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International Journal of Differential Equations

Volume 2013 (2013), Article ID 502963, 9 pages

http://dx.doi.org/10.1155/2013/502963

## Positive Periodic Solutions of Cooperative Systems with Delays and Feedback Controls

^{1}College of Applied Mathematics, Xinjiang University of Finance and Economics, Ürümqi 830012, China^{2}College of Mathematical Sciences, Xinjiang Normal University, Urumqi 830054, China

Received 23 April 2013; Accepted 13 May 2013

Academic Editor: Norio Yoshida

Copyright © 2013 Tursuneli Niyaz and Ahmadjan Muhammadhaji. 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

This paper studies a class of periodic *n* species cooperative Lotka-Volterra systems with continuous time delays and feedback controls. Based on the continuation theorem of the coincidence degree theory developed by Gaines and Mawhin, some new sufficient conditions on the existence of positive periodic solutions are established.

#### 1. Introduction

Mathematical ecological system has become one of the most important topics in the study of modern applied mathematics. Its dynamical behavior includes persistence, permanence and extinction of species, global stability of systems, the existence of positive periodic solutions, positive almost periodic solutions, and strictly positive solutions. The existence of positive periodic solutions has already become one of the most interesting subjects for scholars. In the recent years, the application of fixed-point theorems to the existence of positive periodic solutions in mathematical ecology has been studied extensively, for example, Brouwer’s fixed point theorem [1–4], Schauder’s fixed-point theorem [5–8], Krasnoselskii’s fixed-point theorem [9–14], Horn’s fixed-point theorem [15, 16], and Mawhins continuation theorem [17–36], and so forth. In particular, Mawhins continuation theorem is a powerful tool for studying the existence of periodic solutions of periodic high-dimensional time-delayed problems. When dealing with a time-delayed problem, it is very convenient and the result is relatively simple [30]. Recently, a considerable number of mathematical models with delays have been proposed in the study of population dynamics. One of the most celebrated models for population is the Lotka-Volterra system. Subsequently, a lot of the literature related to the study of the existence of positive periodic solutions for various Lotka-Volterra-type population dynamical systems with delays by using the method of continuation theorem was published and extensive research results were obtained [17–21, 24–34].

On the other hand, in some situations, people may wish to change the position of the existing periodic solution but to keep its stability. This is of significance in the control of ecology balance. One of the methods for the realization of it is to alter the system structurally by introducing some feedback control variables so as to get a population stabilizing at another periodic solution. The realization of the feedback control mechanism might be implemented by means of some biological control scheme or by harvesting procedure [21]. In fact, during the last decade, the existence of positive periodic solutions for the population dynamics with feedback control has been studied extensively [8, 14, 17–21, 24, 29]. To the best of our knowledge, studies on the existence of positive periodic solutions for cooperative systems with delays and feedback controls are fairly rare.

In [21], the authors studied the following neutral Lotka-Volterra system with feedback controls: By using Mawhin’s continuation theorem, the sufficient conditions on the existence of positive periodic solutions are established. In [24], the authors considered the following delay differential system with feedback control: A set of natural and easily verifiable sufficient conditions of the existence of positive periodic solutions are established, by using Mawhin’s continuation theorem. In [29], the authors considered the following single-species periodic logistic systems with feedback regulation and infinite distributed delay: The sufficient conditions for the existence of positive periodic solutions are established, based on Mawhin’s continuation theorem.

Motivated by the above works, in this paper, we investigate the following species periodic Lotka-Volterra-type cooperative systems with continuous time delays and feedback controls: By using the technique of coincidence degree developed by Gaines and Mawhin in [36], we will establish some new sufficient conditions which guarantee that the system has at least one positive periodic solution.

#### 2. Preliminaries

In system (4), we have that represent the density of cooperative species at time , respectively; represent the intrinsic growth rate of species at time , respectively; , represent the intrapatch restriction density of species at time , respectively; , , represent the cooperative coefficients between species at time , respectively. represent the indirect feedback control variables [21] at time , respectively. , , , , and represent the feedback control coefficients at time , respectively. In this paper, we always assume that , , are continuous -periodic functions with and . , , , , , , and are continuous, positive -periodic functions.

From the viewpoint of mathematical biology, in this paper for system (4) we only consider the solution with the following initial conditions: where are nonnegative continuous functions defined on satisfying , with , .

In this paper, for any -periodic continuous function we denote

In order to obtain the existence of positive -periodic solutions of system (4), we will use the continuation theorem developed by Gaines and Mawhin in [36]. For the reader’s convenience, we will introduce the continuation theorem in the following.

Let and be two normed vector spaces. Let be a linear operator and let be a continuous operator. The operator is called a Fredholm operator of index zero, if Ker codimIm and Im is a closed set in . If is a Fredholm operator of index zero, then there exist continuous projectors and such that Im Ker and Im Ker Im. It follows that DomKer DomKer Im is invertible and its inverse is denoted by ; denote by an isomorphism of onto . Let be a bounded open subset of ; we say that the operator is -compact on , where denotes the closure of in , if is bounded and is compact.

Lemma 1 (see [35]). * Suppose with and , . Then the function has a unique inverse function satisfying , .*

Lemma 2 (see [36]). *Let be a Fredholm operator of index zero and let be -compact on . If*(a)*for each and , ;*(b)*for each , ;*(c)*,**then the operator equation has at least one solution lying in .*

#### 3. Main Results

In order to obtain the existence of positive periodic solutions of system (4), firstly, we introduce the following lemma.

Lemma 3. * Suppose that ,, , , is an -periodic solution of (4) and (5); then , , satisfies the system
**
where
**
The converse is also true.*

*Proof. * By (4), (5), and the variation constants formula in ordinary differential equations, we have
From (9), we obtain
Considering that , , , , , is an -periodic solution of system (4) and (5), we obtain
Then
which implies
That is,
Hence
On the other hand, assume that , , , is an -periodic solution of system (7), then
By a direct calculation, we have
This completes the proof.

It is easy to see that system (7) is equivalent to the following system: where It is clear that in order to prove that systems (4) and (5) have at least one -periodic solution, we only need to prove that system (18) has at least one -periodic solution.

Now, for convenience of statements we denote the functions The following theorem is about the existence of positive periodic solutions of system (4).

Theorem 4. * Suppose that assumption (H1) holds and there exists a constant , , , such that
**
where
**
and the algebraic equation
**
where
**
has a unique positive solution. Then system (4) has at least one positive -periodic solution.*

*Proof. * For system (18) we introduce new variables such that
Then system (18) is rewritten in the following form:
where
In order to apply Lemma 2 to system (26), we introduce the normed vector spaces and as follows. Let denote the space of all continuous functions . We take
with norm
It is obvious that and are the Banach spaces. We define a linear operator Dom and a continuous operator as follows:
where
Further, we define continuous projectors and as follows:
We easily see and . It is obvious that Im is closed in and dimKer. Since for any there are unique and with
such that , we have codimIm. Therefore, is a Fredholm mapping of index zero. Furthermore, the generalized inverse (to ) Im is given in the following form:
For convenience, we denote as follows:
Thus, we have
From formulas (36), we easily see that and are continuous operators. Furthermore, it can be verified that is compact for any open bounded set by using the Arzela-Ascoli theorem and is bounded. Therefore, is -compact on for any open bounded subset .

Now, we reach the position to search for an appropriate open bounded subset for the application of the continuation theorem (Lemma 2) to system (26).

Corresponding to the operator equation with parameter , we have
where are given in (35).

Assume that is a solution of system (37) for some parameter . By integrating system (37) over the interval , we obtain
Consequently,
From the continuity of , there exist constants such that
By (39) and (40) we obtain
where
Therefore, we further have
Let , ; then from Lemma 1 and (H1) we get that function has a unique periodic inverse function ; then, for every , we have
One can see that
are periodic functions. Then, for every , we have
From (39) and (46) we further obtain
From the above equality we have
From the assumptions of Theorem 4 and (48) we can obtain
Consequently,
From (40) and (50), we further obtain
On the other hand, directly from system (26) we have
where
From (43), (51), and (52), we have for any
Therefore, from (54) and (55), we have
It can be seen that the constants are independent of parameter . For any , from (31) we can obtain
We consider the following algebraic equation:

From the assumption of Theorem 4, the equation has a unique positive solution . Hence, the equation has a unique solution .

Choosing constant large enough such that and , we define a bounded open set as follows:
It is clear that satisfies conditions and of Lemma 2. On the other hand, by directly calculating we can obtain
where
From the assumption of Theorem 4, we have
From this, we finally have
This shows that satisfies condition of Lemma 2. Therefore, system (26) has an -periodic solution . Finally, we have system that (4) has a positive -periodic solution. This completes the proof.

#### Acknowledgments

This work was supported by the Natural Science Foundation of Xinjiang (Grants no. 2012223177, 200721104) and the National Natural Science Foundation of China (Grants no. 10661010, 11261061).

#### References

- X. Song and L. Chen, “Persistence and global stability for nonautonomous predator-prey system with diffusion and time delay,”
*Computers and Mathematics with Applications*, vol. 35, no. 6, pp. 33–40, 1998. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - Y. Pinghua and X. Rui, “Global attractivity of the periodic Lotka-Volterra system,”
*Journal of Mathematical Analysis and Applications*, vol. 233, no. 1, pp. 221–232, 1999. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - F. Wei, Y. Lin, L. Que, Y. Chen, Y. Wu, and Y. Xue, “Periodic solution and global stability for a nonautonomous competitive Lotka-Volterra diffusion system,”
*Applied Mathematics and Computation*, vol. 216, no. 10, pp. 3097–3104, 2010. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - R. Tan, Z. Liu, and R. A. Cheke, “Periodicity and stability in a single-species model governed by impulsive differential equation,”
*Applied Mathematical Modelling*, vol. 36, no. 3, pp. 1085–1094, 2012. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - K. Deimling,
*Nonlinear Functional Analysis*, Springer, Beijing, China, 1988. View at MathSciNet - Y. Xiao, W. Wang, and J. Chen, “Permanence and periodic solution of nonautonomous delay Lotka-Volterra diffusion system,”
*Systems Science and Mathematical Sciences*, vol. 12, no. 4, pp. 344–349, 1999. View at Google Scholar · View at MathSciNet - T. Zhidong, “The almost periodic Kolmogorov competitive systems,”
*Nonlinear Analysis: Theory, Methods and Applications*, vol. 42, no. 7, pp. 1221–1230, 2000. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - F. Chen, “On the periodic solutions of periodic multi-species Kolmogorov type competitive system with delays and feedback controls,”
*Applied Mathematics and Computation*, vol. 180, no. 1, pp. 366–373, 2006. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - K. Deimling,
*Nonlinear Functional Analysis*, Springer, New York, NY, USA, 1985. View at MathSciNet - M. A. Krasnoselskii,
*Positive Solutions of Operator Equations*, P. Noordhoff, Groningen, The Netherlands, 1964. View at MathSciNet - D. J. Guo and V. Lakshmikantham,
*Nonlinear Problems in Abstract Cones*, vol. 5, Academic Press, New York, NY, USA, 1988. View at MathSciNet - J. Yan, “Global positive periodic solutions of periodic $n$-species competition systems,”
*Journal of Mathematical Analysis and Applications*, vol. 356, no. 1, pp. 288–294, 2009. View at Publisher · View at Google Scholar · View at MathSciNet - W. Yan and J. Yan, “Periodicity and asymptotic stability of a predator-prey system with infinite delays,”
*Computers and Mathematics with Applications*, vol. 60, no. 5, pp. 1465–1472, 2010. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - J. Yan and G. Liu, “Periodicity and stability for a Lotka-Volterra type competition system with feedback controls and deviating arguments,”
*Nonlinear Analysis: Theory, Methods and Applications*, vol. 74, no. 9, pp. 2916–2928, 2011. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - W. A. Horn, “Some fixed point theorems for compact maps and flows in Banach spaces,”
*Transactions of the American Mathematical Society*, vol. 149, pp. 391–404, 1970. View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - Z. D. Teng and L. S. Chen, “The positive periodic solutions of periodic Kolmogorov type systems with delays,”
*Acta Mathematicae Applicatae Sinica*, vol. 22, no. 3, pp. 446–456, 1999 (Chinese). View at Google Scholar · View at MathSciNet - H.-F. Huo and W.-T. Li, “Positive periodic solutions of a class of delay differential system with feedback control,”
*Applied Mathematics and Computation*, vol. 148, no. 1, pp. 35–46, 2004. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - P. Weng, “Existence and global stability of positive periodic solution of periodic integrodifferential systems with feedback controls,”
*Computers and Mathematics with Applications*, vol. 40, no. 6-7, pp. 747–759, 2000. View at Publisher · View at Google Scholar · View at MathSciNet - F. Yang and D. Jiang, “Existence and global attractivity of positive periodic solution of a logistic growth system with feedback control and deviating arguments,”
*Annals of Differential Equations*, vol. 17, no. 4, pp. 377–384, 2001. View at Google Scholar · View at MathSciNet - Y. Li, P. Liu, and L. Zhu, “Positive periodic solutions of a class of functional differential systems with feedback controls,”
*Nonlinear Analysis: Theory, Methods and Applications*, vol. 57, no. 5-6, pp. 655–666, 2004. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - F. Chen, “Positive periodic solutions of neutral Lotka-Volterra system with feedback control,”
*Applied Mathematics and Computation*, vol. 162, no. 3, pp. 1279–1302, 2005. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - D. Hu and Z. Zhang, “Four positive periodic solutions to a Lotka-Volterra cooperative system with harvesting terms,”
*Nonlinear Analysis: Real World Applications*, vol. 11, no. 2, pp. 1115–1121, 2010. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - K. Zhao and Y. Ye, “Four positive periodic solutions to a periodic Lotka-Volterra predatory-prey system with harvesting terms,”
*Nonlinear Analysis: Real World Applications*, vol. 11, no. 4, pp. 2448–2455, 2010. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - H.-F. Huo and W.-T. Li, “Positive periodic solutions of a class of delay differential system with feedback control,”
*Applied Mathematics and Computation*, vol. 148, no. 1, pp. 35–46, 2004. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - H. Fang and Y. Xiao, “Existence of multiple periodic solutions for delay Lotka-Volterra competition patch systems with harvesting,”
*Applied Mathematical Modelling*, vol. 33, no. 2, pp. 1086–1096, 2009. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - G. Lin and Y. Hong, “Periodic solutions to non autonomous predator prey system with delays,”
*Nonlinear Analysis: Real World Applications*, vol. 10, no. 3, pp. 1589–1600, 2009. View at Publisher · View at Google Scholar · View at MathSciNet - S. Lu, “On the existence of positive periodic solutions to a Lotka Volterra cooperative population model with multiple delays,”
*Nonlinear Analysis: Theory, Methods and Applications*, vol. 68, no. 6, pp. 1746–1753, 2008. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - J. Shen and J. Li, “Existence and global attractivity of positive periodic solutions for impulsive predator-prey model with dispersion and time delays,”
*Nonlinear Analysis: Real World Applications*, vol. 10, no. 1, pp. 227–243, 2009. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - F. Yin and Y. Li, “Positive periodic solutions of a single species model with feedback regulation and distributed time delay,”
*Applied Mathematics and Computation*, vol. 153, no. 2, pp. 475–484, 2004. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - A. Muhammadhaji and Z. Teng, “Positive periodic solutions of n-species Lotka-Volterra cooperative systems with delays,”
*Vietnam Journal of Mathematics*, vol. 40, no. 4, pp. 453–467, 2012. View at Google Scholar - A. Muhammadhaji and Z. Teng, “Global attractivity of a periodic delayed N-species model of facultative mutualism,”
*Discrete Dynamics in Nature and Society*, vol. 2013, Article ID 580185, 11 pages, 2013. View at Publisher · View at Google Scholar - M. Kouche, N. Tatar, and S. Liu, “Permanence and existence of a positive periodic solution to a periodic stage-structured system with infinite delay,”
*Applied Mathematics and Computation*, vol. 202, no. 2, pp. 620–638, 2008. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - L. Zhang, H.-X. Li, and X.-B. Zhang, “Periodic solutions of competition Lotka-Volterra dynamic system on time scales,”
*Computers and Mathematics with Applications*, vol. 57, no. 7, pp. 1204–1211, 2009. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - S. Lu, “On the existence of positive periodic solutions for neutral functional differential equation with multiple deviating arguments,”
*Journal of Mathematical Analysis and Applications*, vol. 280, no. 2, pp. 321–333, 2003. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - Z. Zhang, J. Wu, and Z. Wang, “Periodic solutions of nonautonomous stage-structured cooperative system,”
*Computers and Mathematics with Applications*, vol. 47, no. 4-5, pp. 699–706, 2004. View at Publisher · View at Google Scholar · View at Zentralblatt MATH · View at MathSciNet - R. E. Gaines and J. L. Mawhin,
*Coincidence Degree, and Nonlinear Differential Equations*, vol. 568 of*Lecture Notes in Mathematics*, Springer, Berlin, Germany, 1977. View at MathSciNet