Discrete Dynamics in Nature and Society

Volume 2011 (2011), Article ID 783136, 14 pages

http://dx.doi.org/10.1155/2011/783136

## Stability Analysis of Three-Species Almost Periodic Competition Models with Grazing Rates and Diffusions

^{1}Institute of Applied Mathematics, Chongqing University of Posts and Telecommunications, Chongqing 400065, China^{2}Key Laboratory of Network control & Intelligent Instrument, Chongqing University of Posts and Telecommunications, Ministry of Education, Chongqing 400065, China^{3}Automation Institute, Chongqing University of Posts and Telecommunications, Chongqing 400065, China^{4}College of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing 400065, China

Received 10 May 2011; Accepted 2 June 2011

Academic Editor: Zhengqiu Zhang

Copyright © 2011 Chang-you Wang et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

#### Abstract

Almost periodic solution of a three-species competition system with grazing rates and diffusions is investigated. By using the method of upper and lower solutions and Schauder fixed point theorem as well as Lyapunov stability theory, we give sufficient conditions to ensure the existence and globally asymptotically stable for the strictly positive space homogenous almost periodic solution, which extend and include corresponding results obtained by Q. C. Lin (1999), F. D. Chen and X. X. Chen (2003), and Y. Q. Liu, S. L, Xie, and Z. D. Xie (1996).

#### 1. Introduction

In this paper, we study the following three-species competition system with grazing rates and diffusions: where , is the bounded open subset of with smooth boundary , which represent the habitat domain for three species. System (1.1) is supplement with boundary conditions and initial conditions: where denotes the outward normal derivation on , and represent the density of th species at point and the time of . Here, , , , , , and () denote the diffusivity rates, competition rates, and grazing rates, respectively. They are almost periodic functions in real number field . is a Laplace operator on .

System (1.1)–(1.3) describes the interaction among three species and is an important model in biomathcmatics, which has been intensively investigated, and much attention is carried to the problem [1–8]. When there is no diffusion, Jiang [1] and Lin [2] studied the existence, uniqueness, and stability on periodic solution and almost periodic solution for two-species competition system under the condition that the coefficients are the periodic function and almost periodic function, respectively; F. D. Chen and X. X. Chen [3] extended the results in [2] to n-species case. When there are no diffusion and grazing rates, Zhang and Wang [4, 5] investigated the existence of a positive periodic solution for a two-species nonautonomous competition Lotka-Volterra patch system with time delay and the existence of multiple positive periodic solutions for a generalized delayed population model with exploited term by using the continuation theorem of coincidence degree theory; Hu and Zhang [6] established criteria for the existence of at least four positive periodic solutions for a discrete time-delayed predator-prey system with nonmonotonic functional response and harvesting by employing the continuation theorem of coincidence degree theory. When there are no grazing rates, Pao and Wang [7] proved the stability for invariable coefficient case by utilizing the method of upper and lower solutions. Liu et al. [8] showed the stability on the periodic solution for n-species competition system with grazing rates and diffusions. Nevertheless, generally speaking, the system does not always change strictly according to periodic laws, sometimes it changes according to almost periodic laws, and it is important to survey almost periodic solution for the multispecies competition system with grazing rates and diffusions. To sum up, we pay more attention to almost periodic solution of a three-species competition system (1.1)–(1.3) with grazing rates and diffusions; in this paper, by using the method of upper and lower solutions and Schauder fixed point theorem as well as Lyapunov stability theory, we obtain sufficient conditions which ensure the existence and globally asymptotically stable for the strictly positive space homogenous almost periodic solution, which extend and include corresponding results obtained in [2, 3, 8]. Many other results on the periodic solution and almost periodic solution can be found in [9–16].

#### 2. Preliminary

Firstly, we give out some definitions and lemmas.

*Definition 2.1. *Suppose that is a continuous function in . Then is said to be almost periodic in if for every corresponds such that for any interval whose length is equal to there is at least one such that

*Definition 2.2. *If a smooth function satisfies (1.1) in , and every component of is the almost periodic function, we called that is a spatial homogeneity almost periodic solution for (1.1), which is denoted by .

*Definition 2.3. *For any nonnegative smooth initial data
if there exists a unique positive solution for the system (1.1) with boundary conditions (1.2), and , , uniformly for , we called that spatial homogeneity almost periodic solution is globally asymptotically stable.

*Definition 2.4. *Suppose that , ; if and
we called and a pair of ordered upper and lower solutions for systems (1.1)–(1.3).

Lemma 2.5 (see [12, 17]). *Suppose that are a pair of ordered upper and lower solution for systems (1.1)–(1.3), then there exists a unique solution for systems (1.1)–(1.3). Moreover, one has
*

For the almost periodic function in , one denotes , , and . When is periodic function, one denotes .

#### 3. Main Results and Proofs

Now we are in a position to state our main results and give our proofs.

Theorem 3.1. *If are positive numbers, and
**
are satisfied for , then there exists a strictly positive spatial homogeneity almost periodic solution for (1.1).*

*Proof. *By the conditions in Theorem 3.1, we have

Let
Then we have , and
Therefore
Furthermore, by the given conditions in Theorem 3.1, one has
Thus
Combining (3.5) and (3.7), we have

Let
We consider the following system corresponding to (1.1):
Let , ; then (3.10) becomes
For any , by , , , we observe [18] that
have almost periodic solution:
By the system (3.13), we define a mapping :
Combining (3.8) and (3.13), we have
Therefore, , that is, . If is uniformly boundness and equicontinuous, by Ascoli-Arzela theorem, is compact mapping.

It is obvious to obtain uniformly boundedness. In fact, for any , by (3.15) we have ; that is, it satisfies

Next we prove equicontinuous. For any , we denote , and then

Let ; we obtain
Recalling , we deduce that there exists a positive number such that ; then (3.18) becomes
where .

Similarly, we have
where , and is a positive number.

By a completely analogous argument, we obtain
where , and is a positive number.

By (3.19)–(3.21), for any , we derive

Thus, is a compact mapping which maps into itself; by Schauder fixed point theorem, there exists a fixed point for ; namely, (3.11) has a solution; therefore there exists a strictly positive almost periodic solution for system (3.10). It is obvious that is also the spatial homogeneity almost periodic solution for (1.1).

Theorem 3.2. *Under the conditions of Theorem 3.1, suppose that system (1.1) satisfies the following conditions:
**
Then there exists a strictly positive spatial homogeneity almost periodic solution for (1.1), and the corresponding solution for systems (1.1)–(1.3) is globally asymptotically stable; that is, the solution satisfies
*

*Proof. *We have obtained the existence by Theorem 3.1; next we pay more attention to the stability. Concerning (3.24), we have two cases on initial data . (1) . (2)There exists a point , such that or .

For the case (1), let , , ; then . Suppose that and are the solution for (3.10) corresponding to initial datum and , respectively; then there are a pair of ordered upper and lower solutions and for (1.1)–(1.3); by Lemma 2.5, there exists a unique solution for system (1.1)–(1.3), which satisfies

If we have
then (3.24) holds. Therefore, if we want to obtain (3.26), we only need to prove that the solution for (3.10) with arbitrary positive initial data satisfies

Because of the initial datum and grazing rates , by the practical meaning in biology, we know that . Now let
Then one has
Namely,
Consider the following Lyapunov function:

Let represent the right derivation on function ; we have
Integrated by the time, we have
By the nonnegative of and the boundedness of , we obtain that the is bounded, and
convergences, by (3.32) we get , then the limit
exists, and . If , then at least one of the following three inequalities
holds. Without loss of generality, we assume that . Thus there is no point of intersection between and . Suppose that ; then we have . Thus
which contradicts with the convergence of . Therefore ; consequently
Then we obtain (3.27).

For the case (2), firstly, choose three sufficient large positive numbers , such that
and , . Let , , ; then we have
Namely, , and , are a pair of ordered upper and lower solutions for systems (1.1)–(1.3). By Lemma 2.5, there exists a unique solution for systems (1.1)–(1.3), which satisfy

Secondly, we choose positive numbers such that
Accordingly, we have
Next, we prove in for . Firstly, we show in . If there exists one point such that , by extremum principle, we have in . However , and not being constant zero, we obtain a contradiction. Therefore we have in . Then we show in . If there exists a point such that , by the extremum principle, we have , where , which is contrary with boundary conditions (1.2). Thus we have in .

For a fixed number , by (3.41), we have
Because satisfy system (1.1) in and the conditions (1.2) in , thereby is regarded as a solution for system (1.1) under initial data , nevertheless, we have in ; combining the conclusions in case (1), we have
By the arbitrariness of , we obtain

If of (1.1) are periodic functions in real number field , respectively, then we have the following results.

Corollary 3.3. *If are positive numbers, and
**
are satisfied for , then there exists a strictly positive spatial homogeneity periodic solution for (1.1).*

Corollary 3.4. *Under the conditions of Corollary 3.3, suppose that system (1.1) satisfies the following conditions:
**
Then there exists a strictly positive spatial homogeneity periodic solution for (1.1), and the corresponding solution for systems (1.1)–(1.3) is globally asymptotically stable; that is, the solution satisfies
*

#### 4. Conclusion

This paper presents the use of upper and lower solutions method for systems of nonlinear reaction-diffusion equations. This method is a powerful tool for solving nonlinear differential equations in mathematical physics, chemistry, and engineering, and so forth. The technique constructing a pair of upper and lower solutions and Lyapunov function provides a new efficient method to handle the nonlinear structure.

We have dealt with the problem of almost periodic solution for a three-species competition system with grazing rates and diffusions. The general sufficient conditions have been obtained to ensure the existence and stability of the strictly positive space homogenous almost periodic solution for the nonlinear reaction-diffusion equations. These criteria generalize and improve some known results. In particular, the sufficient conditions that we obtained are very simple, which provide flexibility for the application and analysis of nonlinear three-species competition system.

#### Acknowledgments

The authors are grateful to the reviewers for their comments which helped in improving the paper. This work is supported by the Science and Technology Project of Chongqing Municipal Education Committee (Grant no. kJ110501) of China, the NSFC (Grant nos. 51005264, 40801214) of China, and Natural Science Foundation Project of CQ CSTC (Grant no. 2010BB9401) of China.

#### References

- D. P. Jiang, “Some periodic ecological models with grazing rates,”
*Journal of Biomathematics*, vol. 5, no. 1, pp. 80–89, 1990 (Chinese). View at Google Scholar - Q. C. Lin, “Some almost periodic biological models with grazing rates,”
*Journal of Biomathematics*, vol. 14, no. 3, pp. 257–263, 1999 (Chinese). View at Google Scholar · View at Zentralblatt MATH - F. D. Chen and X. X. Chen, “The n-competing Lotka-Volterra almost periodic systems with grazing rates,”
*Journal of Biomathematics*, vol. 18, no. 4, pp. 411–416, 2003 (Chinese). View at Google Scholar - Z. Q. Zhang and Z. C. Wang, “Periodic solution for a two-species nonautonomous competition Lotka-Volterra patch system with time delay,”
*Journal of Mathematical Analysis and Applications*, vol. 265, no. 1, pp. 38–48, 2002. View at Publisher · View at Google Scholar · View at Zentralblatt MATH - Z. Q. Zhang and Z. C. Wang, “Multiple positive periodic solutions for a generalized delayed population model with an exploited term,”
*Science in China Series A*, vol. 50, no. 1, pp. 27–34, 2007. View at Publisher · View at Google Scholar · View at Zentralblatt MATH - D. Hu and Z. Q. Zhang, “Four positive periodic solutions of a discrete time delayed predator-prey system with nonmonotonic functional response and harvesting,”
*Computers & Mathematics with Applications*, vol. 56, no. 12, pp. 3015–3022, 2008. View at Publisher · View at Google Scholar · View at Zentralblatt MATH - C. V. Pao and Y.M. Wang, “Numerical solutions of a three-competition Lotka-Volterra system,”
*Applied Mathematics and Computation*, vol. 204, no. 1, pp. 423–440, 2008. View at Publisher · View at Google Scholar · View at Zentralblatt MATH - Y. Q. Liu, S. L. Xie, and Z. D. Xie, “Existence and stability for periodic solution of competition reaction-diffusion models with grazing rates in population dynamics,”
*Journal of Systems Science and Systems Engineering*, vol. 10, no. 2, pp. 402–410, 1996. View at Google Scholar - C. Y. Wang, S. Q. An, and C. J. Fang, “Almost periodic solutions and periodic solutions of reaction-diffusion systems with time delays,”
*Mathematica Applicata*, vol. 20, no. 2, pp. 281–285, 2007 (Chinese). View at Google Scholar · View at Zentralblatt MATH - F. D. Chen and C. L. Shi, “Global attractivity in an almost periodic multi-species nonlinear ecological model,”
*Applied Mathematics and Computation*, vol. 180, no. 1, pp. 376–392, 2006. View at Publisher · View at Google Scholar · View at Zentralblatt MATH - C. Y. Wang, “Existence and stability of periodic solutions for parabolic systems with time delays,”
*Journal of Mathematical Analysis and Applications*, vol. 339, no. 2, pp. 1354–1361, 2008. View at Publisher · View at Google Scholar · View at Zentralblatt MATH - C. Y. Wang, S. Wang, and L. R. Li, “Periodic solution and almost periodic solution for a nonmonotone reaction-diffusion system with time delay,”
*Acta Mathematica Scientia Series A*, vol. 30, no. 2, pp. 517–524, 2010 (Chinese). View at Google Scholar - X. Q. Liu, “Periodic or almost periodic solutions to a class of systems of reaction-diffusion equations,”
*Chinese Journal of Engineering Mathematics*, vol. 11, no. 4, pp. 107–111, 1994 (Chinese). View at Google Scholar - Y. Li and Y. Kuang, “Periodic solutions of periodic delay Lotka-Volterra equations and systems,”
*Journal of Mathematical Analysis and Applications*, vol. 255, no. 1, pp. 260–280, 2001. View at Publisher · View at Google Scholar · View at Zentralblatt MATH - C. Y. Wang and X. H. Hu, “Existence and uniqueness of bounded solution and periodic solution of reaction-diffusion equation with time delay,”
*Journal of Chongqing University of Posts and Telecommunication (Natural Science Edition)*, vol. 17, no. 5, pp. 644–646, 2005 (Chinese). View at Google Scholar - C. Y. Wang, “Periodic solution of prey predator model with diffusion and distributed delay effects,”
*Journal of Chongqing University of Posts and Telecommunication (Natural Science Edition)*, vol. 18, no. 3, pp. 409–412, 2006. View at Google Scholar - C. V. Pao,
*Nonlinear Parabolic and Elliptic Equations*, Plenum Press, New York, NY,USA, 1992. - A. M. Fink,
*Almost Periodic Differential Equations*, vol. 377 of*Lecture Notes in Mathematics*, Springer, Berlin, Germany, 1974.