GLOBAL DYNAMICS OF THE SYSTEM OF TWO EXPONENTIAL DIFFERENCE EQUATIONS

Size: px
Start display at page:

Download "GLOBAL DYNAMICS OF THE SYSTEM OF TWO EXPONENTIAL DIFFERENCE EQUATIONS"

Transcription

1 Electronic Journal of Mathematical Analysis an Applications Vol. 7(2) July 209, pp ISSN: X(online) GLOBAL DYNAMICS OF THE SYSTEM OF TWO EXPONENTIAL DIFFERENCE EQUATIONS MAI NAM PHONG Abstract. The purpose of this paper is to investigate the bouneness an persistence of the solutions, the global stability of the unique positive equilibrium point an the rate of convergence of solutions of the system of two ifference equations which contains exponential terms: x n+ = a + e (bxn+cyn), y n+ = α + e (βxn+γyn), + bx n + cy n + βx n + γy n where the parameters a, b, c,, α, β, γ, an the initial values x 0, y 0 are positive real numbers. Furthermore, we give some numerical examples to illustrate our theoretical results.. Introuction Difference equations arise in the situations in which the iscrete values of the inepenent variable involve. Many practical phenomena are moele with the help of ifference equations [, 3, 8]. In engineering, ifference equations arise in control engineering, igital signal processing, electrical networks, etc. In social sciences, ifference equations arise to stuy the national income of a country an then its variation with time, Cobweb phenomenon in economics, etc. Recently, there has been a great interest in stuying the qualitative properties of ifference equations an systems of ifference equations of exponential form [4, 6,, 2, 3, 4, 5, 9]. In [4], the authors examine the bouneness, the asymptotic behavior, the perioic character of the solutions an the stability character of the positive equilibrium of the ifference equation: x n+ = a + bx n e xn, () where a, b are positive constants an the initial values x, x 0 are positive numbers. Furthermore, in () the authors use a as the immigration rate an b as the growth rate in the population moel. In fact, this was a moel suggeste by the people from the Harvar School of Public Health; stuying the population ynamics of one species x n. 200 Mathematics Subject Classification. 39A0. Key wors an phrases. Equilibrium points, local stability, global behavior, rate of convergence, positive solutions. Submitte Oct. 26,

2 EJMAA-209/7(2) GLOBAL DYNAMICS OF THE SYSTEM 257 In [], the authors stuie the bouneness, the asymptotic behavior, the perioicity an the stability of the positive solutions of the ifference equation: y n+ = α + βe yn γ + y n, (2) where α, β, γ are positive constants an the initial values y, y 0 are positive numbers. In [7], the authors explore the bouneness, the asymptotic behavior an the rate of convergence of the positive solutions of the system of two ifference equations: x n+ = α + βe xn, y n+ = + ζe yn, (3) γ + y n η + x n where α, β, γ,, ζ, η are positive constants an the initial values x 0, y 0 are positive real values. Motivate by these above papers, in this paper, we will investigate the bouneness, the persistence an the asymptotic behavior of the positive solutions of the following system of exponential form: x n+ = a + e (bxn+cyn) + bx n + cy n, y n+ = α + e (βxn+γyn) + βx n + γy n, (4) where a, b, c,, α, β, γ, are positive constants an the initial values x 0, y 0 are positive real values. Moreover, we establish the rate of convergence of a solution that converges to the equilibrium E = ( x, ȳ) of (4). 2. Global behavior of solutions of system (4) The following lemma shows that every positive solution {(x n, y n )} n=0 of (4) is boune an persists. Lemma 2.. Every positive solution of system (4) is boune an persists. Proof. Let (x n, y n ) be an arbitrary solution of (4). From (4) we can see that x n a +, y n α +, n =, 2,... (5) In aition, from (4) an (5) we get x n b(a+) a + e c(α+), y n β(a+) α + e γ(α+) + b(a+) + c(α+) + β(a+) + γ(α+) Therefore, from (5) an (6) the proof of lemma is complete. The next lemma establishes an invariant set for the system (4), n = 2, 3,... (6) Lemma 2.2. Let {(x n, y n )} n=0 be a positive solution of the system (4). Then [ a + e b(a+) c(α+), a + ] + b(a+) + c(α+) is an invariant set for the system (4). Proof. It follows from inuction. [ α + e β(a+) γ(α+) + β(a+) + γ(α+), α + ] The following result will be useful in establishing the global attractivity character of the equilibrium of system (4).

3 258 M. N. PHONG EJMAA-209/7(2) Theorem 2.3. [2] Let R = [a, b ] [c, ] an f : R [a, b ], g : R [c, ] be a continuous functions such that: (a) f(x, y) is ecreasing in both variables an g(x, y) is ecreasing in both variables for each (x, y) R; (b) If (m, M, m 2, M 2 ) R 2 is a solution of { M = f(m, m 2 ), m = f(m, M 2 ) (7) M 2 = g(m, m 2 ), m 2 = g(m, M 2 ) then m = M an m 2 = M 2. Then the following system of ifference equations: x n+ = f(x n, y n ), y n+ = g(x n, y n ) (8) has a unique equilibrium ( x, ȳ) an every solution (x n, y n ) of the system (8) with (x 0, y 0 ) R converges to the unique equilibrium ( x, ȳ). In aition, the equilibrium ( x, ȳ) is globally asymptotically stable. Now we state the main theorem of this section. Theorem 2.4. Consier system (4). Suppose that the following relations hol true: > b + c, > β + γ. (9) Then system (4) has a unique positive equilibrium ( x, ȳ) an every positive solution of system (4) tens to the unique positive equilibrium ( x, ȳ) as n. In aition, the equilibrium ( x, ȳ) is globally asymptotically stable. Proof. We consier the functions where u, v I J = f(u, v) = a + e (bu+cv) + bu + cv, [ a + e b(a+) c(α+) + b(a+) + c(α+) α + e (βu+γv) g(u, v) = + βu + γv, a + ] [ α + e β(a+) γ(α+) + β(a+) + γ(α+) (0), α + ]. () It is easy to see that f(u, v), g(u, v) are ecreasing in both variables for each (u, v) I J. In aition, from (0) an () we have f(u, v) I, g(u, v) J as (u, v) I J an so f : I J I, g : I J J. Now let m, M, m 2, M 2 be positive real numbers such that an M = a + e (bm+cm2) + bm + cm 2, m = a + e (bm+cm2) + bm + cm 2, (2) M 2 = α + e (βm+γm2), m 2 = α + e (βm+γm2). (3) + βm + γm 2 + βm + γm 2 Moreover arguing as in the proof of Theorem.2.3, it suffices to assume that From (2) we get m M, m 2 M 2. (4) M + bm M + cm 2 M = a + e (bm+cm2), m + bm M + cm M 2 = a + e (bm+cm2), (5)

4 EJMAA-209/7(2) GLOBAL DYNAMICS OF THE SYSTEM 259 which implies that (M m ) + cm (m 2 M 2 ) + cm 2 (M m ) = e (bm+cm2) e (bm+cm2). (6) From (6) we have (M m ) + cm (m 2 M 2 ) + cm 2 (M m ) = e (bm+cm2+bm+cm2)+θ [b(m m ) + c(m 2 m 2 )], where bm + cm 2 θ bm + cm 2. From (7) we get from which we have (M m )[ + cm 2 be (bm+cm2+bm+cm2)+θ ] = (M 2 m 2 )[cm + ce (bm+cm2+bm+cm2)+θ ], (7) (8) (M 2 m 2 ) = + cm 2 be (bm+cm2+bm+cm2)+θ cm + ce (bm+cm2+bm+cm2)+θ (M m ). (9) From (3) we imply that From (20) we obtain M 2 + βm M 2 + γm 2 M 2 = α + e (βm+γm2), m 2 + βm 2 M + γm 2 M 2 = α + e (βm+γm2). (20) (M 2 m 2 ) + βm 2 (m M ) + βm (M 2 m 2 ) = e (βm+γm2) e (βm+γm2). (2) From (2) we have (M 2 m 2 ) + βm 2 (m M ) + βm (M 2 m 2 ) = e (βm+γm2+βm+γm2)+θ2 [β(m m ) + γ(m 2 m 2 )], where βm + γm 2 θ 2 βm + γm 2. From (22) we get (M m )[βm 2 + βe (βm+γm2+βm+γm2)+θ2 ] (M 2 m 2 )[ + βm γe (βm+γm2+βm+γm2)+θ2 ] = 0. From two relations (9) an (23) we obtain (M m ) [ ( + cm2 be (bm+cm2+bm+cm2)+θ )( + βm γe (βm+γm2+βm+γm2)+θ2 ) cβ(m + e (bm+cm2+bm+cm2)+θ )(M 2 + βe (βm+γm2+βm+γm2)+θ2 ) ] = 0. (24) By using inequality (9), we have ( + cm 2 be (bm+cm2+bm+cm2)+θ )( + βm γe (βm+γm2+βm+γm2)+θ2 ) > ( + cm 2 b)( + βm γ) > cβ( + M )( + M 2 ). Moreover, we have cβ(m + e (bm+cm2+bm+cm2)+θ )(M 2 + βe (βm+γm2+βm+γm2)+θ2 ) < cβ(m + )(M 2 + ). (22) (23) (25) (26)

5 260 M. N. PHONG EJMAA-209/7(2) Then from (24), (25) an (26) imply m = M, so from (9) we have m 2 = M 2. Hence from Theorem 2.3 system (4) has a unique positive equilibrium ( x, ȳ) an every positive solution of system (4) tens to the unique positive equilibrium ( x, ȳ) as n. In aition, the equilibrium ( x, ȳ) is globally asymptotically stable. This completes the proof of the theorem. 3. Rate of convergence In this section we give the rate of convergence of a solution that converges to the equilibrium E = ( x, ȳ) of the systems (4) for all values of parameters. The rate of convergence of solutions that converge to an equilibrium has been obtaine for some two-imensional systems in [9] an [0]. The following results give the rate of convergence of solutions of a system of ifference equations x n+ = [A + B(n)]x n (27) where x n is a k-imensional vector, A C k k is a constant matrix, an B : Z + C k k is a matrix function satisfying B(n) 0 when n, (28) where enotes any matrix norm which is associate with the vector norm; also enotes the Eucliean norm in R 2 given by x = (x, y) = x 2 + y 2. (29) Theorem 3.. ([8]) Assume that conition (28) hols. system (27), then either x n = 0 for all large n or If x n is a solution of n ρ = lim n xn (30) exists an is equal to the moulus of one of the eigenvalues of matrix A. Theorem 3.2. ([8]) Assume that conition (28) hols. system (27), then either x n = 0 for all large n or x n+ ρ = lim n x n If x n is a solution of exists an is equal to the moulus of one of the eigenvalues of matrix A. The equilibrium point of the system (4) satisfies the following system of equations x = a + e (b x+cȳ) + b x + cȳ ȳ = α + e (β x+γȳ) + β x + γȳ The map T associate to the system (4) is ( ) f(x, y) T (x, y) = = g(x, y) (3). (32) a + e (bx+cy) + bx + cy α + e (βx+γy) + βx + γy. (33)

6 EJMAA-209/7(2) GLOBAL DYNAMICS OF THE SYSTEM 26 The Jacobian matrix of T is J T (x, y) = b[a + ( + bx + cy + )e (bx+cy) ] c[a + ( + bx + cy + )e (bx+cy) ] ( + bx + cy) 2 ( + bx + cy) 2 β[α + (α + βx + γy + )e (βx+γy) ] γ[α + (α + βx + γy + )e (βx+γy) ] (α + βx + γy) 2 (α + βx + γy) 2 (34) By using the system (32), value of the Jacobian matrix of T at the equilibrium point E = ( x, ȳ) is J T ( x, ȳ) = b[a + ( + b x + cȳ + )e (b x+cȳ) ] c[a + ( + b x + cȳ + )e (b x+cȳ) ] ( + b x + cȳ) 2 ( + b x + cȳ) 2 β[α + (α + β x + γȳ + )e (β x+γȳ) ] γ[α + (α + β x + γȳ + )e (β x+γȳ) ] (α + β x + γȳ) 2 (α + β x + γȳ) 2 (35) Our goal in this section is to etermine the rate of convergence of every solution of the system (4) in the regions where the parameters a, b, c,, α, β, γ, (0, ), ( > b+c, > β +γ) an initial conitions x 0 an y 0 are arbitrary, nonnegative numbers. ( ) ( ) e Theorem 3.3. The error vector e n = n xn x e 2 = of every solution (x n y n ȳ n, y n ) ( x, ȳ) of (4) satisfies both of the following asymptotic relations: en = λ i (J T (E)) for some i =, 2, (36) an n lim n.. e n+ lim n e n = λ i(j T (E)) for some i =, 2, (37) where λ i (J T (E)) is equal to the moulus of one of the eigenvalues of the Jacobian matrix evaluate at the equilibrium J T (E). Proof. First, we will fin a system satisfie by the error terms. The error terms are given as x n+ x = a + e (bxn+cyn) + bx n + cy n a + e (b x+cȳ) + b x + cȳ = a( + b x + cȳ) a( + bx n + cy n ) ( + bx n + cy n )( + b x + cȳ) + ( + b x + cȳ)e (bxn+cyn) ( + bx n + cy n )e (b x+cȳ) ( + bx n + cy n )( + b x + cȳ) = b( x x n) + c(ȳ y n ) + [b( x x n ) + c(ȳ y n )]e (bxn+cyn) ( + bx n + cy n )( + b x + cȳ) + ( + bx n + cy n )[e (bxn+cyn) e (b x+cȳ) ] ( + bx n + cy n )( + b x + cȳ) = b(x n x) c(y n ȳ) + [b( x x n ) + c(ȳ y n )]e (bxn+cyn) ( + bx n + cy n )( + b x + cȳ)

7 262 M. N. PHONG EJMAA-209/7(2) + ( + bx n + cy n )e (b x+cȳ) [e (bxn b x+cyn cȳ) ] ( + bx n + cy n )( + b x + cȳ) = b(x n x) c(y n ȳ) + [b( x x n ) + c(ȳ y n )]e (bxn+cyn) ( + bx n + cy n )( + b x + cȳ) + ( + bx n + cy n )e (b x+cȳ) [ b(x n x) c(y n ȳ)] ( + bx n + cy n )( + b x + cȳ) + O ((x n x)) + O 2 ((y n ȳ)) ( + bx n + cy n )( + b x + cȳ) = b [ a + e (bxn+cyn) + ( + bx n + cy n )e (b x+cȳ)] (x n x) ( + bx n + cy n )( + b x + cȳ) + c [ a + e (bxn+cyn) + ( + bx n + cy n )e (b x+cȳ)] (y n ȳ) ( + bx n + cy n )( + b x + cȳ) + ( + bx n + cy n )( + b x + cȳ) O ((x n x)) + ( + bx n + cy n )( + b x + cȳ) O 2 ((y n ȳ)) By calculating similarly, we get y n+ ȳ = γ [ α + e (βxn+γyn) + ( + βx n + γy n )e (β x+γȳ)] (x n x) ( + βx n + γy n )( + β x + γȳ) + β [ α + e (βxn+γyn) + ( + βx n + γy n )e (β x+γȳ)] (y n ȳ) ( + βx n + γy n )( + β x + γȳ) + ( + βx n + γy n )( + β x + γȳ) O 3 ((x n x)) + ( + βx n + γy n )( + β x + γȳ) O 4 ((y n ȳ)) From (38) an (39) we have Set x n+ x b [ a + e (bxn+cyn) + ( + bx n + cy n )e (b x+cȳ)] (x n x) ( + bx n + cy n )( + b x + cȳ) + c [ a + e (bxn+cyn) + ( + bx n + cy n )e (b x+cȳ)] (y n ȳ) ( + bx n + cy n )( + b x + cȳ) y n+ ȳ γ [ α + e (βxn+γyn) + ( + βx n + γy n )e (β x+γȳ)] (x n x) ( + βx n + γy n )( + β x + γȳ) + β [ α + e (βxn+γyn) + ( + βx n + γy n )e (β x+γȳ)] (y n ȳ). ( + βx n + γy n )( + β x + γȳ) Then system (40) can be represente as: e n = x n x an e 2 n = y n ȳ. (38) (39) (40) e n+ a n e n + b n e 2 n e 2 n+ c n e n + n e 2 n

8 EJMAA-209/7(2) GLOBAL DYNAMICS OF THE SYSTEM 263 where a n = b [ a + e (bxn+cyn) + ( + bx n + cy n )e (b x+cȳ)], ( + bx n + cy n )( + b x + cȳ) b n = c [ a + e (bxn+cyn) + ( + bx n + cy n )e (b x+cȳ)], ( + bx n + cy n )( + b x + cȳ) c n = γ [ α + e (βxn+γyn) + ( + βx n + γy n )e (β x+γȳ)], ( + βx n + γy n )( + β x + γȳ) n = β [ α + e (βxn+γyn) + ( + βx n + γy n )e (β x+γȳ)]. ( + βx n + γy n )( + β x + γȳ) Taking the limits of a n, b n, c n an n as n, we obtain lim a n = b [ ] a + ( + b x + cȳ + )e (b x+cȳ) n ( + b x + cȳ) 2 := A, lim b n = c [ ] a + ( + b x + cȳ + )e (b x+cȳ) n ( + b x + cȳ) 2 := B, lim c n = γ [ ] α + ( + β x + γȳ + )e (β x+γȳ) n ( + β x + γȳ) 2 := C, lim n = β [ ] α + ( + β x + γȳ + )e (β x+γȳ) n ( + β x + γȳ) 2 := D, that is a n = A + α n, b n = B + β n, c n = C + γ n, n = D + n, where α n 0, β n 0, γ n 0 an n 0 as n. Now, we have system of the form (27): e n+ = (A + B(n))e n, ( ) ( ) A B where A = αn β, B(n) = n an C D n γ n B(n) 0 as n. Thus, the limiting system of error terms can be written as: ( ) ( ) e n+ e = A n e 2. n e 2 n+ The system is exactly linearize system of (4) evaluate at the equilibrium E = ( x, ȳ). Then Theorem 3. an Theorem 3.2 imply the result. 4. Examples In orer to verify our theoretical results an to support our theoretical iscussion, we consier several interesting numerical examples. These examples represent ifferent types of qualitative behavior of solutions of the systems (4). All plots in this section are rawn with Matlab.

9 264 M. N. PHONG EJMAA-209/7(2) Example 4.. Let a = 30, b = , c = 0.8, = 0.95, ( > b + c); α = 35, β = 0.85, γ = , = 0.9, ( > β + γ). Then system (4) can be written as x n+ = 30 + e (0.0007xn+0.8yn) 35 + e (0.85xn yn), y n+ =, (4) x n + 0.8y n x n y n with initial conitions x 0 = 8 an y 0 = 7. (a) Plot of x n for the system (4) (b) Plot of y n for the system (4) (c) An attractor of the system (4) Figure. Plots for the system (4) In Figure, the plot of x n is shown in Figure (a), the plot of y n is shown in Figure (b), an an attractor of the system (4) is shown in Figure (c). Example 4.2. Let a = 25, b = , c = 0.7, = 0.89, ( > b + c); α = 5, β = 0.8, γ = , = 0.85, ( > β + γ). Then system (4) can be written as x n+ = 25 + e ( xn+0.7yn) 5 + e (0.8xn yn), y n+ =, (42) x n + 0.7y n x n y n with initial conitions x 0 = 7 an y 0 = 4. In Figure 2, the plot of x n is shown in Figure 2 (a), the plot of y n is shown in Figure 2 (b), an an attractor of the system (42) is shown in Figure 2 (c). Example 4.3. Let a = 20, b = 0.0, c = 0.6, = 0.005, ( < b + c); α = 25, β = 0.8, γ = 0.02, = 0.09, ( < β + γ). Then system (4) can be written as x n+ = 20 + e (0.0xn+0.6yn) 25 + e (0.8xn+0.02yn), y n+ =, (43) x n + 0.6y n x n y n with initial conitions x 0 = 5 an y 0 = 2.

10 EJMAA-209/7(2) GLOBAL DYNAMICS OF THE SYSTEM 265 (a) Plot of x n for the system (42) (b) Plot of y n for the system (42) (c) An attractor of the system (42) Figure 2. Plots for the system (42) (a) Plot of x n for the system (43) (b) Plot of y n for the system (43) (c) Phase portrait of the system (43) Figure 3. Plots for the system (43)

11 266 M. N. PHONG EJMAA-209/7(2) In this case, the unique positive equilibrium point of the system (43) is unstable. Moreover, in Figure 3, the plot of x n is shown in Figure 3 (a), the plot of y n is shown in Figure 3 (b), an a phase portrait of the system (43) is shown in Figure 3 (c). References [] Agarwal, R.P., Difference Equations an Inequalities, Secon E. Dekker, New York, (2000). [2] Burgić, DŽ., Nurkanović, Z., An example of globally asymptotically stable anti-monotonic system of rational ifference equations in the plane, Sarajevo Journal of Mathematics. 5(8) (2009) [3] S. Elayi, An Introuction to Difference Equations, 3r e., Springer-Verlag, New York, [4] El-Metwally, E., Grove, E.A., Laas, G., Levins, R., Rain, M., On the ifference equation, x n+ = α + βx n e xn, Nonlinear Anal. 47 (200) [5] Elsaye, E.M., Dynamics an behavior of a higher orer rational ifference equation, J. Nonlinear Sci. Appl. 9 (206), pp [6] Khuong, V. V., Phong, M. N., On the system of two ifference equations of exponential form, Int. J. Difference Equ. 8(5) (203), [7] Khuong, V. V., Phong, M. N., Global behavior an the rate of convergence of a system of two ifference equations of exponential form, PanAmer. Math. J. 27()(207), pp [8] Kocic, V. L., Laas, G., Global behavior of nonlinear ifference equations of higher orer with applications, Kluwer Acaemic, Dorrecht, (993). [9] Kulenović, M. R. S., Nurkanović, Z.,The rate of convergence of solution of a three imensional linear fractional systems of ifference equations, Zbornik raova PMF Tuzla - Svezak Matematika. 2 (2005) 6. [0] Kulenović, M.R.S., Nurkanović, M., Asymptotic behavior of a competitive system of linear fractional ifference equations, Av. Difference Equ. Art. ID 9756 (2006) 3pp. [] Ozturk, I., Bozkurt, F., Ozen, S., On the ifference equation y n+ = (α + βe yn )/(γ + y n ), Appl. Math. Comput.8 (2006) [2] Papaschinopoluos, G., Ellina, G., Papaopoulos, K.B., Asymptotic behavior of the positive solutions of an exponential type system of ifference equations, Appl. Math. Comput. 245 (204) [3] Papaschinopoluos, G., Fotiaes, N., Schinas, C.J., On a system of ifference equations incluing negative exponential terms, J. Difference Equ. Appl. 20(5-6) (204) [4] Papaschinopoluos, G., Rain, M.A., Schinas, C.J., On a system of two ifference equations of exponential form: x n+ = a + bx n e yn, y n+ = c + y n e xn, Math. Comput. Moel. 54 (20) [5] Papaschinopoluos, G., Rain, M.A., Schinas, C.J., Stuy of the asymptotic behavior of the solutions of three systems of ifference equations of exponential form, Appl. Math. Comput. 28 (202) [6] Phong, M.N.,A note on a system of two nonlinear ifference equations, Electronic Journal of Mathematical Analysis an Applications, 3() (205) [7] Phong, M.N., Khuong, V.V., Asymptotic behavior of a system of two ifference equations of exponential form, Int. J. Nonlinear Anal. Appl. 7(2)(206), pp [8] Pituk, M.,More on Poincare s an Peron s theorems for ifference equations, J. Difference Equ. Appl. 8 (2002) [9] Stefaniou, G., Papaschinopoluos, G., Schinas, C.J.,On a system of two exponential type ifference equations, Com. Appl. Nonlinear Anal. 7(2) (200) 3. Mai Nam Phong Department of Mathematical Analysis, University of Transport an Communications, Hanoi City, Vietnam aress: mnphong@utc.eu.vn

Research Article Asymptotic Behavior of the Solutions of System of Difference Equations of Exponential Form

Research Article Asymptotic Behavior of the Solutions of System of Difference Equations of Exponential Form Difference Equations Article ID 936302 6 pages http://dx.doi.org/10.1155/2014/936302 Research Article Asymptotic Behavior of the Solutions of System of Difference Equations of Exponential Form Vu Van Khuong

More information

Global dynamics of two systems of exponential difference equations by Lyapunov function

Global dynamics of two systems of exponential difference equations by Lyapunov function Khan Advances in Difference Equations 2014 2014:297 R E S E A R C H Open Access Global dynamics of two systems of exponential difference equations by Lyapunov function Abdul Qadeer Khan * * Correspondence:

More information

ON THE STABILITY OF SOME SYSTEMS OF EXPONENTIAL DIFFERENCE EQUATIONS. N. Psarros, G. Papaschinopoulos, and C.J. Schinas

ON THE STABILITY OF SOME SYSTEMS OF EXPONENTIAL DIFFERENCE EQUATIONS. N. Psarros, G. Papaschinopoulos, and C.J. Schinas Opuscula Math. 38, no. 1 2018, 95 115 https://doi.org/10.7494/opmath.2018.38.1.95 Opuscula Mathematica ON THE STABILITY OF SOME SYSTEMS OF EXPONENTIAL DIFFERENCE EQUATIONS N. Psarros, G. Papaschinopoulos,

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

ON THE GLOBAL ATTRACTIVITY AND THE PERIODIC CHARACTER OF A RECURSIVE SEQUENCE. E.M. Elsayed

ON THE GLOBAL ATTRACTIVITY AND THE PERIODIC CHARACTER OF A RECURSIVE SEQUENCE. E.M. Elsayed Opuscula Mathematica Vol. 30 No. 4 2010 http://dx.doi.org/10.7494/opmath.2010.30.4.431 ON THE GLOBAL ATTRACTIVITY AND THE PERIODIC CHARACTER OF A RECURSIVE SEQUENCE E.M. Elsayed Abstract. In this paper

More information

Dynamics of a Rational Recursive Sequence

Dynamics of a Rational Recursive Sequence International Journal of Difference Equations ISSN 0973-6069, Volume 4, Number 2, pp 185 200 (2009) http://campusmstedu/ijde Dynamics of a Rational Recursive Sequence E M Elsayed Mansoura University Department

More information

Research Article Global Attractivity and Periodic Character of Difference Equation of Order Four

Research Article Global Attractivity and Periodic Character of Difference Equation of Order Four Discrete Dynamics in Nature and Society Volume 2012, Article ID 746738, 20 pages doi:10.1155/2012/746738 Research Article Global Attractivity and Periodic Character of Difference Equation of Order Four

More information

Analysis of a Fractional Order Prey-Predator Model (3-Species)

Analysis of a Fractional Order Prey-Predator Model (3-Species) Global Journal of Computational Science an Mathematics. ISSN 48-9908 Volume 5, Number (06), pp. -9 Research Inia Publications http://www.ripublication.com Analysis of a Fractional Orer Prey-Preator Moel

More information

GLOBAL ATTRACTIVITY IN A NONLINEAR DIFFERENCE EQUATION

GLOBAL ATTRACTIVITY IN A NONLINEAR DIFFERENCE EQUATION Sixth Mississippi State Conference on ifferential Equations and Computational Simulations, Electronic Journal of ifferential Equations, Conference 15 (2007), pp. 229 238. ISSN: 1072-6691. URL: http://ejde.mathmississippi

More information

ON THE RATIONAL RECURSIVE SEQUENCE X N+1 = γx N K + (AX N + BX N K ) / (CX N DX N K ) Communicated by Mohammad Asadzadeh. 1.

ON THE RATIONAL RECURSIVE SEQUENCE X N+1 = γx N K + (AX N + BX N K ) / (CX N DX N K ) Communicated by Mohammad Asadzadeh. 1. Bulletin of the Iranian Mathematical Society Vol. 36 No. 1 (2010), pp 103-115. ON THE RATIONAL RECURSIVE SEQUENCE X N+1 γx N K + (AX N + BX N K ) / (CX N DX N K ) E.M.E. ZAYED AND M.A. EL-MONEAM* Communicated

More information

A System of Difference Equations with Solutions Associated to Fibonacci Numbers

A System of Difference Equations with Solutions Associated to Fibonacci Numbers International Journal of Difference Equations ISSN 0973-6069 Volume Number pp 6 77 06) http://campusmstedu/ijde A System of Difference Equations with Solutions Associated to Fibonacci Numbers Yacine Halim

More information

On the Dynamics of a Rational Difference Equation, Part 1

On the Dynamics of a Rational Difference Equation, Part 1 International Journal of Difference Equations (IJDE). ISSN 0973-6069 Volume 3 Number 1 (2008), pp. 1 35 Research India Publications http://www.ripublication.com/ijde.htm On the Dynamics of a Rational Difference

More information

Nonhyperbolic Dynamics for Competitive Systems in the Plane and Global Period-doubling Bifurcations

Nonhyperbolic Dynamics for Competitive Systems in the Plane and Global Period-doubling Bifurcations Advances in Dynamical Systems and Applications ISSN 0973-5321, Volume 3, Number 2, pp. 229 249 (2008) http://campus.mst.edu/adsa Nonhyperbolic Dynamics for Competitive Systems in the Plane and Global Period-doubling

More information

Asymptotic Behavior of a Higher-Order Recursive Sequence

Asymptotic Behavior of a Higher-Order Recursive Sequence International Journal of Difference Equations ISSN 0973-6069, Volume 7, Number 2, pp. 75 80 (202) http://campus.mst.edu/ijde Asymptotic Behavior of a Higher-Order Recursive Sequence Özkan Öcalan Afyon

More information

Global Attractivity in a Higher Order Nonlinear Difference Equation

Global Attractivity in a Higher Order Nonlinear Difference Equation Applied Mathematics E-Notes, (00), 51-58 c ISSN 1607-510 Available free at mirror sites of http://www.math.nthu.edu.tw/ amen/ Global Attractivity in a Higher Order Nonlinear Difference Equation Xing-Xue

More information

ARBITRARY NUMBER OF LIMIT CYCLES FOR PLANAR DISCONTINUOUS PIECEWISE LINEAR DIFFERENTIAL SYSTEMS WITH TWO ZONES

ARBITRARY NUMBER OF LIMIT CYCLES FOR PLANAR DISCONTINUOUS PIECEWISE LINEAR DIFFERENTIAL SYSTEMS WITH TWO ZONES Electronic Journal of Differential Equations, Vol. 2015 (2015), No. 228, pp. 1 12. ISSN: 1072-6691. URL: http://eje.math.txstate.eu or http://eje.math.unt.eu ftp eje.math.txstate.eu ARBITRARY NUMBER OF

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

. ISSN (print), (online) International Journal of Nonlinear Science Vol.6(2008) No.3,pp

. ISSN (print), (online) International Journal of Nonlinear Science Vol.6(2008) No.3,pp . ISSN 1749-3889 (print), 1749-3897 (online) International Journal of Nonlinear Science Vol.6(8) No.3,pp.195-1 A Bouneness Criterion for Fourth Orer Nonlinear Orinary Differential Equations with Delay

More information

Global Attractivity of a Rational Difference Equation

Global Attractivity of a Rational Difference Equation Math. Sci. Lett. 2, No. 3, 161-165 (2013) 161 Mathematical Sciences Letters An International Journal http://dx.doi.org/10.12785/msl/020302 Global Attractivity of a Rational Difference Equation Nouressadat

More information

Two Modifications of the Beverton Holt Equation

Two Modifications of the Beverton Holt Equation International Journal of Difference Equations ISSN 0973-5321 Volume 4 Number 1 pp. 115 136 2009 http://campus.mst.edu/ijde Two Modifications of the Beverton Holt Equation G. Papaschinopoulos. J. Schinas

More information

Global Attractivity in a Nonlinear Difference Equation and Applications to a Biological Model

Global Attractivity in a Nonlinear Difference Equation and Applications to a Biological Model International Journal of Difference Equations ISSN 0973-6069, Volume 9, Number 2, pp. 233 242 (204) http://campus.mst.edu/ijde Global Attractivity in a Nonlinear Difference Equation and Applications to

More information

On some parabolic systems arising from a nuclear reactor model

On some parabolic systems arising from a nuclear reactor model On some parabolic systems arising from a nuclear reactor moel Kosuke Kita Grauate School of Avance Science an Engineering, Wasea University Introuction NR We stuy the following initial-bounary value problem

More information

GLOBAL SOLUTIONS FOR 2D COUPLED BURGERS-COMPLEX-GINZBURG-LANDAU EQUATIONS

GLOBAL SOLUTIONS FOR 2D COUPLED BURGERS-COMPLEX-GINZBURG-LANDAU EQUATIONS Electronic Journal of Differential Equations, Vol. 015 015), No. 99, pp. 1 14. ISSN: 107-6691. URL: http://eje.math.txstate.eu or http://eje.math.unt.eu ftp eje.math.txstate.eu GLOBAL SOLUTIONS FOR D COUPLED

More information

Lie symmetry and Mei conservation law of continuum system

Lie symmetry and Mei conservation law of continuum system Chin. Phys. B Vol. 20, No. 2 20 020 Lie symmetry an Mei conservation law of continuum system Shi Shen-Yang an Fu Jing-Li Department of Physics, Zhejiang Sci-Tech University, Hangzhou 3008, China Receive

More information

Global Dynamics and Bifurcations of Two Quadratic Fractional Second Order Difference Equations

Global Dynamics and Bifurcations of Two Quadratic Fractional Second Order Difference Equations University of Rhode Island DigitalCommons@URI Mathematics Faculty Publications Mathematics 2016 Global Dynamics and Bifurcations of Two Quadratic Fractional Second Order Difference Equations Senada Kalabušić

More information

Spectral properties of a near-periodic row-stochastic Leslie matrix

Spectral properties of a near-periodic row-stochastic Leslie matrix Linear Algebra an its Applications 409 2005) 66 86 wwwelseviercom/locate/laa Spectral properties of a near-perioic row-stochastic Leslie matrix Mei-Qin Chen a Xiezhang Li b a Department of Mathematics

More information

Monotone and oscillatory solutions of a rational difference equation containing quadratic terms

Monotone and oscillatory solutions of a rational difference equation containing quadratic terms Monotone and oscillatory solutions of a rational difference equation containing quadratic terms M. Dehghan, C.M. Kent, R. Mazrooei-Sebdani N.L. Ortiz, H. Sedaghat * Department of Mathematics, Virginia

More information

INVERSE PROBLEM OF A HYPERBOLIC EQUATION WITH AN INTEGRAL OVERDETERMINATION CONDITION

INVERSE PROBLEM OF A HYPERBOLIC EQUATION WITH AN INTEGRAL OVERDETERMINATION CONDITION Electronic Journal of Differential Equations, Vol. 216 (216), No. 138, pp. 1 7. ISSN: 172-6691. URL: http://eje.math.txstate.eu or http://eje.math.unt.eu INVERSE PROBLEM OF A HYPERBOLIC EQUATION WITH AN

More information

Exponential Tracking Control of Nonlinear Systems with Actuator Nonlinearity

Exponential Tracking Control of Nonlinear Systems with Actuator Nonlinearity Preprints of the 9th Worl Congress The International Feeration of Automatic Control Cape Town, South Africa. August -9, Exponential Tracking Control of Nonlinear Systems with Actuator Nonlinearity Zhengqiang

More information

Multiplicity Results of Positive Solutions for Nonlinear Three-Point Boundary Value Problems on Time Scales

Multiplicity Results of Positive Solutions for Nonlinear Three-Point Boundary Value Problems on Time Scales Avances in Dynamical Systems an Applications ISSN 973-532, Volume 4, Number 2, pp. 243 253 (29) http://campus.mst.eu/asa Multiplicity Results of Positive Solutions for Nonlinear Three-Point Bounary Value

More information

On the Third Order Rational Difference Equation

On the Third Order Rational Difference Equation Int. J. Contemp. Math. Sciences, Vol. 4, 2009, no. 27, 32-334 On the Third Order Rational Difference Equation x n x n 2 x (a+x n x n 2 ) T. F. Irahim Department of Mathematics, Faculty of Science Mansoura

More information

Slide10 Haykin Chapter 14: Neurodynamics (3rd Ed. Chapter 13)

Slide10 Haykin Chapter 14: Neurodynamics (3rd Ed. Chapter 13) Slie10 Haykin Chapter 14: Neuroynamics (3r E. Chapter 13) CPSC 636-600 Instructor: Yoonsuck Choe Spring 2012 Neural Networks with Temporal Behavior Inclusion of feeback gives temporal characteristics to

More information

Diophantine Approximations: Examining the Farey Process and its Method on Producing Best Approximations

Diophantine Approximations: Examining the Farey Process and its Method on Producing Best Approximations Diophantine Approximations: Examining the Farey Process an its Metho on Proucing Best Approximations Kelly Bowen Introuction When a person hears the phrase irrational number, one oes not think of anything

More information

A global Implicit Function Theorem without initial point and its applications to control of non-affine systems of high dimensions

A global Implicit Function Theorem without initial point and its applications to control of non-affine systems of high dimensions J. Math. Anal. Appl. 313 (2006) 251 261 www.elsevier.com/locate/jmaa A global Implicit Function Theorem without initial point an its applications to control of non-affine systems of high imensions Weinian

More information

Global Asymptotic Stability of a Nonlinear Recursive Sequence

Global Asymptotic Stability of a Nonlinear Recursive Sequence International Mathematical Forum, 5, 200, no. 22, 083-089 Global Asymptotic Stability of a Nonlinear Recursive Sequence Mustafa Bayram Department of Mathematics, Faculty of Arts and Sciences Fatih University,

More information

Lectures - Week 10 Introduction to Ordinary Differential Equations (ODES) First Order Linear ODEs

Lectures - Week 10 Introduction to Ordinary Differential Equations (ODES) First Order Linear ODEs Lectures - Week 10 Introuction to Orinary Differential Equations (ODES) First Orer Linear ODEs When stuying ODEs we are consiering functions of one inepenent variable, e.g., f(x), where x is the inepenent

More information

Online Appendix for Trade Policy under Monopolistic Competition with Firm Selection

Online Appendix for Trade Policy under Monopolistic Competition with Firm Selection Online Appenix for Trae Policy uner Monopolistic Competition with Firm Selection Kyle Bagwell Stanfor University an NBER Seung Hoon Lee Georgia Institute of Technology September 6, 2018 In this Online

More information

A LIMIT THEOREM FOR RANDOM FIELDS WITH A SINGULARITY IN THE SPECTRUM

A LIMIT THEOREM FOR RANDOM FIELDS WITH A SINGULARITY IN THE SPECTRUM Teor Imov r. ta Matem. Statist. Theor. Probability an Math. Statist. Vip. 81, 1 No. 81, 1, Pages 147 158 S 94-911)816- Article electronically publishe on January, 11 UDC 519.1 A LIMIT THEOREM FOR RANDOM

More information

ON A DIFFERENCE EQUATION WITH MIN-MAX RESPONSE

ON A DIFFERENCE EQUATION WITH MIN-MAX RESPONSE IJMMS 2004:55, 295 2926 PII. S067204402270 http://ijmms.hindawi.com Hindawi Publishing Corp. ON A DIFFERENCE EQUATION WITH MIN-MAX RESPONSE GEORGE L. KARAKOSTAS and STEVO STEVIĆ Received 25 February 2004

More information

Global Behavior of a Higher Order Rational Difference Equation

Global Behavior of a Higher Order Rational Difference Equation International Journal of Difference Euations ISSN 0973-6069, Volume 10, Number 1,. 1 11 (2015) htt://camus.mst.edu/ijde Global Behavior of a Higher Order Rational Difference Euation Raafat Abo-Zeid The

More information

A Note on the Positive Nonoscillatory Solutions of the Difference Equation

A Note on the Positive Nonoscillatory Solutions of the Difference Equation Int. Journal of Math. Analysis, Vol. 4, 1, no. 36, 1787-1798 A Note on the Positive Nonoscillatory Solutions of the Difference Equation x n+1 = α c ix n i + x n k c ix n i ) Vu Van Khuong 1 and Mai Nam

More information

arxiv: v1 [cond-mat.stat-mech] 9 Jan 2012

arxiv: v1 [cond-mat.stat-mech] 9 Jan 2012 arxiv:1201.1836v1 [con-mat.stat-mech] 9 Jan 2012 Externally riven one-imensional Ising moel Amir Aghamohammai a 1, Cina Aghamohammai b 2, & Mohamma Khorrami a 3 a Department of Physics, Alzahra University,

More information

FURTHER BOUNDS FOR THE ESTIMATION ERROR VARIANCE OF A CONTINUOUS STREAM WITH STATIONARY VARIOGRAM

FURTHER BOUNDS FOR THE ESTIMATION ERROR VARIANCE OF A CONTINUOUS STREAM WITH STATIONARY VARIOGRAM FURTHER BOUNDS FOR THE ESTIMATION ERROR VARIANCE OF A CONTINUOUS STREAM WITH STATIONARY VARIOGRAM N. S. BARNETT, S. S. DRAGOMIR, AND I. S. GOMM Abstract. In this paper we establish an upper boun for the

More information

On a Fuzzy Logistic Difference Equation

On a Fuzzy Logistic Difference Equation On a Fuzzy Logistic Difference Euation QIANHONG ZHANG Guizhou University of Finance and Economics Guizhou Key Laboratory of Economics System Simulation Guiyang Guizhou 550025 CHINA zianhong68@163com JINGZHONG

More information

Generalized Tractability for Multivariate Problems

Generalized Tractability for Multivariate Problems Generalize Tractability for Multivariate Problems Part II: Linear Tensor Prouct Problems, Linear Information, an Unrestricte Tractability Michael Gnewuch Department of Computer Science, University of Kiel,

More information

Computing Exact Confidence Coefficients of Simultaneous Confidence Intervals for Multinomial Proportions and their Functions

Computing Exact Confidence Coefficients of Simultaneous Confidence Intervals for Multinomial Proportions and their Functions Working Paper 2013:5 Department of Statistics Computing Exact Confience Coefficients of Simultaneous Confience Intervals for Multinomial Proportions an their Functions Shaobo Jin Working Paper 2013:5

More information

NONLINEAR QUARTER-PLANE PROBLEM FOR THE KORTEWEG-DE VRIES EQUATION

NONLINEAR QUARTER-PLANE PROBLEM FOR THE KORTEWEG-DE VRIES EQUATION Electronic Journal of Differential Equations, Vol. 11 11), No. 113, pp. 1. ISSN: 17-6691. URL: http://eje.math.txstate.eu or http://eje.math.unt.eu ftp eje.math.txstate.eu NONLINEAR QUARTER-PLANE PROBLEM

More information

arxiv: v1 [math.ds] 21 Sep 2017

arxiv: v1 [math.ds] 21 Sep 2017 UNBOUNDED AND BLOW-UP SOLUTIONS FOR A DELAY LOGISTIC EQUATION WITH POSITIVE FEEDBACK arxiv:709.07295v [math.ds] 2 Sep 207 ISTVÁN GYŐRI, YUKIHIKO NAKATA, AND GERGELY RÖST Abstract. We stuy boune, unboune

More information

The Invariant Curve in a Planar System of Difference Equations

The Invariant Curve in a Planar System of Difference Equations Advances in Dynamical Systems and Applications ISSN 0973-5321, Volume 13, Number 1, pp. 59 71 2018 http://campus.mst.edu/adsa The Invariant Curve in a Planar System of Difference Equations Senada Kalabušić,

More information

Logarithmic spurious regressions

Logarithmic spurious regressions Logarithmic spurious regressions Robert M. e Jong Michigan State University February 5, 22 Abstract Spurious regressions, i.e. regressions in which an integrate process is regresse on another integrate

More information

The maximum sustainable yield of Allee dynamic system

The maximum sustainable yield of Allee dynamic system Ecological Moelling 154 (2002) 1 7 www.elsevier.com/locate/ecolmoel The maximum sustainable yiel of Allee ynamic system Zhen-Shan Lin a, *, Bai-Lian Li b a Department of Geography, Nanjing Normal Uni ersity,

More information

Dynamical Behavior in a Discrete Three Species Prey-Predator System A.George Maria Selvam 1, R. Dhineshbabu 2 and V.Sathish 3

Dynamical Behavior in a Discrete Three Species Prey-Predator System A.George Maria Selvam 1, R. Dhineshbabu 2 and V.Sathish 3 IJISET - International Journal of Innovative Science, Enineerin & Technoloy, Vol. Issue 8, October 4. ISSN 48 7968 Dynamical Behavior in a Discrete Three Species Prey-Preator System A.Geore Maria Selvam,

More information

Anna Andruch-Sobi lo, Ma lgorzata Migda. FURTHER PROPERTIES OF THE RATIONAL RECURSIVE SEQUENCE x n+1 =

Anna Andruch-Sobi lo, Ma lgorzata Migda. FURTHER PROPERTIES OF THE RATIONAL RECURSIVE SEQUENCE x n+1 = Ouscula Mathematica Vol. 26 No. 3 2006 Anna Andruch-Sobi lo, Ma lgorzata Migda FURTHER PROPERTIES OF THE RATIONAL RECURSIVE SEQUENCE x n+1 = Abstract. In this aer we consider the difference equation x

More information

Interconnected Systems of Fliess Operators

Interconnected Systems of Fliess Operators Interconnecte Systems of Fliess Operators W. Steven Gray Yaqin Li Department of Electrical an Computer Engineering Ol Dominion University Norfolk, Virginia 23529 USA Abstract Given two analytic nonlinear

More information

Research Article Global Attractivity of a Higher-Order Difference Equation

Research Article Global Attractivity of a Higher-Order Difference Equation Discrete Dynamics in Nature and Society Volume 2012, Article ID 930410, 11 pages doi:10.1155/2012/930410 Research Article Global Attractivity of a Higher-Order Difference Equation R. Abo-Zeid Department

More information

Discrete Mathematics

Discrete Mathematics Discrete Mathematics 309 (009) 86 869 Contents lists available at ScienceDirect Discrete Mathematics journal homepage: wwwelseviercom/locate/isc Profile vectors in the lattice of subspaces Dániel Gerbner

More information

Permanent vs. Determinant

Permanent vs. Determinant Permanent vs. Determinant Frank Ban Introuction A major problem in theoretical computer science is the Permanent vs. Determinant problem. It asks: given an n by n matrix of ineterminates A = (a i,j ) an

More information

Global Dynamics of an SEIR Model with Infectious Force in Latent and Recovered Period and Standard Incidence Rate

Global Dynamics of an SEIR Model with Infectious Force in Latent and Recovered Period and Standard Incidence Rate International Journal of pplie Physics an Mathematics Global Dynamics of an EIR Moel with Infectious Force in Latent an Recovere Perio an tanar Incience Rate Yanli Ma Department of Common Course nhui Xinhua

More information

Application of the homotopy perturbation method to a magneto-elastico-viscous fluid along a semi-infinite plate

Application of the homotopy perturbation method to a magneto-elastico-viscous fluid along a semi-infinite plate Freun Publishing House Lt., International Journal of Nonlinear Sciences & Numerical Simulation, (9), -, 9 Application of the homotopy perturbation metho to a magneto-elastico-viscous flui along a semi-infinite

More information

A Weak First Digit Law for a Class of Sequences

A Weak First Digit Law for a Class of Sequences International Mathematical Forum, Vol. 11, 2016, no. 15, 67-702 HIKARI Lt, www.m-hikari.com http://x.oi.org/10.1288/imf.2016.6562 A Weak First Digit Law for a Class of Sequences M. A. Nyblom School of

More information

Chaos, Solitons and Fractals Nonlinear Science, and Nonequilibrium and Complex Phenomena

Chaos, Solitons and Fractals Nonlinear Science, and Nonequilibrium and Complex Phenomena Chaos, Solitons an Fractals (7 64 73 Contents lists available at ScienceDirect Chaos, Solitons an Fractals onlinear Science, an onequilibrium an Complex Phenomena journal homepage: www.elsevier.com/locate/chaos

More information

DYNAMICS AND BEHAVIOR OF HIGHER ORDER AND NONLINEAR RATIONAL DIFFERENCE EQUATION

DYNAMICS AND BEHAVIOR OF HIGHER ORDER AND NONLINEAR RATIONAL DIFFERENCE EQUATION DYNAMICS AND BEHAVIOR OF HIGHER ORDER AND NONLINEAR RATIONAL DIFFERENCE EQUATION Nirmaladevi.S 1, Karthikeyan.N 2 1 Research scholar in mathematics Vivekanha college of Arts Science for Women (Autonomous)

More information

A FURTHER REFINEMENT OF MORDELL S BOUND ON EXPONENTIAL SUMS

A FURTHER REFINEMENT OF MORDELL S BOUND ON EXPONENTIAL SUMS A FURTHER REFINEMENT OF MORDELL S BOUND ON EXPONENTIAL SUMS TODD COCHRANE, JEREMY COFFELT, AND CHRISTOPHER PINNER 1. Introuction For a prime p, integer Laurent polynomial (1.1) f(x) = a 1 x k 1 + + a r

More information

Closed and Open Loop Optimal Control of Buffer and Energy of a Wireless Device

Closed and Open Loop Optimal Control of Buffer and Energy of a Wireless Device Close an Open Loop Optimal Control of Buffer an Energy of a Wireless Device V. S. Borkar School of Technology an Computer Science TIFR, umbai, Inia. borkar@tifr.res.in A. A. Kherani B. J. Prabhu INRIA

More information

model considered before, but the prey obey logistic growth in the absence of predators. In

model considered before, but the prey obey logistic growth in the absence of predators. In 5.2. First Orer Systems of Differential Equations. Phase Portraits an Linearity. Section Objective(s): Moifie Preator-Prey Moel. Graphical Representations of Solutions. Phase Portraits. Vector Fiels an

More information

arxiv: v4 [math.pr] 27 Jul 2016

arxiv: v4 [math.pr] 27 Jul 2016 The Asymptotic Distribution of the Determinant of a Ranom Correlation Matrix arxiv:309768v4 mathpr] 7 Jul 06 AM Hanea a, & GF Nane b a Centre of xcellence for Biosecurity Risk Analysis, University of Melbourne,

More information

Evolutionary Stability of Pure-Strategy Equilibria in Finite Games

Evolutionary Stability of Pure-Strategy Equilibria in Finite Games GAMES AND ECONOMIC BEHAVIOR 2, 253265 997 ARTICLE NO GA970533 Evolutionary Stability of Pure-Strategy Equilibria in Finite Games E Somanathan* Emory Uniersity, Department of Economics, Atlanta, Georgia

More information

Review Article Solution and Attractivity for a Rational Recursive Sequence

Review Article Solution and Attractivity for a Rational Recursive Sequence Discrete Dynamics in Nature and Society Volume 2011, Article ID 982309, 17 pages doi:10.1155/2011/982309 Review Article Solution and Attractivity for a Rational Recursive Sequence E. M. Elsayed 1, 2 1

More information

Survival exponents for fractional Brownian motion with multivariate time

Survival exponents for fractional Brownian motion with multivariate time Survival exponents for fractional Brownian motion with multivariate time G Molchan Institute of Earthquae Preiction heory an Mathematical Geophysics Russian Acaemy of Science 84/3 Profsoyuznaya st 7997

More information

Uniqueness of limit cycles of the predator prey system with Beddington DeAngelis functional response

Uniqueness of limit cycles of the predator prey system with Beddington DeAngelis functional response J. Math. Anal. Appl. 290 2004 113 122 www.elsevier.com/locate/jmaa Uniqueness of limit cycles of the preator prey system with Beington DeAngelis functional response Tzy-Wei Hwang 1 Department of Mathematics,

More information

Lower Bounds for the Smoothed Number of Pareto optimal Solutions

Lower Bounds for the Smoothed Number of Pareto optimal Solutions Lower Bouns for the Smoothe Number of Pareto optimal Solutions Tobias Brunsch an Heiko Röglin Department of Computer Science, University of Bonn, Germany brunsch@cs.uni-bonn.e, heiko@roeglin.org Abstract.

More information

Calculus of Variations

Calculus of Variations 16.323 Lecture 5 Calculus of Variations Calculus of Variations Most books cover this material well, but Kirk Chapter 4 oes a particularly nice job. x(t) x* x*+ αδx (1) x*- αδx (1) αδx (1) αδx (1) t f t

More information

IERCU. Institute of Economic Research, Chuo University 50th Anniversary Special Issues. Discussion Paper No.210

IERCU. Institute of Economic Research, Chuo University 50th Anniversary Special Issues. Discussion Paper No.210 IERCU Institute of Economic Research, Chuo University 50th Anniversary Special Issues Discussion Paper No.210 Discrete an Continuous Dynamics in Nonlinear Monopolies Akio Matsumoto Chuo University Ferenc

More information

Introduction to the Vlasov-Poisson system

Introduction to the Vlasov-Poisson system Introuction to the Vlasov-Poisson system Simone Calogero 1 The Vlasov equation Consier a particle with mass m > 0. Let x(t) R 3 enote the position of the particle at time t R an v(t) = ẋ(t) = x(t)/t its

More information

Research Article Global Dynamics of a Competitive System of Rational Difference Equations in the Plane

Research Article Global Dynamics of a Competitive System of Rational Difference Equations in the Plane Hindawi Publishing Corporation Advances in Difference Equations Volume 009 Article ID 1380 30 pages doi:101155/009/1380 Research Article Global Dynamics of a Competitive System of Rational Difference Equations

More information

6 General properties of an autonomous system of two first order ODE

6 General properties of an autonomous system of two first order ODE 6 General properties of an autonomous system of two first orer ODE Here we embark on stuying the autonomous system of two first orer ifferential equations of the form ẋ 1 = f 1 (, x 2 ), ẋ 2 = f 2 (, x

More information

REAL ANALYSIS I HOMEWORK 5

REAL ANALYSIS I HOMEWORK 5 REAL ANALYSIS I HOMEWORK 5 CİHAN BAHRAN The questions are from Stein an Shakarchi s text, Chapter 3. 1. Suppose ϕ is an integrable function on R with R ϕ(x)x = 1. Let K δ(x) = δ ϕ(x/δ), δ > 0. (a) Prove

More information

Attractivity of the Recursive Sequence x n+1 = (α βx n 1 )F (x n )

Attractivity of the Recursive Sequence x n+1 = (α βx n 1 )F (x n ) ISSN 1749-3889 (print), 1749-3897 (online) International Journal of Nonlinear Science Vol.7(2009) No.2,pp.201-206 Attractivity of the Recursive Sequence (α βx n 1 )F (x n ) A. M. Ahmed 1,, Alaa E. Hamza

More information

Equilibrium in Queues Under Unknown Service Times and Service Value

Equilibrium in Queues Under Unknown Service Times and Service Value University of Pennsylvania ScholarlyCommons Finance Papers Wharton Faculty Research 1-2014 Equilibrium in Queues Uner Unknown Service Times an Service Value Laurens Debo Senthil K. Veeraraghavan University

More information

A PAC-Bayesian Approach to Spectrally-Normalized Margin Bounds for Neural Networks

A PAC-Bayesian Approach to Spectrally-Normalized Margin Bounds for Neural Networks A PAC-Bayesian Approach to Spectrally-Normalize Margin Bouns for Neural Networks Behnam Neyshabur, Srinah Bhojanapalli, Davi McAllester, Nathan Srebro Toyota Technological Institute at Chicago {bneyshabur,

More information

Ramsey numbers of some bipartite graphs versus complete graphs

Ramsey numbers of some bipartite graphs versus complete graphs Ramsey numbers of some bipartite graphs versus complete graphs Tao Jiang, Michael Salerno Miami University, Oxfor, OH 45056, USA Abstract. The Ramsey number r(h, K n ) is the smallest positive integer

More information

On the number of isolated eigenvalues of a pair of particles in a quantum wire

On the number of isolated eigenvalues of a pair of particles in a quantum wire On the number of isolate eigenvalues of a pair of particles in a quantum wire arxiv:1812.11804v1 [math-ph] 31 Dec 2018 Joachim Kerner 1 Department of Mathematics an Computer Science FernUniversität in

More information

Two Rational Recursive Sequences

Two Rational Recursive Sequences ELSEVIER An Intemational Journal Available online at www.sciencedirectcom computers &.c,=.c= ~--~=,,,==T. mathematics with applications Computers Mathematics with Applications 47 (2004) 487-494 www.elsevier.eom/locat

More information

Abstract A nonlinear partial differential equation of the following form is considered:

Abstract A nonlinear partial differential equation of the following form is considered: M P E J Mathematical Physics Electronic Journal ISSN 86-6655 Volume 2, 26 Paper 5 Receive: May 3, 25, Revise: Sep, 26, Accepte: Oct 6, 26 Eitor: C.E. Wayne A Nonlinear Heat Equation with Temperature-Depenent

More information

NOTES ON ESPECIAL CONTINUED FRACTION EXPANSIONS AND REAL QUADRATIC NUMBER FIELDS

NOTES ON ESPECIAL CONTINUED FRACTION EXPANSIONS AND REAL QUADRATIC NUMBER FIELDS Ozer / Kirklareli University Journal of Engineering an Science (06) 74-89 NOTES ON ESPECIAL CONTINUED FRACTION EXPANSIONS AND REAL QUADRATIC NUMBER FIELDS Özen ÖZER Department of Mathematics, Faculty of

More information

A COMBUSTION MODEL WITH UNBOUNDED THERMAL CONDUCTIVITY AND REACTANT DIFFUSIVITY IN NON-SMOOTH DOMAINS

A COMBUSTION MODEL WITH UNBOUNDED THERMAL CONDUCTIVITY AND REACTANT DIFFUSIVITY IN NON-SMOOTH DOMAINS Electronic Journal of Differential Equations, Vol. 2929, No. 6, pp. 1 14. ISSN: 172-6691. URL: http://eje.math.txstate.eu or http://eje.math.unt.eu ftp eje.math.txstate.eu A COMBUSTION MODEL WITH UNBOUNDED

More information

STABILITY OF THE kth ORDER LYNESS EQUATION WITH A PERIOD-k COEFFICIENT

STABILITY OF THE kth ORDER LYNESS EQUATION WITH A PERIOD-k COEFFICIENT International Journal of Bifurcation Chaos Vol 7 No 2007 43 52 c World Scientific Publishing Company STABILITY OF THE kth ORDER LYNESS EQUATION WITH A PERIOD-k COEFFICIENT E J JANOWSKI M R S KULENOVIĆ

More information

Problem set 2: Solutions Math 207B, Winter 2016

Problem set 2: Solutions Math 207B, Winter 2016 Problem set : Solutions Math 07B, Winter 016 1. A particle of mass m with position x(t) at time t has potential energy V ( x) an kinetic energy T = 1 m x t. The action of the particle over times t t 1

More information

Lyapunov Functions. V. J. Venkataramanan and Xiaojun Lin. Center for Wireless Systems and Applications. School of Electrical and Computer Engineering,

Lyapunov Functions. V. J. Venkataramanan and Xiaojun Lin. Center for Wireless Systems and Applications. School of Electrical and Computer Engineering, On the Queue-Overflow Probability of Wireless Systems : A New Approach Combining Large Deviations with Lyapunov Functions V. J. Venkataramanan an Xiaojun Lin Center for Wireless Systems an Applications

More information

NOTES ON EULER-BOOLE SUMMATION (1) f (l 1) (n) f (l 1) (m) + ( 1)k 1 k! B k (y) f (k) (y) dy,

NOTES ON EULER-BOOLE SUMMATION (1) f (l 1) (n) f (l 1) (m) + ( 1)k 1 k! B k (y) f (k) (y) dy, NOTES ON EULER-BOOLE SUMMATION JONATHAN M BORWEIN, NEIL J CALKIN, AND DANTE MANNA Abstract We stuy a connection between Euler-MacLaurin Summation an Boole Summation suggeste in an AMM note from 196, which

More information

REPRESENTATIONS FOR THE GENERALIZED DRAZIN INVERSE IN A BANACH ALGEBRA (COMMUNICATED BY FUAD KITTANEH)

REPRESENTATIONS FOR THE GENERALIZED DRAZIN INVERSE IN A BANACH ALGEBRA (COMMUNICATED BY FUAD KITTANEH) Bulletin of Mathematical Analysis an Applications ISSN: 1821-1291, UL: http://www.bmathaa.org Volume 5 Issue 1 (2013), ages 53-64 EESENTATIONS FO THE GENEALIZED DAZIN INVESE IN A BANACH ALGEBA (COMMUNICATED

More information

Dynamics and behavior of a higher order rational recursive sequence

Dynamics and behavior of a higher order rational recursive sequence RESEARCH Open Access Dynamics and behavior of a higher order rational recursive sequence Elsayed M Elsayed 1,2* and Mohammed M El-Dessoky 1,2 * Correspondence: emelsayed@mansedueg 1 Mathematics Department,

More information

Existence of equilibria in articulated bearings in presence of cavity

Existence of equilibria in articulated bearings in presence of cavity J. Math. Anal. Appl. 335 2007) 841 859 www.elsevier.com/locate/jmaa Existence of equilibria in articulate bearings in presence of cavity G. Buscaglia a, I. Ciuperca b, I. Hafii c,m.jai c, a Centro Atómico

More information

TWO-SPECIES COMPETITION WITH HIGH DISPERSAL: THE WINNING STRATEGY. Stephen A. Gourley. (Communicated by Yasuhiro Takeuchi)

TWO-SPECIES COMPETITION WITH HIGH DISPERSAL: THE WINNING STRATEGY. Stephen A. Gourley. (Communicated by Yasuhiro Takeuchi) MATHEMATICAL BIOSCIENCES http://www.mbejournal.org/ AND ENGINEERING Volume, Number, April 5 pp. 345 36 TWO-SPECIES COMPETITION WITH HIGH DISPERSAL: THE WINNING STRATEGY Stephen A. Gourley Department of

More information

WUCHEN LI AND STANLEY OSHER

WUCHEN LI AND STANLEY OSHER CONSTRAINED DYNAMICAL OPTIMAL TRANSPORT AND ITS LAGRANGIAN FORMULATION WUCHEN LI AND STANLEY OSHER Abstract. We propose ynamical optimal transport (OT) problems constraine in a parameterize probability

More information

arxiv: v1 [math-ph] 5 May 2014

arxiv: v1 [math-ph] 5 May 2014 DIFFERENTIAL-ALGEBRAIC SOLUTIONS OF THE HEAT EQUATION VICTOR M. BUCHSTABER, ELENA YU. NETAY arxiv:1405.0926v1 [math-ph] 5 May 2014 Abstract. In this work we introuce the notion of ifferential-algebraic

More information

Backward Bifurcation of Sir Epidemic Model with Non- Monotonic Incidence Rate under Treatment

Backward Bifurcation of Sir Epidemic Model with Non- Monotonic Incidence Rate under Treatment OSR Journal of Mathematics (OSR-JM) e-ssn: 78-578, p-ssn: 39-765X. Volume, ssue 4 Ver. (Jul-Aug. 4), PP -3 Backwar Bifurcation of Sir Epiemic Moel with Non- Monotonic ncience Rate uner Treatment D. Jasmine

More information

WELL-POSEDNESS OF A POROUS MEDIUM FLOW WITH FRACTIONAL PRESSURE IN SOBOLEV SPACES

WELL-POSEDNESS OF A POROUS MEDIUM FLOW WITH FRACTIONAL PRESSURE IN SOBOLEV SPACES Electronic Journal of Differential Equations, Vol. 017 (017), No. 38, pp. 1 7. ISSN: 107-6691. URL: http://eje.math.txstate.eu or http://eje.math.unt.eu WELL-POSEDNESS OF A POROUS MEDIUM FLOW WITH FRACTIONAL

More information

ON THE OPTIMAL CONVERGENCE RATE OF UNIVERSAL AND NON-UNIVERSAL ALGORITHMS FOR MULTIVARIATE INTEGRATION AND APPROXIMATION

ON THE OPTIMAL CONVERGENCE RATE OF UNIVERSAL AND NON-UNIVERSAL ALGORITHMS FOR MULTIVARIATE INTEGRATION AND APPROXIMATION ON THE OPTIMAL CONVERGENCE RATE OF UNIVERSAL AN NON-UNIVERSAL ALGORITHMS FOR MULTIVARIATE INTEGRATION AN APPROXIMATION MICHAEL GRIEBEL AN HENRYK WOŹNIAKOWSKI Abstract. We stuy the optimal rate of convergence

More information

Monotonicity for excited random walk in high dimensions

Monotonicity for excited random walk in high dimensions Monotonicity for excite ranom walk in high imensions Remco van er Hofsta Mark Holmes March, 2009 Abstract We prove that the rift θ, β) for excite ranom walk in imension is monotone in the excitement parameter

More information