Hindawi Publishing Corporation ξ€ e Scientific World Journal Volume 2014, Article ID 637026, 8 pages http://dx.doi.org/10.1155/2014/637026

Research Article Dynamic Behavior of Positive Solutions for a Leslie Predator-Prey System with Mutual Interference and Feedback Controls Cong Zhang, Nan-jing Huang, and Chuan-xian Deng Department of Mathematics, Sichuan University, Chengdu, Sichuan 610064, China Correspondence should be addressed to Chuan-xian Deng; [email protected] Received 14 August 2013; Accepted 7 November 2013; Published 20 January 2014 Academic Editors: A. Bellouquid, Y. Cheng, and X. Song Copyright Β© 2014 Cong Zhang 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. We consider a Leslie predator-prey system with mutual interference and feedback controls. For general nonautonomous case, by using differential inequality theory and constructing a suitable Lyapunov functional, we obtain some sufficient conditions which guarantee the permanence and the global attractivity of the system. For the periodic case, we obtain some sufficient conditions which guarantee the existence, uniqueness, and stability of a positive periodic solution.

1. Introduction Leslie [1] introduced the famous Leslie predator-prey system π‘₯Μ‡ (𝑑) = π‘₯ (𝑑) [π‘Ž βˆ’ 𝑏π‘₯ (𝑑)] βˆ’ 𝑃 (π‘₯) 𝑦 (𝑑) , 𝑦̇ (𝑑) = 𝑦 (𝑑) [𝑒 βˆ’ 𝑓

𝑦 (𝑑) ], π‘₯ (𝑑)

(1)

where π‘₯(𝑑) and 𝑦(𝑑) stand for the population (the density) of the prey and the predator at time 𝑑, respectively, and 𝑃(π‘₯) is the so-called predator functional response to prey. In system (1), it has been assumed that the prey grows logistically with growth rate π‘Ž and carries capacity π‘Ž/𝑏 in the absence of predation. The predator consumes the prey according to the functional response 𝑃(π‘₯) and grows logistically with growth rate 𝑒 and carrying capacity π‘₯/𝑓 proportional to the population size of the prey (or prey abundance). The parameter 𝑓 is a measure of the food quality that the prey provides and converted to predator birth. Leslie introduced a predator-prey model, where the carrying capacity of the predator’s environment is proportional to the number of prey, and still stressed the fact that there are upper limits to the rates of increasing of both prey π‘₯ and predator 𝑦, which are not recognized in the Lotka-Volterra model. These upper limits can be approached under favorable conditions: for the predators, when the number of prey per predator

is large; for the prey, when the number of predators (and perhaps the number of prey also) is small [2]. In population dynamics, the functional response refers to the numbers eaten per predator per unit time as a function of prey density. Kooij and Zegeling [3] and Sugie et al. [4] considered the following functional response: 𝑐π‘₯𝑝 (π‘˜ > 0, 𝑐, 𝑝 are positive constants) . 𝑃 (π‘₯) = π‘˜ + π‘₯𝑝 (2) In fact, the functional response with 𝑝 β‰₯ 1 has been suggested in [4]. It is easy to see that system (1) can be written as the following system: 𝑐π‘₯𝑝 (𝑑) 𝑦 (𝑑) , π‘₯Μ‡ (𝑑) = π‘₯ (𝑑) [π‘Ž βˆ’ 𝑏π‘₯ (𝑑)] βˆ’ π‘˜ + π‘₯𝑝 (3) 𝑦 (𝑑) 𝑦̇ (𝑑) = 𝑦 (𝑑) [𝑒 βˆ’ 𝑓 ]. π‘₯ (𝑑) When 𝑝 = 1 or 𝑝 = 2 in system (3), the Leslie system (3) can be written as the following system: 𝑐π‘₯ (𝑑) 𝑦 (𝑑) π‘₯Μ‡ (𝑑) = π‘₯ (𝑑) [π‘Ž βˆ’ 𝑏π‘₯ (𝑑)] βˆ’ , π‘˜+π‘₯ (4) 𝑦 (𝑑) ] 𝑦̇ (𝑑) = 𝑦 (𝑑) [𝑒 βˆ’ 𝑓 π‘₯ (𝑑)

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or π‘₯Μ‡ (𝑑) = π‘₯ (𝑑) [π‘Ž βˆ’ 𝑏π‘₯ (𝑑)] βˆ’

𝑐π‘₯2 (𝑑) 𝑦 (𝑑) , π‘˜ + π‘₯2 (𝑑)

𝑦 (𝑑) ], 𝑦̇ (𝑑) = 𝑦 (𝑑) [𝑒 βˆ’ 𝑓 π‘₯ (𝑑)

(5)

which were considered in [5]. The mutual interference between predators and prey was introduced by Hassell in 1971 [6]. During his research of the capturing behavior between hosts and parasites, he found that the hosts or parasites had the tendency to leave from each other when they met, which interfered with the hosts capturing effects. It is obvious that the mutual interference will be stronger while the size of the parasite becomes larger. Thus, Pan [7] studied a Leslie predator-prey system with mutual interference constant π‘š: π‘₯Μ‡ (𝑑) = π‘₯ (𝑑) [π‘Ž (𝑑) βˆ’ 𝑏 (𝑑) π‘₯ (𝑑)] βˆ’ π‘Ž (𝑑) π‘₯ (𝑑) π‘¦π‘š (𝑑) , 𝑦̇ (𝑑) = 𝑦 (𝑑) [𝑑 (𝑑) βˆ’ 𝑒 (𝑑)

𝑦 (𝑑) ], π‘₯ (𝑑)

(6) π‘₯1Μ‡ (𝑑) = π‘₯1 (𝑑) [𝑏 (𝑑) βˆ’ π‘Ž (𝑑) π‘₯1 (𝑑)

where π‘Ž(𝑑), 𝑏(𝑑), 𝑑(𝑑), 𝑒(𝑑) ∈ 𝐢(𝑅, 𝑅+) are bounded and periodic functions and π‘š ∈ (0, 1] is a constant. Some sufficient conditions are obtained for the permanence, attractivity, and existence of the positive periodic solution of the system (6). On the other hand, ecosystems in the real world are continuously distributed by unpredictable forces which can result in changes in the biological parameters such as survival rates. Of practical interest in ecology is the question of whether or not an ecosystem can withstand those unpredictable disturbances which persist for a finite period of time. In the language of control variables, we call the disturbance functions as control variables, whereas, the control variables discussed in most literatures are constants or time dependent [8–10]. In recent, there are many works on the feedback controls (see, e.g., [11–19] and the references therein). Furthermore, in recent research on species, dynamics of the Leslie system has important significance; see [20–29] and the references therein for details. Therefore, Chen and Cao [5] have investigated the following Leslie system with feedback controls: π‘₯1Μ‡ (𝑑) = π‘₯1 (𝑑) [𝑏 (𝑑) βˆ’ π‘Ž (𝑑) π‘₯1 (𝑑) βˆ’

𝑐 (𝑑) π‘₯1 (𝑑) π‘₯2 (𝑑) βˆ’ 𝑑 (𝑑) 𝑒1 (𝑑)] , β„Ž2 π‘₯22 (𝑑) + π‘₯12 (𝑑)

π‘₯2Μ‡ (𝑑) = π‘₯2 (𝑑) [𝑔 (𝑑) βˆ’ 𝑓 (𝑑)

π‘₯2 (𝑑) βˆ’ 𝑝 (𝑑) 𝑒2 (𝑑)] , π‘₯1 (𝑑)

π‘Ž, 𝑐, 𝑑, 𝑓, 𝑝, 𝛼𝑖 , 𝛽𝑖 , 𝛾𝑖 ∈ 𝐢(𝑅, 𝑅+ ) (𝑖 = 1, 2) are all nonnegative almost periodic functions of 𝑑, and β„Ž2 is a positive constant denoting the constant of capturing half-saturation. By using a comparison theorem and constructing a suitable Lyapunov function, they obtained some sufficient conditions for the existence of a unique almost periodic solution and the global attractivity of the solutions of the system (7). By using the comparison and continuation theorems, and based on the coincidence degree and by constructing a suitable Lyapunov function, Wang et al. [30] further obtained some sufficient and necessary conditions for the existence and global attractivity of periodic solutions of the system (7) with the periodic coefficients. However, to the best of our knowledge, up to now, still no scholar has considered the general nonautonomous Leslie predator-prey system with mutual interference and feedback controls. In this paper, we will consider following the Leslie predator-prey system:

π‘βˆ’1

βˆ’

𝑐 (𝑑) π‘₯1

(𝑑) π‘₯2π‘š (𝑑) 𝑝

π‘˜ + π‘₯1 (𝑑)

βˆ’ 𝑑 (𝑑) 𝑒1 (𝑑)] ,

π‘₯ (𝑑) βˆ’ 𝑝 (𝑑) 𝑒2 (𝑑)] , π‘₯2Μ‡ (𝑑) = π‘₯2 (𝑑) [𝑔 (𝑑) βˆ’ 𝑓 (𝑑) 2 π‘₯1 (𝑑)

(8)

𝑒̇1 (𝑑) = 𝛼1 (𝑑) βˆ’ 𝛽1 (𝑑) 𝑒1 (𝑑) + 𝛾1 (𝑑) π‘₯1 (𝑑) , 𝑒̇2 (𝑑) = 𝛼2 (𝑑) βˆ’ 𝛽2 (𝑑) 𝑒2 (𝑑) + 𝛾2 (𝑑) π‘₯2 (𝑑) , where π‘₯1 (𝑑) and π‘₯2 (𝑑) denote the density of prey and predator at time 𝑑, respectively, 𝑒𝑖 (𝑑) (𝑖 = 1, 2) are control variables, 𝑏(𝑑), π‘Ž(𝑑), 𝑐(𝑑), 𝑑(𝑑), 𝑔(𝑑), 𝑓(𝑑), 𝑝(𝑑), 𝛼𝑖 (𝑑), 𝛽𝑖 (𝑑), 𝛾𝑖 (𝑑) (𝑖 = 1, 2) ∈ 𝐢(𝑅, 𝑅+ ), 𝑝 β‰₯ 1, π‘˜ > 0 and π‘š ∈ (0, 1] are positive constants. For the general nonautonomous case, by using differential inequality theory and constructing a suitable Lyapunov functional, we obtain some sufficient conditions which guarantee the permanence and the global attractivity of the system (8). For the periodic case, we obtain some sufficient conditions which guarantee the existence, uniqueness, and stability of a positive periodic solution of the system (8). We would like to mention that the conditions are related to the interference constant π‘š.

(7)

𝑒̇1 (𝑑) = 𝛼1 (𝑑) βˆ’ 𝛽1 (𝑑) 𝑒1 (𝑑) + 𝛾1 (𝑑) π‘₯1 (𝑑) , 𝑒̇2 (𝑑) = 𝛼2 (𝑑) βˆ’ 𝛽2 (𝑑) 𝑒2 (𝑑) + 𝛾2 (𝑑) π‘₯2 (𝑑) , where π‘₯1 (𝑑) and π‘₯2 (𝑑) denote the density of prey and predator at time 𝑑, respectively, 𝑒𝑖 (𝑑) (𝑖 = 1, 2) are control variables, 𝑏, 𝑒 ∈ 𝐢(𝑅, 𝑅) are almost periodic functions of 𝑑,

2. Preliminaries In this section, we state several definitions and lemmas which will be useful in proving the main results of this paper. Let 𝑅 and 𝑅𝑛 , respectively, denote the set of all real numbers and the 𝑛-dimensional real Euclidean space, and 𝑅+𝑛 denote the nonnegative cone of 𝑅𝑛 . Let 𝑓 be a continuous bounded function on 𝑅 and we set 𝑓𝑒 = supπ‘‘βˆˆπ‘… 𝑓(𝑑) and 𝑓𝑙 = inf π‘‘βˆˆπ‘… 𝑓(𝑑).

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Throughout this paper, we assume that the coefficients of the system (8) satisfy the following conditions:

(𝐻7 ) for 𝑝 > 2, π‘βˆ’2

[𝑠1 π‘Ž (𝑑) βˆ’ 𝑀1 𝛾1 (𝑑) βˆ’ 𝑀2 𝛾1 (𝑑) +

min {π‘Žπ‘’ , 𝑏𝑒 , 𝑐𝑒 , 𝑑𝑒 , 𝑓𝑒 , 𝑔𝑒 , 𝑝𝑒 , 𝛼𝑖𝑒 , 𝛽𝑖𝑒 , 𝛾𝑖𝑒 } > 0,

π‘˜ (𝑝 βˆ’ 1) 𝑠1 π‘š2π‘š π‘š1 𝑐 (𝑑) 𝑝 2

(π‘˜ + 𝑀1 )

𝑖=1,2

(9)

max {π‘Žπ‘™ , 𝑏𝑙 , 𝑐𝑙 , 𝑑𝑙 , 𝑓𝑙 , 𝑔𝑙 , 𝑝𝑙 , 𝛼𝑖𝑙 , 𝛽𝑖𝑙 , 𝛾𝑖𝑙 } < ∞.

2π‘βˆ’2

𝑖=1,2

βˆ’

Definition 1. If (π‘₯(𝑑), 𝑦(𝑑), 𝑒(𝑑), V(𝑑))𝑇 is a positive solution of the system (8) and (π‘₯(𝑑), 𝑦(𝑑), 𝑒(𝑑), V(𝑑))𝑇 is any positive solution of system (8) satisfying lim |π‘₯ (𝑑) βˆ’ π‘₯ (𝑑)| = 0,

𝑑 β†’ +∞

lim |𝑒 (𝑑) βˆ’ 𝑒 (𝑑)| = 0,

𝑑 β†’ +∞

󡄨 󡄨 lim 󡄨󡄨𝑦 (𝑑) βˆ’ 𝑦 (𝑑)󡄨󡄨󡄨 = 0,

𝑑 β†’ +∞ 󡄨

lim |V (𝑑) βˆ’ V (𝑑)| = 0,

(10)

𝑑 β†’ +∞

then we say that (π‘₯(𝑑), 𝑦(𝑑), 𝑒(𝑑), V(𝑑))𝑇 is globally attractive. Lemma 2 (see [31]). If π‘Ž > 0, 𝑏 > 0, and π‘₯Μ‡ β‰₯ (≀) 𝑏 βˆ’ π‘Žπ‘₯, when 𝑑 β‰₯ 𝑑0 and π‘₯(𝑑0 ) > 0, one has βˆ’1

π‘Žπ‘₯ (𝑑0 ) 𝑏 π‘₯ (𝑑) β‰₯ (≀) [1 + ( βˆ’ 1) π‘’βˆ’π‘Ž(π‘‘βˆ’π‘‘0 ) ] . π‘Ž 𝑏

(11)

Lemma 3 (see [31]). If π‘Ž > 0, 𝑏 > 0, and π‘₯Μ‡ β‰₯ (≀) π‘₯(𝑏 βˆ’ π‘Žπ‘₯), when 𝑑 β‰₯ 𝑑0 and π‘₯(𝑑0 ) > 0, one has

𝑠1 𝑀1

𝑙

𝑐 (𝑑)

𝑠 𝑀 𝑓 (𝑑) ] βˆ’ 2 22 > 0, π‘š1 ]

𝑝 2

(π‘˜ + π‘š1 )

where 𝑠𝑖 and 𝑀𝑖 (𝑖 = 1, 2) are positive constants. For any given the initial conditions of the system (8), π‘₯𝑖0 = π‘₯𝑖 (𝑑0 ) > 0, 𝑒𝑖0 = 𝑒𝑖 (𝑑0 ) > 0 (𝑖 = 1, 2), it is not difficult to see that the corresponding solution (π‘₯1 (𝑑), π‘₯2 (𝑑), 𝑒1 (𝑑), 𝑒2 (𝑑))𝑇 satisfies π‘₯𝑖 (𝑑) > 0, 𝑒𝑖 (𝑑) > 0 (𝑖 = 1, 2), for 𝑑 β‰₯ 𝑑0 .

3. General Nonautonomous Case In this section, we will explore the dynamics of the system (8) and present some results including the permanence and the global attractivity of the system. Theorem 5. Suppose that system (8) satisfies the assumptions (𝐻1 ) and (𝐻2 ). Then system (8) is permanent; that is, any positive solution (π‘₯1 (𝑑), π‘₯2 (𝑑), 𝑒1 (𝑑), 𝑒2 (𝑑))𝑇 of the system (8) satisfies 0 < π‘šπ‘– ≀ lim inf π‘₯𝑖 (𝑑) ≀ lim supπ‘₯𝑖 (𝑑) ≀ 𝑀𝑖 ,

βˆ’1

𝑑 β†’ +∞

𝑏 𝑏 π‘₯ (𝑑) β‰₯ (≀) [1 + ( βˆ’ 1) π‘’βˆ’π‘(π‘‘βˆ’π‘‘0 ) ] . π‘Ž π‘Žπ‘₯ (𝑑0 )

(12)

𝑑 β†’ +∞

0 < π‘š2+𝑖 ≀ lim inf 𝑒𝑖 (𝑑) ≀ lim sup𝑒𝑖 (𝑑) ≀ 𝑀2+𝑖 , 𝑑 β†’ +∞

Lemma 4 (see [32]). If function 𝑓 is nonnegative, integral, and uniformly continuous on [0, +∞), then lim 𝑓 (𝑑) = 0.

𝑑 β†’ +∞

where 𝑀1 =

One assumes the following hypothesis holds:

𝑏𝑒 , π‘Žπ‘™

𝑀2 =

π‘Žπ‘™ 𝛼1𝑒 + 𝛾1𝑒 𝑏𝑒 , 𝑀3 = π‘Žπ‘™ 𝛽1𝑙

π‘βˆ’1

(𝐻1 ) π‘˜π‘π‘™ > 𝑐𝑒 𝑀1 𝑀2π‘š + π‘˜π‘‘π‘’ 𝑀3 ; π‘βˆ’1

(𝐻3 ) [𝑠2 𝑓(𝑑)/𝑀1 βˆ’ 𝑀2 𝛾2 (𝑑) βˆ’ 𝑀1 𝛾2 (𝑑) βˆ’ 𝑠1 π‘šπ‘š2π‘šβˆ’1 𝑀1 𝑐(𝑑)/ 𝑝 (π‘˜ + π‘š1 )]𝑙 > 0;

𝑓𝑙 π‘Žπ‘™ 𝛼2𝑒 + 𝛾2𝑒 𝑔𝑒 𝑏𝑒 𝑀4 = 𝑓𝑙 π‘Žπ‘™ 𝛽2𝑙

π‘˜π‘π‘™ βˆ’ 𝑐𝑒 𝑀1 𝑀2π‘š βˆ’ π‘˜π‘‘π‘’ 𝑀3 , π‘˜π‘Žπ‘’ π‘š2 =

π‘š1 (𝑔𝑙 βˆ’ 𝑝𝑒 𝑀4 )

𝑙

(𝐻5 ) [𝑀1 𝛽2 (𝑑) βˆ’ 𝑠2 𝑝(𝑑) + 𝑀2 𝛽2 (𝑑)] > 0; (𝐻6 ) for 1 ≀ 𝑝 ≀ 2,

π‘š3 = π‘βˆ’2

π‘š [𝑠1 π‘Ž (𝑑) βˆ’ 𝑀1 𝛾1 (𝑑) βˆ’ 𝑀2 𝛾1 (𝑑) + π‘˜ (𝑝 βˆ’ 1) 𝑠1 π‘š2 𝑀1 𝑐 (𝑑) 𝑝 2 (π‘˜ + 𝑀1 ) [

βˆ’

𝑝 2

(π‘˜ + π‘š1 )

(17)

π‘βˆ’1

π‘š1 =

(𝐻4 ) [𝑀1 𝛽1 (𝑑) βˆ’ 𝑠1 𝑑(𝑑) + 𝑀2 𝛽1 (𝑑)]𝑙 > 0;

𝑐 (𝑑)

𝑔𝑒 𝑏𝑒 , 𝑓𝑙 π‘Žπ‘™

with

(𝐻2 ) 𝑔𝑙 > 𝑝𝑒 𝑀4 ;

2π‘βˆ’2

𝑖 = 1, 2, (16)

(13)

𝑑 β†’ +∞

𝑠1 𝑀1

(15)

𝑙

𝑠 𝑀 𝑓 (𝑑) ] βˆ’ 2 22 > 0; π‘š1 ]

𝛼1𝑙 + 𝛾1𝑙 π‘š1 , 𝛽1𝑒

𝑓𝑒 π‘š4 =

,

(18)

𝛼2𝑙 + 𝛾2𝑙 π‘š2 . 𝛽2𝑒

Proof. From the first equation of the system (8), it follows that π‘₯1Μ‡ (𝑑) ≀ π‘₯1 (𝑑) (𝑏𝑒 βˆ’ π‘Žπ‘™ π‘₯1 (𝑑)) .

(19)

Applying Lemma 3 to (19), for a small enough positive constant πœ– > 0, there exists a 𝑇1 > 0 enough large such that (14)

π‘₯1 (𝑑) ≀

𝑏𝑒 + πœ– = 𝑀1 + πœ–, π‘Žπ‘™

βˆ€π‘‘ > 𝑇1 .

(20)

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From the second equation of the system (8) and (20), it follows that, for 𝑑 > 𝑇1 , π‘₯2Μ‡ (𝑑) ≀ π‘₯2 (𝑑) [𝑔𝑒 βˆ’ 𝑓𝑙

π‘₯2 (𝑑) ]. (𝑏𝑒 /π‘Žπ‘™ + πœ–)

(21)

π‘₯2 (𝑑) ]. 𝑏𝑒

(22)

For any πœ– > 0, it follows from (22) and Lemma 3 that there exists a 𝑇2 > 𝑇1 such that, for ant 𝑑 > 𝑇2 , π‘₯2 (𝑑) ≀

𝑒̇1 (𝑑) ≀ 𝛼1𝑒 βˆ’ 𝛽1𝑙 𝑒1 (𝑑) + 𝛾1𝑒 (𝑀1 + πœ–) .

𝑒̇1 (𝑑) ≀

+

βˆ’

(24)

(𝑑) .

(25)

For any πœ– > 0, it follows from (25) and Lemma 2 that there exists a 𝑇3 > 𝑇2 such that, for any 𝑑 > 𝑇3 , π‘Žπ‘™ 𝛼1𝑒 + 𝛾1𝑒 𝑏𝑒 𝑒1 (𝑑) ≀ + πœ– = 𝑀3 + πœ–. π‘Žπ‘™ 𝛽1𝑙

(26)

By the forth equation of system (8) and (23), we have 𝑒̇2 (𝑑) ≀

𝛼2𝑒

βˆ’

𝛽2𝑙 𝑒2

(𝑑) +

𝛾2𝑒

(𝑀2 + πœ–) .

(27)

𝑒̇2 (𝑑) ≀ 𝛼2𝑒 βˆ’ 𝛽2𝑙 𝑒2 (𝑑) + 𝛾2𝑒 𝑀2 .

(28)

For any πœ– > 0, it follows from (28) and Lemma 2 that there exists a 𝑇4 > 𝑇3 such that, for any 𝑑 > 𝑇4 , 𝑒2 (𝑑) ≀

+ πœ– = 𝑀4 + πœ–.

(29)

By the first equation of system (8), (20), (23), and (26), we obtain π‘₯1Μ‡ (𝑑) β‰₯ π‘₯1 (𝑑) Γ— [𝑏𝑙 βˆ’ π‘Žπ‘’ π‘₯1 (𝑑) βˆ’

𝑒

𝑐 (𝑀1 + πœ–)

π‘βˆ’1

(33)

(𝑀2 + πœ–)

π‘˜

π‘₯2 (𝑑) ]. π‘š1

(34)

In view of condition (𝐻2 ) and Lemma 3, for any πœ– > 0, (34) shows that there exists a 𝑇6 > 𝑇5 such that, for any 𝑑 > 𝑇6 , π‘₯2 (𝑑) β‰₯

π‘š1 (𝑔𝑙 βˆ’ 𝑝𝑒 𝑀4 ) 𝑓𝑒

βˆ’ πœ– = π‘š2 βˆ’ πœ–.

(35)

By the third equation of system (8) and (32), we obtain 𝑒1 (𝑑) β‰₯ 𝛼1𝑙 βˆ’ 𝛽1𝑒 𝑒1 (𝑑) + 𝛾1𝑙 (π‘š1 βˆ’ πœ–) .

(36)

Letting πœ– β†’ 0 in inequality (36), we get (37)

For any πœ– > 0, it follows from (37) and Lemma 2 that there exists a 𝑇7 > 𝑇6 such that, for any 𝑑 > 𝑇7 , 𝑒1 (𝑑) β‰₯

𝛼1𝑙 + 𝛾1𝑙 π‘š1 βˆ’ πœ– = π‘š3 βˆ’ πœ–. 𝛽1𝑒

(38)

By the forth equation of system (8) and (35), we have 𝑒2 (𝑑) β‰₯ 𝛼2𝑙 βˆ’ 𝛽2𝑒 𝑒2 (𝑑) + 𝛾2𝑙 (π‘š2 βˆ’ πœ–) .

(39)

Taking πœ– β†’ 0 in inequality (39), we get 𝑒2 (𝑑) β‰₯ 𝛼2𝑙 βˆ’ 𝛽2𝑒 𝑒2 (𝑑) + 𝛾2𝑙 π‘š2 .

(40)

For any πœ– > 0, by Lemma 2 and (40), there exists a 𝑇8 > 𝑇7 such that, for any 𝑑 > 𝑇8 ,

π‘š

(30)

𝑒

βˆ’ 𝑑 (𝑀3 + πœ–)] .

𝑒2 (𝑑) β‰₯

𝛼2𝑙 + 𝛾2𝑙 π‘š2 βˆ’ πœ– = π‘š4 βˆ’ πœ–. 𝛽2𝑒

(41)

Under the conditions (𝐻1 ) and (𝐻2 ), it follows from (20), (23), (26), (29), (32), (35), (38), and (41) that the system (8) is permanent. This completes the proof.

Taking πœ– β†’ 0 in inequality (30), we have π‘₯1Μ‡ (𝑑) β‰₯ π‘₯1 (𝑑) [𝑏𝑙 βˆ’

π‘₯2 (𝑑) βˆ’ 𝑝𝑒 (𝑀4 + πœ–)] . π‘š1 βˆ’ πœ–

𝑒1 (𝑑) β‰₯ 𝛼1𝑙 + 𝛾1𝑙 π‘š1 βˆ’ 𝛽1𝑒 𝑒1 (𝑑) .

Setting πœ– β†’ 0 in inequality (27), we obtain

𝑓𝑙 π‘Žπ‘™ 𝛼2𝑒 + 𝛾2𝑒 𝑔𝑒 𝑏𝑒 𝛽2𝑙 𝑓𝑙 π‘Žπ‘™

π‘₯2Μ‡ (𝑑) β‰₯ π‘₯2 (𝑑) [𝑔𝑙 βˆ’ 𝑓𝑒

π‘₯2Μ‡ (𝑑) β‰₯ π‘₯2 (𝑑) [𝑔𝑙 βˆ’ 𝑝𝑒 𝑀4 βˆ’ 𝑓𝑒

Letting πœ– β†’ 0 in inequality (24), we get 𝛽1𝑙 𝑒1

(32)

From the second equation of the system (8), (29), and (32), we have

(23)

By the third equation of system (8) and (20), we obtain

𝛾1𝑒 𝑀1

π‘˜π‘π‘™ βˆ’ 𝑐𝑒 𝑀1 𝑀2π‘š βˆ’ π‘˜π‘‘π‘’ 𝑀3 βˆ’ πœ– = π‘š1 βˆ’ πœ–. π‘˜π‘Žπ‘’

Setting πœ– β†’ 0 in inequality (33), we have

𝑔𝑒 𝑏𝑒 + πœ– = 𝑀2 + πœ–. 𝑓𝑙 π‘Žπ‘™

𝛼1𝑒

π‘βˆ’1

π‘₯1 (𝑑) β‰₯

Setting πœ– β†’ 0 in inequality (21), we get π‘₯2Μ‡ (𝑑) ≀ π‘₯2 (𝑑) [𝑔𝑒 βˆ’ 𝑓𝑙 π‘Žπ‘™

In view of condition (𝐻1 ) and Lemma 3, for any πœ– > 0, it follows from (28) that there exists a 𝑇5 > 𝑇4 such that, for any 𝑑 > 𝑇5 ,

π‘βˆ’1

𝑐𝑒 𝑀1 𝑀2π‘š βˆ’ 𝑑𝑒 𝑀3 βˆ’ π‘Žπ‘’ π‘₯1 (𝑑)] . π‘˜ (31)

In the following, by constructing a suitable Lyapunov functional, we get the sufficient conditions for the globally attractive solution for the system (8).

The Scientific World Journal

5

Theorem 6. Suppose that system (8) satisfies the assumptions (𝐻1 )–(𝐻6 ) or (𝐻1 )–(𝐻5 ) and (𝐻7 ). Then for any positive solution 𝑧(𝑑) = (π‘₯1 (𝑑), π‘₯2 (𝑑), 𝑒1 (𝑑), 𝑒2 (𝑑))𝑇 and 𝑧(𝑑) = (𝑦1 (𝑑), 𝑦2 (𝑑), V1 (𝑑), V2 (𝑑))𝑇 of the system (8), one has lim |𝑧 (𝑑) βˆ’ 𝑧 (𝑑)| = 0.

= βˆ’π‘ 1 𝑐 (𝑑) sgn (π‘₯1 (𝑑) βˆ’ 𝑦1 (𝑑)) π‘βˆ’1

Γ—[

Proof. Let 𝑧(𝑑) = (π‘₯1 (𝑑), π‘₯2 (𝑑), 𝑒1 (𝑑), 𝑒2 (𝑑)) and 𝑧(𝑑) = (𝑦1 (𝑑), 𝑦2 (𝑑), V1 (𝑑), V2 (𝑑))𝑇 be any positive solutions of the system (8). It follows from Theorem 5 that there exists 𝑇9 > 0 such that π‘šπ‘– ≀ π‘₯𝑖 (𝑑) , π‘š2+𝑖 ≀ 𝑒𝑖 (𝑑) ,

𝑦𝑖 (𝑑) ≀ 𝑀𝑖 ,

V𝑖 (𝑑) ≀ 𝑀2+𝑖

(𝑖 = 1, 2) for 𝑑 > 𝑇9 .

(𝑑) 𝑦2π‘š (𝑑)

π‘˜+ π‘βˆ’1

βˆ’

π‘₯1

π‘˜+

𝑝 π‘₯1

(𝑑)

(π‘˜ +

2

2

𝑖=1

𝑖=1

+ 𝑠1 𝑐 (𝑑)

󡄨 󡄨 󡄨 󡄨 𝑉 (𝑑) = βˆ‘ [𝑠𝑖 󡄨󡄨󡄨ln π‘₯𝑖 (𝑑) βˆ’ ln 𝑦𝑖 (𝑑)󡄨󡄨󡄨 + 𝑀𝑖 βˆ‘ 󡄨󡄨󡄨𝑒𝑖 (𝑑) βˆ’ V𝑖 (𝑑)󡄨󡄨󡄨] . (44) Calculating the upper right derivative of 𝑉(𝑑) along the solution of the system (8), it follows that 𝑉+ (𝑑) π‘₯1Μ‡ (𝑑) 𝑦1Μ‡ (𝑑) βˆ’ ] π‘₯1 (𝑑) 𝑦1 (𝑑)

𝑝

π‘˜ + π‘₯1 (𝑑) π‘βˆ’1

(𝑑) 𝑦2π‘š (𝑑)

𝑦1

βˆ’

𝑝

π‘˜ + 𝑦1 (𝑑)

]

(𝑑) 󡄨󡄨 π‘š 󡄨 π‘š 󡄨󡄨π‘₯2 (𝑑) βˆ’ 𝑦2 (𝑑)󡄨󡄨󡄨 (𝑑)

π‘˜π‘ 1 𝑐 (𝑑) 𝑦2π‘š (𝑑)

𝑝 π‘₯1

(𝑑) 𝑦2π‘š (𝑑)

π‘₯1

𝑝 π‘₯1

𝑝 𝑦1

(𝑑)) (π‘˜ + π‘βˆ’1

Consider the following functional:

= 𝑠1 sgn (π‘₯1 (𝑑) βˆ’ 𝑦1 (𝑑)) [

𝑝

π‘₯1

≀ 𝑠1 𝑐 (𝑑)

(43)

βˆ’

π‘˜ + π‘₯1 (𝑑) +

𝑇

π‘βˆ’1

(𝑑) π‘₯2π‘š (𝑑)

π‘βˆ’1

(42)

𝑑 β†’ +∞

π‘₯1

π‘₯1 (π‘˜ +

𝑝 π‘₯1

󡄨󡄨 π‘βˆ’1 󡄨 󡄨󡄨π‘₯1 (𝑑) βˆ’ 𝑦1π‘βˆ’1 (𝑑)󡄨󡄨󡄨 󡄨 󡄨 (𝑑)) π‘βˆ’1

(𝑑) 𝑦1

(𝑑) 𝑝

(𝑑)) (π‘˜ + 𝑦1 (𝑑))

󡄨 󡄨󡄨 󡄨󡄨π‘₯1 (𝑑) βˆ’ 𝑦1 (𝑑)󡄨󡄨󡄨 . (45)

By the mean value theorem and Theorem 5, in view of 0 < π‘š ≀ 1, for 𝑑 > 𝑇9 , we have 󡄨󡄨󡄨π‘₯π‘š (𝑑) βˆ’ π‘¦π‘š (𝑑)󡄨󡄨󡄨 ≀ π‘šπ‘šπ‘šβˆ’1 󡄨󡄨󡄨π‘₯2 (𝑑) βˆ’ 𝑦2 (𝑑)󡄨󡄨󡄨 , (46) 2 2 󡄨 󡄨 󡄨 󡄨 2 󡄨󡄨 π‘βˆ’1 󡄨 󡄨󡄨π‘₯1 (𝑑) βˆ’ 𝑦1π‘βˆ’1 (𝑑)󡄨󡄨󡄨 β‰₯ (𝑝 βˆ’ 1) 𝑀1π‘βˆ’2 󡄨󡄨󡄨󡄨π‘₯1 (𝑑) βˆ’ 𝑦1 (𝑑)󡄨󡄨󡄨󡄨 󡄨 󡄨 (47) when 1 ≀ 𝑝 ≀ 2,

+ 𝑀1 sgn (𝑒1 (𝑑) βˆ’ V1 (𝑑)) (𝑒̇1 (𝑑) βˆ’ VΜ‡1 (𝑑))

󡄨󡄨 π‘βˆ’1 󡄨 󡄨󡄨π‘₯1 (𝑑) βˆ’ 𝑦1π‘βˆ’1 (𝑑)󡄨󡄨󡄨 β‰₯ (𝑝 βˆ’ 1) π‘š1π‘βˆ’2 󡄨󡄨󡄨󡄨π‘₯1 (𝑑) βˆ’ 𝑦1 (𝑑)󡄨󡄨󡄨󡄨 󡄨 󡄨

+ 𝑀1 sgn (𝑒2 (𝑑) βˆ’ V2 (𝑑)) (𝑒̇2 (𝑑) βˆ’ VΜ‡2 (𝑑))

when 𝑝 > 2.

+ 𝑠2 sgn (π‘₯2 (𝑑) βˆ’ 𝑦2 (𝑑)) [

π‘₯2Μ‡ (𝑑) 𝑦2Μ‡ (𝑑) βˆ’ ] π‘₯2 (𝑑) 𝑦2 (𝑑)

Note that βˆ’ 𝑠2 𝑓 (𝑑) sgn (π‘₯2 (𝑑) βˆ’ 𝑦2 (𝑑)) [

+ 𝑀2 sgn (𝑒1 (𝑑) βˆ’ V1 (𝑑)) (𝑒̇1 (𝑑) βˆ’ VΜ‡1 (𝑑)) 󡄨 󡄨 󡄨 󡄨 ≀ βˆ’π‘ 1 π‘Ž (𝑑) 󡄨󡄨󡄨π‘₯1 (𝑑) βˆ’ 𝑦1 (𝑑)󡄨󡄨󡄨 + 𝑠1 𝑑 (𝑑) 󡄨󡄨󡄨𝑒1 (𝑑) βˆ’ V1 (𝑑)󡄨󡄨󡄨

Γ—[

π‘βˆ’1 π‘₯1

π‘˜

(𝑑) π‘₯2π‘š (𝑑) 𝑝 + π‘₯1 (𝑑)

βˆ’

π‘βˆ’1 𝑦1

π‘˜

(𝑑) 𝑦2π‘š (𝑑) ] 𝑝 + 𝑦1 (𝑑)

βˆ’ 𝑠2 𝑓 (𝑑) sgn (π‘₯2 (𝑑) βˆ’ 𝑦2 (𝑑)) [

π‘βˆ’1

Γ—[

(𝑑) π‘₯2π‘š (𝑑)

π‘˜+

𝑝 π‘₯1

(𝑑)

π‘βˆ’1

βˆ’

𝑦1

π‘₯2 (𝑑) 𝑦2 (𝑑) βˆ’ ], π‘₯1 (𝑑) 𝑦1 (𝑑)

(𝑑) 𝑦2π‘š (𝑑)

π‘˜+

𝑝 𝑦1

(𝑑)

Γ—[ ≀

π‘₯2 (𝑑) 𝑦2 (𝑑) 𝑦2 (𝑑) 𝑦2 (𝑑) βˆ’ + βˆ’ ] π‘₯1 (𝑑) π‘₯1 (𝑑) π‘₯1 (𝑑) 𝑦1 (𝑑)

+

𝑠2 𝑓 (𝑑) 𝑦2 (𝑑) 󡄨󡄨 󡄨 󡄨π‘₯ (𝑑) βˆ’ 𝑦1 (𝑑)󡄨󡄨󡄨 . π‘₯1 (𝑑) 𝑦1 (𝑑) 󡄨 1

When 1 ≀ 𝑝 ≀ 2, according to (45), (46), (47), and (49), it follows that, for 𝑑 > 𝑇9 , 𝑉+ (𝑑)

π‘βˆ’2

+

π‘˜ (𝑝 βˆ’ 1) 𝑠1 𝑀1 𝑐 (𝑑) 𝑦2π‘š (𝑑) 𝑝

βˆ’

𝑝

(π‘˜ + π‘₯1 (𝑑)) (π‘˜ + 𝑦1 (𝑑)) π‘βˆ’1

]

(49)

βˆ’π‘ 2 𝑓 (𝑑) 󡄨󡄨 󡄨 󡄨π‘₯ (𝑑) βˆ’ 𝑦2 (𝑑)󡄨󡄨󡄨 π‘₯1 (𝑑) 󡄨 2

≀ βˆ’ [𝑠1 π‘Ž (𝑑) βˆ’ 𝑀1 𝛾1 (𝑑) βˆ’ 𝑀2 𝛾1 (𝑑)

βˆ’ 𝑠1 𝑐 (𝑑) sgn (π‘₯1 (𝑑) βˆ’ 𝑦1 (𝑑)) π‘₯1

π‘₯2 (𝑑) 𝑦2 (𝑑) βˆ’ ] π‘₯1 (𝑑) 𝑦1 (𝑑)

= βˆ’π‘ 2 𝑓 (𝑑) sgn (π‘₯2 (𝑑) βˆ’ 𝑦2 (𝑑))

+ 𝑀2 sgn (𝑒2 (𝑑) βˆ’ V2 (𝑑)) (𝑒̇2 (𝑑) βˆ’ VΜ‡2 (𝑑)) 󡄨 󡄨 󡄨 󡄨 βˆ’ 𝑀1 𝛽1 (𝑑) 󡄨󡄨󡄨𝑒1 (𝑑) βˆ’ V1 (𝑑)󡄨󡄨󡄨 + 𝑀1 𝛾1 (𝑑) 󡄨󡄨󡄨π‘₯1 (𝑑) βˆ’ 𝑦1 (𝑑)󡄨󡄨󡄨 󡄨 󡄨 󡄨 󡄨 βˆ’ 𝑀1 𝛽2 (𝑑) 󡄨󡄨󡄨𝑒2 (𝑑) βˆ’ V2 (𝑑)󡄨󡄨󡄨 + 𝑀1 𝛾2 (𝑑) 󡄨󡄨󡄨π‘₯2 (𝑑) βˆ’ 𝑦2 (𝑑)󡄨󡄨󡄨 󡄨 󡄨 󡄨 󡄨 + 𝑠2 𝑝 (𝑑) 󡄨󡄨󡄨𝑒2 (𝑑) βˆ’ V2 (𝑑)󡄨󡄨󡄨 βˆ’ 𝑀2 𝛽1 (𝑑) 󡄨󡄨󡄨𝑒1 (𝑑) βˆ’ V1 (𝑑)󡄨󡄨󡄨 󡄨 󡄨 󡄨 󡄨 + 𝑀2 𝛾1 (𝑑) 󡄨󡄨󡄨π‘₯1 (𝑑) βˆ’ 𝑦1 (𝑑)󡄨󡄨󡄨 βˆ’ 𝑀2 𝛽2 (𝑑) 󡄨󡄨󡄨𝑒2 (𝑑) βˆ’ V2 (𝑑)󡄨󡄨󡄨 󡄨 󡄨 + 𝑀2 𝛾2 (𝑑) 󡄨󡄨󡄨π‘₯2 (𝑑) βˆ’ 𝑦2 (𝑑)󡄨󡄨󡄨 βˆ’ 𝑠1 𝑐 (𝑑) sgn (π‘₯1 (𝑑) βˆ’ 𝑦1 (𝑑))

(48)

𝑠1 𝑐 (𝑑) π‘₯1 (π‘˜ +

𝑝 π‘₯1

π‘βˆ’1

(𝑑) 𝑦1

(𝑑)) (π‘˜ +

𝑝 𝑦1

(𝑑) (𝑑))

βˆ’

𝑠2 𝑓 (𝑑) 𝑦2 (𝑑) ] π‘₯1 (𝑑) 𝑦1 (𝑑)

6

The Scientific World Journal 󡄨 󡄨 Γ— 󡄨󡄨󡄨π‘₯1 (𝑑) βˆ’ 𝑦1 (𝑑)󡄨󡄨󡄨 π‘βˆ’1

𝑠 π‘šπ‘š2π‘šβˆ’1 𝑐 (𝑑) π‘₯1 𝑠 𝑓 (𝑑) βˆ’[ 2 βˆ’ 𝑀2 𝛾2 (𝑑) βˆ’ 𝑀1 𝛾2 (𝑑) βˆ’ 1 𝑝 π‘₯1 (𝑑) π‘˜ + π‘₯1 (𝑑)

(𝑑)

]

≀ βˆ’ [𝑠1 π‘Ž (𝑑) βˆ’ 𝑀1 𝛾1 (𝑑) βˆ’ 𝑀2 𝛾1 (𝑑) [ π‘βˆ’2

󡄨 󡄨 Γ— 󡄨󡄨󡄨π‘₯2 (𝑑) βˆ’ 𝑦2 (𝑑)󡄨󡄨󡄨

+

󡄨 󡄨 βˆ’ [𝑀1 𝛽2 (𝑑) βˆ’ 𝑠2 𝑝 (𝑑) + 𝑀2 𝛽2 (𝑑)] 󡄨󡄨󡄨𝑒2 (𝑑) βˆ’ V2 (𝑑)󡄨󡄨󡄨

βˆ’

󡄨 󡄨 βˆ’ [𝑀1 𝛽1 (𝑑) βˆ’ 𝑠1 𝑑 (𝑑) + 𝑀2 𝛽1 (𝑑)] 󡄨󡄨󡄨𝑒1 (𝑑) βˆ’ V1 (𝑑)󡄨󡄨󡄨

(π‘˜ +

𝑝 2 𝑀1 )

𝑠1 𝑀1

(π‘˜ +

𝑐 (𝑑)

𝑝 2 π‘š1 )

βˆ’

𝑠2 𝑀2 𝑓 (𝑑) ] 󡄨󡄨 󡄨 󡄨󡄨π‘₯1 (𝑑) βˆ’ 𝑦1 (𝑑)󡄨󡄨󡄨 π‘š12 ] π‘βˆ’1

π‘βˆ’2

π‘˜ (𝑝 βˆ’ 1) 𝑠1 π‘š2π‘š 𝑀1 𝑐 (𝑑)

𝑝 2

(π‘˜ + 𝑀1 ) 2π‘βˆ’2

𝑠 π‘šπ‘š2π‘šβˆ’1 𝑀1 𝑐 (𝑑) 𝑠 𝑓 (𝑑) βˆ’[ 2 βˆ’ 𝑀2 𝛾2 (𝑑) βˆ’ 𝑀1 𝛾2 (𝑑) βˆ’ 1 ] 𝑝 𝑀1 π‘˜ + π‘š1

≀ βˆ’ [𝑠1 π‘Ž (𝑑) βˆ’ 𝑀1 𝛾1 (𝑑) βˆ’ 𝑀2 𝛾1 (𝑑) +

π‘˜ (𝑝 βˆ’ 1) 𝑠1 π‘š2π‘š π‘š1 𝑐 (𝑑)

2π‘βˆ’2

βˆ’

𝑠1 𝑀1

(π‘˜ +

𝑐 (𝑑)

󡄨 󡄨 Γ— 󡄨󡄨󡄨π‘₯2 (𝑑) βˆ’ 𝑦2 (𝑑)󡄨󡄨󡄨

𝑝 2 π‘š1 )

󡄨 󡄨 βˆ’ [𝑀1 𝛽1 (𝑑) βˆ’ 𝑠1 𝑑 (𝑑) + 𝑀2 𝛽1 (𝑑)] 󡄨󡄨󡄨𝑒1 (𝑑) βˆ’ V1 (𝑑)󡄨󡄨󡄨

𝑠 𝑀 𝑓 (𝑑) 󡄨󡄨 󡄨 βˆ’ 2 22 ] 󡄨󡄨π‘₯1 (𝑑) βˆ’ 𝑦1 (𝑑)󡄨󡄨󡄨 π‘š1

󡄨 󡄨 βˆ’ [𝑀1 𝛽2 (𝑑) βˆ’ 𝑠2 𝑝 (𝑑) + 𝑀2 𝛽2 (𝑑)] 󡄨󡄨󡄨𝑒2 (𝑑) βˆ’ V2 (𝑑)󡄨󡄨󡄨 . (51)

π‘βˆ’1

𝑠 π‘šπ‘š2π‘šβˆ’1 𝑀1 𝑐 (𝑑) 𝑠 𝑓 (𝑑) βˆ’[ 2 βˆ’ 𝑀2 𝛾2 (𝑑) βˆ’ 𝑀1 𝛾2 (𝑑) βˆ’ 1 ] 𝑝 𝑀1 π‘˜ + π‘š1

When 1 ≀ 𝑝 ≀ 2, it follows from (50) and assumptions (𝐻1 ) βˆ’ βˆ’(𝐻6 ) that there exist four positive constants 𝛿𝑗 (𝑗 = 1, 2, 3, 4) such that

󡄨 󡄨 Γ— 󡄨󡄨󡄨π‘₯2 (𝑑) βˆ’ 𝑦2 (𝑑)󡄨󡄨󡄨

󡄨 󡄨 βˆ’ [𝑀1 𝛽1 (𝑑) βˆ’ 𝑠1 𝑑 (𝑑) + 𝑀2 𝛽1 (𝑑)] 󡄨󡄨󡄨𝑒1 (𝑑) βˆ’ V1 (𝑑)󡄨󡄨󡄨

2

2

𝑖=1

𝑖=1

󡄨 󡄨 󡄨 󡄨 𝑉+ (𝑑) ≀ βˆ’βˆ‘π›Ώπ‘– 󡄨󡄨󡄨π‘₯𝑖 (𝑑) βˆ’ 𝑦𝑖 (𝑑)󡄨󡄨󡄨 βˆ’ βˆ‘π›Ώπ‘–+2 󡄨󡄨󡄨𝑒𝑖 (𝑑) βˆ’ V𝑖 (𝑑)󡄨󡄨󡄨 ,

󡄨 󡄨 βˆ’ [𝑀1 𝛽2 (𝑑) βˆ’ 𝑠2 𝑝 (𝑑) + 𝑀2 𝛽2 (𝑑)] 󡄨󡄨󡄨𝑒2 (𝑑) βˆ’ V2 (𝑑)󡄨󡄨󡄨 .

(52)

βˆ€π‘‘ > 𝑇9 ,

(50)

which shows that 𝑉(𝑑) is nonincreasing on [𝑇9 , +∞). Integrating both sides of (52) on [𝑇9 , 𝑑), we get When 𝑝 > 2, according to (45), (46), (48), and (49), for 𝑑 > 𝑇9 , we have

2

𝑑

󡄨 󡄨 𝑉 (𝑑) + βˆ‘π›Ώπ‘– ∫ 󡄨󡄨󡄨π‘₯𝑖 (𝑑) βˆ’ 𝑦𝑖 (𝑑)󡄨󡄨󡄨 𝑑𝑑 𝑇 𝑖=1

9

2

󡄨 󡄨 + βˆ‘π›Ώπ‘–+2 ∫ 󡄨󡄨󡄨𝑒𝑖 (𝑑) βˆ’ V𝑖 (𝑑)󡄨󡄨󡄨 𝑑𝑑 ≀ 𝑉 (𝑇11 ) < +∞. 𝑇

𝑉+ (𝑑)

𝑖=1

+

󡄨 󡄨 󡄨 󡄨󡄨 1 󡄨󡄨π‘₯𝑖 (𝑑) βˆ’ 𝑦𝑖 (𝑑)󡄨󡄨󡄨 , 󡄨󡄨󡄨𝑒𝑖 (𝑑) βˆ’ V𝑖 (𝑑)󡄨󡄨󡄨 ∈ 𝐿 ([𝑇9 , +∞)) ,

π‘βˆ’2 π‘˜ (𝑝 βˆ’ 1) 𝑠1 π‘š1 𝑐 (𝑑) 𝑦2π‘š (𝑑) 𝑝 𝑝 (π‘˜ + π‘₯1 (𝑑)) (π‘˜ + 𝑦1 (𝑑)) π‘βˆ’1

βˆ’

𝑠1 𝑐 (𝑑) π‘₯1 𝑝

π‘βˆ’1

(𝑑) 𝑦1

𝑝

(𝑑)

(π‘˜ + π‘₯1 (𝑑)) (π‘˜ + 𝑦1 (𝑑))

9

This implies that

≀ βˆ’ [𝑠1 π‘Ž (𝑑) βˆ’ 𝑀1 𝛾1 (𝑑) βˆ’ 𝑀2 𝛾1 (𝑑)

βˆ’

𝑖 = 1, 2. (54)

By Lemma 4, we have 󡄨 󡄨󡄨 (𝑑) βˆ’ 𝑦𝑖 (𝑑)󡄨󡄨󡄨 = 0,

lim 󡄨π‘₯ 𝑑 β†’ +∞ 󡄨 𝑖

𝑠2 𝑓 (𝑑) 𝑦2 (𝑑) ] π‘₯1 (𝑑) 𝑦1 (𝑑)

for 𝑖 = 1, 2, and so π‘βˆ’1

𝑠 π‘šπ‘š2π‘šβˆ’1 𝑐 (𝑑) π‘₯1 𝑠2 𝑓 (𝑑) βˆ’ 𝑀2 𝛾2 (𝑑) βˆ’ 𝑀1 𝛾2 (𝑑) βˆ’ 1 𝑝 π‘₯1 (𝑑) π‘˜ + π‘₯1 (𝑑)

󡄨 󡄨 Γ— 󡄨󡄨󡄨π‘₯2 (𝑑) βˆ’ 𝑦2 (𝑑)󡄨󡄨󡄨

󡄨 󡄨 βˆ’ [𝑀1 𝛽1 (𝑑) βˆ’ 𝑠1 𝑑 (𝑑) + 𝑀2 𝛽1 (𝑑)] 󡄨󡄨󡄨𝑒1 (𝑑) βˆ’ V1 (𝑑)󡄨󡄨󡄨

󡄨 󡄨 βˆ’ [𝑀1 𝛽2 (𝑑) βˆ’ 𝑠2 𝑝 (𝑑) + 𝑀2 𝛽2 (𝑑)] 󡄨󡄨󡄨𝑒2 (𝑑) βˆ’ V2 (𝑑)󡄨󡄨󡄨

󡄨 󡄨󡄨 (𝑑) βˆ’ V𝑖 (𝑑)󡄨󡄨󡄨 = 0

lim 󡄨𝑒 𝑑 β†’ +∞ 󡄨 𝑖

(55)

󡄨 󡄨 Γ— 󡄨󡄨󡄨π‘₯1 (𝑑) βˆ’ 𝑦1 (𝑑)󡄨󡄨󡄨 βˆ’[

(53)

𝑑

(𝑑)

]

lim |𝑧 (𝑑) βˆ’ 𝑧 (𝑑)| = 0.

𝑑 β†’ +∞

(56)

When 𝑝 > 2, by similar way, from (51) and assumptions (𝐻1 )– (𝐻5 ) and (𝐻7 ), we can show that lim |𝑧 (𝑑) βˆ’ 𝑧 (𝑑)| = 0.

𝑑 β†’ +∞

This completes the proof.

(57)

The Scientific World Journal

7

4. Periodic Case To this end, in order to get the existence and uniqueness of a positive periodic solution of the system (8), we further assume that system (8) satisfies the following condition. (𝐻8 ) 𝑏(𝑑), π‘Ž(𝑑), 𝑐(𝑑), 𝑑(𝑑), 𝑔(𝑑), 𝑓(𝑑), 𝑝(𝑑), 𝛼𝑖 (𝑑), 𝛽𝑖 (𝑑), 𝛾𝑖 (𝑑) ∈ 𝐢(𝑅, 𝑅+), (𝑖 = 1, 2) are all continuous, real-valued positive πœ”-periodic functions; πœ” > 0 is a constant. | Let 𝑆 = {(π‘₯1 (𝑑), π‘₯2 (𝑑), 𝑒1 (𝑑), 𝑒2 (𝑑))𝑇 ∈ 𝑅+4 π‘š1 ≀ π‘₯1 (𝑑) ≀ 𝑀1 , π‘š2 ≀ π‘₯2 (𝑑) ≀ 𝑀2 , π‘š3 ≀ 𝑒1 (𝑑) ≀ 𝑀3 , π‘š4 ≀ 𝑒2 (𝑑) ≀ 𝑀4 }. Let 𝑍(𝑑, 𝑍0 ) = (π‘₯1 (𝑑, 𝑍0 ), π‘₯2 (𝑑, 𝑍0 ), 𝑒1 (𝑑, 𝑍0 ), 𝑒2 (𝑑, 𝑍0 ))𝑇 . for 𝑑 β‰₯ 𝑑0 be the uniqueness solution of the system (8) with the initial condition 𝑍0 = (π‘₯1 (𝑑0 ), π‘₯2 (𝑑0 ), 𝑒1 (𝑑0 ), 𝑒2 (𝑑0 ))𝑇 . By Theorem 5, there exists a 𝑇0 > 0 such that (π‘₯1 (𝑑), π‘₯2 (𝑑), 𝑒1 (𝑑), 𝑒2 (𝑑))𝑇 ∈ 𝑆, for 𝑑 β‰₯ 𝑇0 . Since π‘₯1 (𝑑, 𝑍0 ) is continuous on [𝑑0 , 𝑇0 ], there exist two positive constants π‘š1βˆ— and 𝑀1βˆ— such that π‘š1βˆ— ≀ π‘₯1 (𝑑, 𝑍0 ) ≀ 𝑀1βˆ— for 𝑑 ∈ [𝑑0 , 𝑇0 ]. Let 𝑙1 = min{π‘š1βˆ— , π‘š1 } and 𝐿 1 = max{𝑀1βˆ— , 𝑀1 }. Then 𝑙1 ≀ π‘₯1 (𝑑, 𝑍0 ) ≀ 𝐿 1 , for 𝑑 > 𝑑0 . Similarly, we can find positive constants 𝑙2 and 𝐿 2 such that 𝑙2 ≀ π‘₯2 (𝑑, 𝑍0 ) ≀ 𝐿 2 and positive constants 𝑙𝑖 and 𝐿 𝑖 such that 𝑙𝑖 ≀ π‘’π‘–βˆ’2 (𝑑, 𝑍0 ) ≀ 𝐿 𝑖 (𝑖 = 3, 4) for 𝑑 β‰₯ 𝑑0 . Let π‘†βˆ— = {(π‘₯1 (𝑑), π‘₯2 (𝑑), 𝑒1 (𝑑), 𝑒2 (𝑑))𝑇 ∈ 𝑅+4 | 𝑙1 ≀ π‘₯1 (𝑑) ≀ 𝐿 1 , 𝑙2 ≀ π‘₯2 (𝑑) ≀ 𝐿 2 , 𝑙3 ≀ 𝑒1 (𝑑) ≀ 𝐿 3 , 𝑙4 ≀ 𝑒2 (𝑑) ≀ 𝐿 4 }. Therefore, we have 𝑍(𝑑, 𝑍0 ) ∈ π‘†βˆ— , for 𝑑 β‰₯ 𝑑0 . Define the Poincare mapping 𝐴 : 𝑅+4 β†’ 𝑅+4 as follows: 𝐴 (𝑍0 ) = 𝑍 (πœ”, 𝑍0 ) ,

(58)

where πœ” is defined in assumption (𝐻8 ). It is easy to see that the existence of periodic solution in (8) with assumptions (𝐻8 ) is equal to prove that the mapping 𝐴 has at least one fixed point. Theorem 7. If the assumptions (𝐻1 ), (𝐻2 ), and (𝐻8 ) hold, system (8) has at least one positive πœ”-periodic solution. Proof. According to discussion above, we obtain 𝐴(π‘†βˆ— ) βŠ‚ π‘†βˆ— . And we can get that the mapping 𝐴 is continuous by the theory of ordinary differential equation. It is obvious that π‘†βˆ— is a closed and convex set. Therefore, 𝐴 has at least one fixed point by Brouwer fixed point theorem. That is to say, if system (8) satisfies (𝐻1 ), (𝐻2 ), and (𝐻8 ), system (8) has at least one positive πœ”-periodic solution. This completes the proof. Finally, some sufficient conditions are obtained for the uniqueness of the positive πœ”-periodic solution for the system (8). Theorem 8. If system (8) satisfies (𝐻1 )–(𝐻6 ) and (𝐻8 ) or (𝐻1 )–(𝐻5 ), (𝐻7 ) and (𝐻8 ), system (8) has only one positive πœ”periodic solution which is globally attractive. Proof. If system (8) satisfies (𝐻1 )–(𝐻6 ) and (𝐻8 ), (8) has at least one πœ”-periodic solution by Theorem 7. For any two positive πœ”-periodic solutions 𝑧(𝑑) = (π‘₯1 (𝑑), π‘₯2 (𝑑), 𝑒1 (𝑑), 𝑒2 (𝑑))𝑇 and 𝑧(𝑑) = (𝑦1 (𝑑), 𝑦2 (𝑑), V1 (𝑑), V2 (𝑑))𝑇 of the system (8). We claim that 𝑧(𝑑) ≑ 𝑧(𝑑), for all 𝑑 ∈ [0, πœ”]. Otherwise, there

must be at least πœ‰ ∈ [0, πœ”] such that π‘₯1 (πœ‰) =ΜΈ 𝑦1 (πœ‰); that is, |π‘₯1 (πœ‰) βˆ’ 𝑦1 (πœ‰)| := 𝜌 > 0. It follows that 󡄨 󡄨 𝜌 = lim 󡄨󡄨󡄨π‘₯1 (πœ‰ + π‘›πœ”) βˆ’ 𝑦1 (πœ‰ + π‘›πœ”)󡄨󡄨󡄨 𝑛 β†’ +∞ 󡄨 󡄨 = lim 󡄨󡄨󡄨π‘₯1 (𝑑) βˆ’ 𝑦1 (𝑑)󡄨󡄨󡄨 > 0,

(59)

𝑑 β†’ +∞

which contracts with (42). Thus π‘₯1 (𝑑) ≑ 𝑦1 (𝑑), for all 𝑑 ∈ [0, πœ”], hods. Similarly, we can prove that π‘₯2 (𝑑) ≑ 𝑦2 (𝑑) ,

𝑒1 (𝑑) ≑ V1 (𝑑) ,

𝑒2 (𝑑) ≑ V2 (𝑑) , βˆ€π‘‘ ∈ [0, πœ”] . (60)

Therefore, the uniqueness of the periodic solution of the system (8) is obtained. By Theorem 6, if system (8) satisfies (𝐻1 )–(𝐻6 ) and (𝐻8 ), (8) has only one positive πœ”-periodic solution which is globally attractive. Similarly, we can prove that system (8) satisfying (𝐻1 )–(𝐻5 ), (𝐻7 ), and (𝐻8 ) has a unique positive πœ”-periodic solution which is globally attractive. This completes the proof.

Conflict of Interests The authors declare that there is no conflict of interests regarding the publication of this paper.

Acknowledgment This work was supported by the Key Program of NSFC (Grant no. 70831005) and the National Natural Science Foundation of China (111171237).

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Dynamic behavior of positive solutions for a leslie predator-prey system with mutual interference and feedback controls.

We consider a Leslie predator-prey system with mutual interference and feedback controls. For general nonautonomous case, by using differential inequa...
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