4
Dynamic Properties of the Predator–Prey Discontinuous Dynamical System Ahmed M. A. El-Sayed a and Mohamed E. Nasr b a Faculty of Science, Alexandria University, Alexandria, Egypt b Faculty of Science, Benha University, Benha 13518, Egypt Reprint requests to M. E. N.; E-mail: moh nasr [email protected] Z. Naturforsch. 67a, 57 – 60 (2012) / DOI: 10.5560/ZNA.2011-0051 Received June 17, 2011 / revised September 15, 2011 In this work, we study the dynamic properties (equilibrium points, local and global stability, chaos and bifurcation) of the predator–prey discontinuous dynamical system. The existence and uniqueness of uniformly Lyapunov stable solution will be proved. Key words: Discontinuous Dynamical Systems; Predator–Prey Discontinuous Dynamical System; Existence and Uniqueness; Uniform and Local Stability; Equilibrium Points; Chaos and Bifurcations. 1. Introduction The dynamical properties of the predator–prey dis- crete dynamical system have been intensively studied by some authors, see for example [1 9] and the refer- ences therein. Here we are concerned with the predator–prey dis- continuous dynamical system x(t )= ax(t - r 1 )(1 - x(t - r 1 )) - bx(t - r 1 )y(t - r 2 ) = f (x(t - r 1 ), y(t - r 2 )), t (0, T ], (1) y(t )= -cy(t - r 2 )+ dx(t - r 1 )y(t - r 2 ) = g(x(t - r 1 ), y(t - r 2 )), t (0, T ], (2) with the initial values x(t )= x 0 , y(t )= y 0 , t 0, (3) where x, y 0 and a, b, c, d , r 1 , and r 2 are positive con- stants and T < . We study the dynamic properties (equilibrium points, local and global stability, chaos and bifurca- tion) of the discontinuous dynamical system (1)–(3). The existence of a unique uniformly stable solution is also proved. 2. Discontinuous Dynamical Systems The discrete dynamical system x n = ax n-1 , n = 1, 2,..., (4) x 0 = c, (5) has the discrete solution x n = a n x 0 , n = 1, 2, .... (6) The more general dynamical system x(t )= ax(t - r), t (0, T ] and r > 0, (7) x(t )= x 0 , t 0, (8) has the discontinuous (integrable) solution x(t )= a 1+[ t r ] x 0 L 1 (0, T ], (9) where [.] is the bract function. The nonlinear discrete dynamical system x n = f (x n-1 ), n = 1, 2,..., (10) with the initial data (5) has the discrete solution x n = f n (x 0 ), n = 1, 2,..., (11) but the nonlinear problem x(t )= f (x(t - r)), r > 0, (12) with the initial data (8) is more general than the prob- lem (10)–(5) and has the discontinuous (integrable) solution x n = f 1+[ t r ] (x 0 ) L 1 (0, T ]. (13) c 2012 Verlag der Zeitschrift f¨ ur Naturforschung, T ¨ ubingen · http://znaturforsch.com

Dynamic Properties of the Predator--Prey Discontinuous Dynamical …znaturforsch.com/s67a/s67a0057.pdf · 2016-06-28 · Dynamic Properties of the Predator--Prey Discontinuous Dynamical

  • Upload
    others

  • View
    5

  • Download
    0

Embed Size (px)

Citation preview

Page 1: Dynamic Properties of the Predator--Prey Discontinuous Dynamical …znaturforsch.com/s67a/s67a0057.pdf · 2016-06-28 · Dynamic Properties of the Predator--Prey Discontinuous Dynamical

Dynamic Properties of the Predator–Prey Discontinuous DynamicalSystemAhmed M. A. El-Sayeda and Mohamed E. Nasrb

a Faculty of Science, Alexandria University, Alexandria, Egyptb Faculty of Science, Benha University, Benha 13518, Egypt

Reprint requests to M. E. N.; E-mail: moh nasr [email protected]

Z. Naturforsch. 67a, 57 – 60 (2012) / DOI: 10.5560/ZNA.2011-0051Received June 17, 2011 / revised September 15, 2011

In this work, we study the dynamic properties (equilibrium points, local and global stability, chaosand bifurcation) of the predator–prey discontinuous dynamical system. The existence and uniquenessof uniformly Lyapunov stable solution will be proved.

Key words: Discontinuous Dynamical Systems; Predator–Prey Discontinuous Dynamical System;Existence and Uniqueness; Uniform and Local Stability; Equilibrium Points; Chaos andBifurcations.

1. Introduction

The dynamical properties of the predator–prey dis-crete dynamical system have been intensively studiedby some authors, see for example [1 – 9] and the refer-ences therein.

Here we are concerned with the predator–prey dis-continuous dynamical system

x(t) = ax(t− r1)(1− x(t− r1))−bx(t− r1)y(t− r2)= f (x(t− r1),y(t− r2)), t ∈ (0,T ],

(1)

y(t) =−cy(t− r2)+dx(t− r1)y(t− r2)= g(x(t− r1),y(t− r2)), t ∈ (0,T ],

(2)

with the initial values

x(t) = x0, y(t) = y0, t ≤ 0, (3)

where x,y≥ 0 and a,b,c,d,r1, and r2 are positive con-stants and T < ∞.

We study the dynamic properties (equilibriumpoints, local and global stability, chaos and bifurca-tion) of the discontinuous dynamical system (1) – (3).The existence of a unique uniformly stable solution isalso proved.

2. Discontinuous Dynamical Systems

The discrete dynamical system

xn = axn−1, n = 1,2, . . . , (4)

x0 = c, (5)

has the discrete solution

xn = anx0, n = 1,2, . . . . (6)

The more general dynamical system

x(t) = ax(t− r), t ∈ (0,T ] and r > 0, (7)

x(t) = x0, t ≤ 0, (8)

has the discontinuous (integrable) solution

x(t) = a1+[ tr ]x0 ∈ L1(0,T ], (9)

where [.] is the bract function.The nonlinear discrete dynamical system

xn = f (xn−1), n = 1,2, . . . , (10)

with the initial data (5) has the discrete solution

xn = f n(x0), n = 1,2, . . . , (11)

but the nonlinear problem

x(t) = f (x(t− r)), r > 0, (12)

with the initial data (8) is more general than the prob-lem (10) – (5) and has the discontinuous (integrable)solution

xn = f 1+[ tr ](x0) ∈ L1(0,T ]. (13)

c© 2012 Verlag der Zeitschrift fur Naturforschung, Tubingen · http://znaturforsch.com

Page 2: Dynamic Properties of the Predator--Prey Discontinuous Dynamical …znaturforsch.com/s67a/s67a0057.pdf · 2016-06-28 · Dynamic Properties of the Predator--Prey Discontinuous Dynamical

58 A. M. A. El-Sayed · Dynamic Properties of the Predator–Prey Discontinuous Dynamical System

So, we can call the systems (7) – (8) and (12) – (8) dis-continuous dynamical systems (see [4]).

Definition. The discontinuous dynamical system is theproblem of the retarded functional equation

x(t) = f (t,x(t− r)), r, t > 0, (14)

x(t) = g(t), t ∈ (−∞,0]. (15)

3. Existence and Uniqueness

The problem (1) – (3) can be written in the matrixform

(x(t),y(t))T =(ax(t− r1)(1− x(t− r1))−bx(t− r1)y(t− r2),

− cy(t− r2)+dx(t− r1)y(t− r2))T

(16)

and

(x(t),y(t))T = (x0,y0)T, t ≤ 0, (17)

where T is the transpose of the matrix.Let L1[0,T ] be the class of Lebesgue integrable

functions defined on [0,T ].Let X be the class of columns vectors (x(t),y(t))T,

x,y ∈ L1[0,T ] with the equivalent norm

||(x,y)T||X = ||x||+ ||y||

=∫ T

0e−Nt |x(t)|dt +

∫ T

0e−Nt |y(t)|dt,

N > 0.

Let D ⊂ R+, D = x,y ≥ 0, maxx,y ≤ A, and a1 =maxa,b,c,d.

Now we have the following existence theorem.

Theorem 2.1. The problem (16) – (17) has a uniquesolution (x,y)T ∈ X .

Proof. Define the operator F : X → X by

F(x(t),y(t))T =(ax(t− r1)(1− x(t− r1))−bx(t− r1)y(t− r2),

− cy(t− r2)+dx(t− r1)y(t− r2))T

then by direct calculations, we can get

||F(x,y)T−F(u,v)T||X ≤ K||(x,y)T− (u,v)T||Xwhere K = a1(1+5A)e−Nr and r = maxr1,r2.

Choose N large enough such that K < 1, then bythe contraction fixed point theorem ([10]) the problem(16) – (17) has a unique solution (x,y)T ∈ X .

3.1. Uniform Stability

Here we prove the uniform Lyapunov stability of thesolution of the problem (16) – (17).

Theorem 2.2. The solution of the problem (16) – (17)is uniformly Lyapunov stable in the sense that

|x0− x∗0|+ |y0− y∗0| ≤ δ ⇒ ||(x,y)− (x∗,y∗)||X ≤ ε,

where (x∗(t),y∗(t))T is the solution of the problem

(x(t),y(t))T =(ax(t− r1)(1− x(t− r1))−bx(t− r1)y(t− r2),

− cy(t− r2)+dx(t− r1)y(t− r2))T

and

(x(t),y(t))T = (x∗o,y∗o)

T, t ≤ 0.

Proof. Direct calculations give

||(x,y)T− (x∗,y∗)T||X ≤1N

(|x0− x∗0|+ |y0− y∗0|)

+K||(x,y)T− (u,v)T||X

which implies that

||F(x,y)T−F(x∗,y∗)T||X ≤1N

(1−K)−1(|x0− x∗0|

+ |y0− y∗0|)≤ ε,

ε = 1N (1−K)−1δ .

4. Equilibrium Points and Local Stability

The equilibrium solution of the discontinuous dy-namical system (1) – (3) is given by

xeq = f (xeq,yeq),yeq = g(xeq,yeq),

which are

E0(0,0), E1

(a−1

a,0

),

E2

(1+ c

d,

ab

(1− 1+ c

d

)− 1

b

).

The equilibrium solution of the discontinuous dynam-ical system (1) – (3) is locally asymptotically stable if

Page 3: Dynamic Properties of the Predator--Prey Discontinuous Dynamical …znaturforsch.com/s67a/s67a0057.pdf · 2016-06-28 · Dynamic Properties of the Predator--Prey Discontinuous Dynamical

A. M. A. El-Sayed · Dynamic Properties of the Predator–Prey Discontinuous Dynamical System 59

0 1 2 3 4a0.0

0.2

0.4

0.6

0.8x t ,y t

x ty t

Fig. 1. Bifurcation diagram of (1) – (3) with respect to a,r1 = r2 = 1, and t ∈ [0,100].

0.5 1.0 1.5 2.0 2.5a

0.1

0.2

0.3

0.4

0.5

0.6

x t ,y t

x t

y t

Fig. 2. Bifurcation diagram of (1) – (3) with respect to a,r1 = 0.25, r2 = 0.5, and t ∈ [0,100].

all the roots λ of the following equation satisfy |λ |< 1,where (

λ−r1

∂ f (x,y)∂x

−1

)(λ−r2

∂g(x,y)∂y

−1

)−(

∂ f∂y

)(∂g∂x

)λ−r1−r2 = 0,

(18)

where all the derivatives in (18) are calculated at theequilibrium values.

5. Bifurcation and Chaos

In this section, some numerical simulation resultsare presented to show that dynamic behaviours of thediscontinuous dynamical system (1) – (3) change fordifferent values of r1, r2, and T . To do this, we willuse the bifurcation diagrams.

0.0 0.5 1.0 1.5 2.0a0.0

0.1

0.2

0.3

0.4

0.5x t ,y t

x t

y t

Fig. 3. Bifurcation diagram of (1) – (3) with respect to a,r1 = 1, r2 = 0.75, and t ∈ [0,100].

0.0 0.5 1.0 1.5 2.0a0.0

0.1

0.2

0.3

0.4

0.5x t ,y t

x t

y t

Fig. 4. Bifurcation diagram of (1) – (3) with respect to a,r1 = 1, r2 = 0.75, and t ∈ [0,25].

The bifurcation diagrams of (1) – (3) in the(a− xy) plane are showing the dynamical behaviourof the predator–prey systems as a,r1,r2 are varyingand the fixed parameters are b = 3.4, c = 0.2, d = 3.5,(x0,y0) = (0.1,0.2), see Figures 1 – 4.

From these figures we deduce that the change ofr1, r2, and T has an effect on the stability of the system:depending on the parameter set, it occurs a bifurca-tion point, an aperiodic behaviour or a chaotic behav-iour.

6. Conclusions

The discrete dynamical system of the predator–preymodel describes the dynamical properties for the caser1 = r2 and discrete time t = 1,2 . . . .

On the other hand, the discontinuous dynamical sys-tem of the predator–prey model describes the dynam-

Page 4: Dynamic Properties of the Predator--Prey Discontinuous Dynamical …znaturforsch.com/s67a/s67a0057.pdf · 2016-06-28 · Dynamic Properties of the Predator--Prey Discontinuous Dynamical

60 A. M. A. El-Sayed · Dynamic Properties of the Predator–Prey Discontinuous Dynamical System

ical properties for different values of the delayed pa-rameters r1 and r2 and the time continuous.

Figure 1 agrees with standard results. This confirmsthe correctness of our computation.

The results of the other figures are a new behaviour(there is no analytic explanation for this behaviour).This shows the richness of the models of discontinuousdynamical systems.

[1] H. N. Agiza, E. M. ELabbasy, H. EL-Metwally, andA. A. Elsadany, Nonlin. Anal.: Real World Appl. 10,116 (2009).

[2] M. Danca, S. Codreanu, and B. Bako, J. Biol. Phys. 23,11 (1997).

[3] S. Elaydi, An Introduction To Difference Equations,Springer, New York, 3rd. Ed. 2005.

[4] A. M. A. El-Sayed and M. E. Nasr, J. Egypt Math. Soc.19, 1 (2011).

[5] J. Hainzl, SIAM J. Appl. Math. 48, 170 (1988).

[6] S. B. Hsu and T. W. Hwang, SIAM J. Appl. Math. 55,763 (1995).

[7] Z. J. Jing and J. Yang, Chaos Solitons Fractals 27, 259(2006).

[8] X. Liu and D. Xiao, Chaos Solitons Fractals 32, 80(2007).

[9] O. Galor, Discrete Dynamical System, Springer, Berlin,Heidelberg 2007.

[10] R. F. Curtain and A. J. Pritchard, Functional Analysis inModern Applied Mathematics. Academic Press, Lon-don 1977.