonlinear Term Fei Yu College of Information Science

More information

On Prey-Predator with Group Defense

On Prey-Predator with Group Defense ISSN 1749-3889 (print) 1749-3897 (online) International Journal of Nonlinear Science Vol.15(013) No.4pp.91-95 On Prey-Predator with Group Defense Ali A Hashem 1 I. Siddique 1 Department of Mathematics

More information

ANALYSIS AND CONTROLLING OF HOPF BIFURCATION FOR CHAOTIC VAN DER POL-DUFFING SYSTEM. China

ANALYSIS AND CONTROLLING OF HOPF BIFURCATION FOR CHAOTIC VAN DER POL-DUFFING SYSTEM. China Mathematical and Computational Applications, Vol. 9, No., pp. 84-9, 4 ANALYSIS AND CONTROLLING OF HOPF BIFURCATION FOR CHAOTIC VAN DER POL-DUFFING SYSTEM Ping Cai,, Jia-Shi Tang, Zhen-Bo Li College of

More information

ADAPTIVE DESIGN OF CONTROLLER AND SYNCHRONIZER FOR LU-XIAO CHAOTIC SYSTEM

ADAPTIVE DESIGN OF CONTROLLER AND SYNCHRONIZER FOR LU-XIAO CHAOTIC SYSTEM ADAPTIVE DESIGN OF CONTROLLER AND SYNCHRONIZER FOR LU-XIAO CHAOTIC SYSTEM WITH UNKNOWN PARAMETERS Sundarapandian Vaidyanathan 1 1 Research and Development Centre, Vel Tech Dr. RR & Dr. SR Technical University

More information

Stability Analysis And Maximum Profit Of Logistic Population Model With Time Delay And Constant Effort Of Harvesting

Stability Analysis And Maximum Profit Of Logistic Population Model With Time Delay And Constant Effort Of Harvesting Jurnal Vol 3, Matematika, No, 9-8, Juli Statistika 006 & Komputasi Vol No Juli 006 9-8, Juli 006 9 Stability Analysis And Maximum Profit Of Logistic Population Model With Time Delay And Constant Effort

More information

Qualitative Analysis of a Discrete SIR Epidemic Model

Qualitative Analysis of a Discrete SIR Epidemic Model ISSN (e): 2250 3005 Volume, 05 Issue, 03 March 2015 International Journal of Computational Engineering Research (IJCER) Qualitative Analysis of a Discrete SIR Epidemic Model A. George Maria Selvam 1, D.

More information

Research Article The Mathematical Study of Pest Management Strategy

Research Article The Mathematical Study of Pest Management Strategy Discrete Dynamics in Nature and Society Volume 22, Article ID 25942, 9 pages doi:.55/22/25942 Research Article The Mathematical Study of Pest Management Strategy Jinbo Fu and Yanzhen Wang Minnan Science

More information

ZERO-HOPF BIFURCATION FOR A CLASS OF LORENZ-TYPE SYSTEMS

ZERO-HOPF BIFURCATION FOR A CLASS OF LORENZ-TYPE SYSTEMS This is a preprint of: Zero-Hopf bifurcation for a class of Lorenz-type systems, Jaume Llibre, Ernesto Pérez-Chavela, Discrete Contin. Dyn. Syst. Ser. B, vol. 19(6), 1731 1736, 214. DOI: [doi:1.3934/dcdsb.214.19.1731]

More information

SYNCHRONIZATION CRITERION OF CHAOTIC PERMANENT MAGNET SYNCHRONOUS MOTOR VIA OUTPUT FEEDBACK AND ITS SIMULATION

SYNCHRONIZATION CRITERION OF CHAOTIC PERMANENT MAGNET SYNCHRONOUS MOTOR VIA OUTPUT FEEDBACK AND ITS SIMULATION SYNCHRONIZAION CRIERION OF CHAOIC PERMANEN MAGNE SYNCHRONOUS MOOR VIA OUPU FEEDBACK AND IS SIMULAION KALIN SU *, CHUNLAI LI College of Physics and Electronics, Hunan Institute of Science and echnology,

More information

A new four-dimensional chaotic system

A new four-dimensional chaotic system Chin. Phys. B Vol. 19 No. 12 2010) 120510 A new four-imensional chaotic system Chen Yong ) a)b) an Yang Yun-Qing ) a) a) Shanghai Key Laboratory of Trustworthy Computing East China Normal University Shanghai

More information

Analysis of a predator prey model with modified Leslie Gower and Holling-type II schemes with time delay

Analysis of a predator prey model with modified Leslie Gower and Holling-type II schemes with time delay Nonlinear Analysis: Real World Applications 7 6 4 8 www.elsevier.com/locate/na Analysis of a predator prey model with modified Leslie Gower Holling-type II schemes with time delay A.F. Nindjin a, M.A.

More information

Workshop on Theoretical Ecology and Global Change March 2009

Workshop on Theoretical Ecology and Global Change March 2009 2022-3 Workshop on Theoretical Ecology and Global Change 2-18 March 2009 Stability Analysis of Food Webs: An Introduction to Local Stability of Dynamical Systems S. Allesina National Center for Ecological

More information

Global dynamics of a predator-prey system with Holling type II functional response

Global dynamics of a predator-prey system with Holling type II functional response 4 Nonlinear Analysis: Modelling and Control, 011, Vol. 16, No., 4 53 Global dynamics of a predator-prey system with Holling type II functional response Xiaohong Tian, Rui Xu Institute of Applied Mathematics

More information

Competition Among Manufacturers in Technological Innovation in the Market with Delayed Information

Competition Among Manufacturers in Technological Innovation in the Market with Delayed Information EUROPEAN JOURNAL OF PURE AND APPLIED MATHEMATICS Vol. 7, No. 2, 2014, 156-165 ISSN 1307-5543 www.ejpam.com Competition Among Manufacturers in Technological Innovation in the Market with Delayed Information

More information

Introduction to Dynamical Systems

Introduction to Dynamical Systems Introduction to Dynamical Systems Autonomous Planar Systems Vector form of a Dynamical System Trajectories Trajectories Don t Cross Equilibria Population Biology Rabbit-Fox System Trout System Trout System

More information

BIFURCATION PHENOMENA Lecture 4: Bifurcations in n-dimensional ODEs

BIFURCATION PHENOMENA Lecture 4: Bifurcations in n-dimensional ODEs BIFURCATION PHENOMENA Lecture 4: Bifurcations in n-dimensional ODEs Yuri A. Kuznetsov August, 2010 Contents 1. Solutions and orbits: equilibria cycles connecting orbits compact invariant manifolds strange

More information

Prey Predator Model with Asymptotic. Non-Homogeneous Predation

Prey Predator Model with Asymptotic. Non-Homogeneous Predation Int. J. Contemp. Math. Sciences, Vol. 7, 0, no. 4, 975-987 Prey Predator Model with Asymptotic Non-Homogeneous Predation Harsha Mehta *, Neetu Trivedi **, Bijendra Singh * and B. K. Joshi *** *School of

More information

A simple genetic model with non-equilibrium dynamics

A simple genetic model with non-equilibrium dynamics J. Math. Biol. (1998) 36: 550 556 A simple genetic model with non-equilibrium dynamics Michael Doebeli, Gerdien de Jong Zoology Institute, University of Basel, Rheinsprung 9, CH-4051 Basel, Switzerland

More information

1 The pendulum equation

1 The pendulum equation Math 270 Honors ODE I Fall, 2008 Class notes # 5 A longer than usual homework assignment is at the end. The pendulum equation We now come to a particularly important example, the equation for an oscillating

More information

Hopf Bifurcation and Stability of an Improved Fluid Flow Model with Time Delay in Internet Congestion Control

Hopf Bifurcation and Stability of an Improved Fluid Flow Model with Time Delay in Internet Congestion Control International Journal of Engineering esearch And Management (IJEM) ISSN: 349-58, Volume-5, Issue-6, June 18 Hopf Bifurcation and Stability of an Improved Fluid Flow Model with Time Delay in Internet Congestion

More information

ROLE OF TIME-DELAY IN AN ECOTOXICOLOGICAL PROBLEM

ROLE OF TIME-DELAY IN AN ECOTOXICOLOGICAL PROBLEM CANADIAN APPLIED MATHEMATICS QUARTERLY Volume 6, Number 1, Winter 1997 ROLE OF TIME-DELAY IN AN ECOTOXICOLOGICAL PROBLEM J. CHATTOPADHYAY, E. BERETTA AND F. SOLIMANO ABSTRACT. The present paper deals with

More information

Time-Invariant Linear Quadratic Regulators!

Time-Invariant Linear Quadratic Regulators! Time-Invariant Linear Quadratic Regulators Robert Stengel Optimal Control and Estimation MAE 546 Princeton University, 17 Asymptotic approach from time-varying to constant gains Elimination of cross weighting

More information

Stability Analysis of a Population Dynamics Model with Allee Effect

Stability Analysis of a Population Dynamics Model with Allee Effect Stability Analysis of a Population Dynamics Model with Allee Effect Canan Celik Abstract In this study, we focus on the stability analysis of equilibrium points of population dynamics with delay when the

More information

ADAPTIVE CONTROL AND SYNCHRONIZATION OF HYPERCHAOTIC NEWTON-LEIPNIK SYSTEM

ADAPTIVE CONTROL AND SYNCHRONIZATION OF HYPERCHAOTIC NEWTON-LEIPNIK SYSTEM ADAPTIVE CONTROL AND SYNCHRONIZATION OF HYPERCHAOTIC NEWTON-LEIPNIK SYSTEM Sundarapandian Vaidyanathan 1 1 Research and Development Centre, Vel Tech Dr. RR & Dr. SR Technical University Avadi, Chennai-600

More information

Lab 5: Nonlinear Systems

Lab 5: Nonlinear Systems Lab 5: Nonlinear Systems Goals In this lab you will use the pplane6 program to study two nonlinear systems by direct numerical simulation. The first model, from population biology, displays interesting

More information

CDS 101/110a: Lecture 2.1 Dynamic Behavior

CDS 101/110a: Lecture 2.1 Dynamic Behavior CDS 11/11a: Lecture.1 Dynamic Behavior Richard M. Murray 6 October 8 Goals: Learn to use phase portraits to visualize behavior of dynamical systems Understand different types of stability for an equilibrium

More information

Permanence and global attractivity of a nonautonomous modified Leslie-Gower predator-prey model with Holling-type II schemes and a prey refuge

Permanence and global attractivity of a nonautonomous modified Leslie-Gower predator-prey model with Holling-type II schemes and a prey refuge Xie et al. Advances in Difference Equations 016 016:184 DOI 10.1186/s1366-016-089-5 R E S E A R C H Open Access Permanence and global attractivity of a nonautonomous modified Leslie-Gower predator-prey

More information

Time-Invariant Linear Quadratic Regulators Robert Stengel Optimal Control and Estimation MAE 546 Princeton University, 2015

Time-Invariant Linear Quadratic Regulators Robert Stengel Optimal Control and Estimation MAE 546 Princeton University, 2015 Time-Invariant Linear Quadratic Regulators Robert Stengel Optimal Control and Estimation MAE 546 Princeton University, 15 Asymptotic approach from time-varying to constant gains Elimination of cross weighting

More information

TURING AND HOPF PATTERNS FORMATION IN A PREDATOR-PREY MODEL WITH LESLIE-GOWER-TYPE FUNCTIONAL RESPONSE

TURING AND HOPF PATTERNS FORMATION IN A PREDATOR-PREY MODEL WITH LESLIE-GOWER-TYPE FUNCTIONAL RESPONSE Dynamics of Continuous, Discrete and Impulsive Systems Series B: Algorithms and Applications 16 2009) 479-488 Copyright c 2009 Watam Press http://www.watam.org TURING AND HOPF PATTERNS FORMATION IN A PREDATOR-PREY

More information

IMPACT OF HARVESTING, NOISE AND DIFFUSION ON THE DYNAMICS OF A FOOD CHAIN MODEL WITH RATIO-DEPENDENT FUNCTIONAL RESPONSE III

IMPACT OF HARVESTING, NOISE AND DIFFUSION ON THE DYNAMICS OF A FOOD CHAIN MODEL WITH RATIO-DEPENDENT FUNCTIONAL RESPONSE III ITALIAN JOURNAL OF PURE AND APPLIED MATHEMATICS N 39 8 69 89 69 IMPACT OF HARVESTING NOISE AND DIFFUSION ON THE DYNAMICS OF A FOOD CHAIN MODEL WITH RATIO-DEPENDENT FUNCTIONAL RESPONSE III G Basava Kumar

More information

Function Projective Synchronization of Fractional-Order Hyperchaotic System Based on Open-Plus-Closed-Looping

Function Projective Synchronization of Fractional-Order Hyperchaotic System Based on Open-Plus-Closed-Looping Commun. Theor. Phys. 55 (2011) 617 621 Vol. 55, No. 4, April 15, 2011 Function Projective Synchronization of Fractional-Order Hyperchaotic System Based on Open-Plus-Closed-Looping WANG Xing-Yuan ( ), LIU

More information

Hopf Bifurcation of a Nonlinear System Derived from Lorenz System Using Centre Manifold Approach ABSTRACT. 1. Introduction

Hopf Bifurcation of a Nonlinear System Derived from Lorenz System Using Centre Manifold Approach ABSTRACT. 1. Introduction Malaysian Journal of Mathematical Sciences 10(S) March : 1-13 (2016) Special Issue: The 10th IMT-GT International Conference on Mathematics, Statistics and its Applications 2014 (ICMSA 2014) MALAYSIAN

More information

Modelling biological oscillations

Modelling biological oscillations Modelling biological oscillations Shan He School for Computational Science University of Birmingham Module 06-23836: Computational Modelling with MATLAB Outline Outline of Topics Van der Pol equation Van

More information

Hopf Bifurcation and Limit Cycle Analysis of the Rikitake System

Hopf Bifurcation and Limit Cycle Analysis of the Rikitake System ISSN 749-3889 (print), 749-3897 (online) International Journal of Nonlinear Science Vol.4(0) No.,pp.-5 Hopf Bifurcation and Limit Cycle Analysis of the Rikitake System Xuedi Wang, Tianyu Yang, Wei Xu Nonlinear

More information

Multiple focus and Hopf bifurcations in a predator prey system with nonmonotonic functional response

Multiple focus and Hopf bifurcations in a predator prey system with nonmonotonic functional response Multiple focus and Hopf bifurcations in a predator prey system with nonmonotonic functional response Dongmei Xiao Department of Mathematics Shanghai Jiao Tong University, Shanghai 200030, China Email:

More information

Lecture 3 : Bifurcation Analysis

Lecture 3 : Bifurcation Analysis Lecture 3 : Bifurcation Analysis D. Sumpter & S.C. Nicolis October - December 2008 D. Sumpter & S.C. Nicolis General settings 4 basic bifurcations (as long as there is only one unstable mode!) steady state

More information

Stability and Hopf Bifurcation for a Discrete Disease Spreading Model in Complex Networks

Stability and Hopf Bifurcation for a Discrete Disease Spreading Model in Complex Networks International Journal of Difference Equations ISSN 0973-5321, Volume 4, Number 1, pp. 155 163 (2009) http://campus.mst.edu/ijde Stability and Hopf Bifurcation for a Discrete Disease Spreading Model in

More information