Hindawi Publishing Corporation Abstract and Applied Analysis Volume 2013, Article ID 578345, 20 pages http://dx.doi.org/10.1155/2013/578345 Research Article Existence and Asymptotic Behavior of Traveling Wave Fronts for a Time-Delayed Degenerate Diffusion Equation Weifang Yan and Rui Liu Department of Mathematics, South China University of Technology, Guangzhou 510640, China Correspondence should be addressed to Rui Liu; scliurui@scut.edu.cn Received 15 November 2012; Revised 15 February 2013; Accepted 18 February 2013 Academic Editor: Peixuan Weng Copyright © 2013 W. Yan and R. Liu. 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. This paper is concerned with traveling wave fronts for a degenerate diffusion equation with time delay. We first establish the necessary and sufficient conditions to the existence of monotone increasing and decreasing traveling wave fronts, respectively. Moreover, special attention is paid to the asymptotic behavior of traveling wave fronts connecting two uniform steady states. Some previous results are extended. 1. Introduction In this paper, we consider the traveling wave fronts for the following reaction diffusion equation with Hodgkin-Huxley source: ππ’ π2 π’π + π (π’, π’π ) , = ππ‘ ππ₯2 π‘ ≥ 0, π₯ ∈ R, (1) where π > 0, π(π’, V) = π’π (1 − π’)π (V − π), π > 0, π > 0, π+π > 1, π ∈ (0, 1) is a constant, and π’π (π₯, π‘) = π’(π₯, π‘−π) for π > 0. In 1952, Hodgkin and Huxley [1] proposed the HodgkinHuxley (H-H) equation ππ’ = π’ (π‘) (1 − π’ (π‘)) (π’ (π‘ − π) − π) , ππ‘ π ∈ (0, 1) , (2) which describes the propagation of a voltage pulse through the nerve axon of a squid. Recently, more and more attention has been paid to the linear and semilinear parabolic equations with and without time delay; see, for example, [2–7]. A natural extension of the H-H model is the following linear diffusion equation: ππ’ π2 π’ + π’ (1 − π’) (π’π − π) . = ππ‘ ππ₯2 (3) For this equation, there have been many interesting results on the existence and stability of the traveling wave solutions, for instance, [8–10]. By a traveling wave solution, we mean a solution π’(π₯, π‘) of (3) of the form π’(π₯, π‘) = π(π₯ + ππ‘) with the wave speed π. On the other hand, the classical research of traveling waves for the standard linear diffusion equations with various sources has been extended to some degenerate or singular diffusion equations. For example, Aronson [11] considered the following equation: ππ’ π2 π’π (4) + π’ (1 − π’) (π’ − π) , π ∈ (0, 1) . = ππ‘ ππ₯2 When π > 1, the equation degenerates at π’ = 0. Hence, it has a different feature from the case π = 1; that is, if the initial distribution of π’(π₯, π‘) has compact support, then π’(π₯, π‘) also has compact support for each π‘ > 0. When π > 1, π ∈ (0, 1/2), Aronson [11] showed that (4) possesses a unique sharp traveling wave solution with positive wave speed. Hosono [12] solved the existence problem of traveling wave solutions for (4) especially with nonpositive wave speed and discussed the shape of the solutions. SaΜnchez-GardunΜo and Maini [13] considered the following degenerate diffusion equation: π ππ’ ππ’ = (π· (π’) ) + π’ (1 − π’) (π’ − π) , ππ‘ ππ₯ ππ₯ (5) π ∈ (0, 1) , π· (0) = 0, and obtained the existence of traveling wave solutions of smooth or sharp (oscillatory and monotone) type. 2 Abstract and Applied Analysis For other papers concerning the traveling wave solutions for degenerate diffusion equations without time delay, see [14–22]. From these results, we see that an obvious difference between the linear diffusion equations and the degenerate diffusion equations is that, in the degenerate diffusion case, there may exist traveling wave fronts of sharp type; that is, the support of the solution is bounded above or below, and at the boundary of the support, the derivative of the traveling wave solution is discontinuous. However, in the linear diffusion case, all traveling wave fronts are of smooth type; that is, the solutions are classical solutions, which approach the steady states at infinity. As far as we know, there are only two articles dealing with the traveling wave solutions for degenerate diffusion equations with time delay. In [23, 24], Jin et al. considered the following time-delayed Newtonian filtration and non-Newtonian filtration equations: ππ’ π2 π’π + π’ (1 − π’) (π’π − π) , = ππ‘ ππ₯2 ππ’ π σ΅¨σ΅¨σ΅¨σ΅¨ ππ’ σ΅¨σ΅¨σ΅¨σ΅¨π−2 ππ’ = (σ΅¨ σ΅¨ ) + π’π (1 − π’) (π’π − π) . ππ‘ ππ₯ σ΅¨σ΅¨σ΅¨ ππ₯ σ΅¨σ΅¨σ΅¨ ππ₯ σΈ σΈ π Definition 1. A function π(π) is called a traveling wave front with wave speed π > 0 if there exist ππ , ππ with −∞ ≤ ππ < ππ ≤ +∞ such that π ∈ πΆ2 (ππ , ππ ) is monotonic increasing and π ππσΈ (π) = (π ) (π) + π(π)π (1 − π (π)) (πππ (π) − π) , (8) π σΈ (π ) (ππ ) = (π ) (ππ ) = 0, π (π) = 1 for πΜπ − ππ < π ≤ πΜπ , π (πΜπ ) = 0, (11) (ππ ) (πΜπ ) = (ππ ) (πΜπ ) = 0. σΈ σΈ (i) If ππ > −∞ and πσΈ (ππ+ ) =ΜΈ 0, then π(π) is called an increasing sharp-type traveling wave front (see Figure 1(a)). (ii) If ππ = −∞ or πσΈ (ππ+ ) = 0, then π(π) is called an increasing smooth-type traveling wave front (see Figure 2(a)). Similarly, we have the following. (iii) If πΜπ < +∞ and πσΈ (πΜπ− ) =ΜΈ 0, then π(π) is called a decreasing sharp-type traveling wave front (see Figure 1(b)). (iv) If πΜπ = +∞ or πσΈ (πΜπ− ) = 0, then π(π) is called a decreasing smooth-type traveling wave front (see Figure 2(b)). σΈ Let π(π) = (ππ ) (π). Then, (8) or (10) is transformed into πσΈ (π) = πσΈ (π) = 1 1−π π (π) π (π) , π π 1−π π π π (π) π (π) − π(π) (1 − π (π)) (πππ (π) − π) . π (12) Furthermore, by (9) or (11), we give the asymptotic boundary conditions for traveling wave fronts as follows: π (π) = 0 for ππ − ππ < π ≤ ππ , π (ππ ) = 1, (13) π (ππ ) = π (ππ ) = 0, or π (π) = 1 for πΜπ − ππ < π ≤ πΜπ , (14) π (πΜπ ) = π (πΜπ ) = 0. If π(π) is strictly positive or negative for 0 < π < 1, then (12) is equivalent to π (π) = 0 for ππ − ππ < π ≤ ππ , π σΈ (10) π (πΜπ ) = 0, π ∈ (ππ , ππ ) , π (ππ ) = 1, π π ∈ (πΜπ , πΜπ ) , (7) where πππ (π) = π(π − ππ). Before going further, we first give the definition of sharpand smooth-type traveling wave fronts. π σΈ σΈ σΈ σΈ ππσΈ (π) = (ππ ) (π) + π(π)π (1 − π (π)) (πππ (π) − π) , (6) By using the shooting method together with the comparison technique, they first obtained the necessary and sufficient conditions to the existence of monotone increasing and decreasing traveling wave solutions, respectively, and then gave an accurate estimation on the convergent rate for the semifinite or infinite traveling waves. Motivated by [23, 24], in this paper, we discuss the existence and asymptotic behavior of traveling wave fronts for (1). Let π’(π₯, π‘) = π(π) with π = π₯ + ππ‘. Then, (1) is transformed into the following form: ππσΈ (π) = (ππ ) (π) + π(π)π (1 − π (π)) (πππ (π) − π) , or there exist πΜπ , πΜπ with −∞ ≤ πΜπ < πΜπ ≤ +∞ such that π ∈ πΆ2 (πΜπ , πΜπ ) is monotonic decreasing and (9) π πππ+π−1 (1 − π) (πππ − π) ππ =π− . ππ π (15) Abstract and Applied Analysis 3 (a) (b) Figure 1: Sharp-type traveling wave fronts. (a) Monotonic increasing. (b) Monotonic decreasing. (a) (b) Figure 2: Smooth-type traveling wave fronts. (a) Monotonic increasing. (b) Monotonic decreasing. Clearly, for any given π > 0, if ∫ π 0 where π+ is a solution of the following problem: πππ−1 ππ = +∞, π (π) π (16) ππππ+π−1 (1 − π) ππ =π+ , ππ π ππ = ∫ π πππ πππ−1 ππ. π (π) π (π) > 0, (17) 0 πππ−1 ππ < +∞, π (π) ππ = ∫ π ππ = ∫ πππ πππ−1 ππ, π (π) πππ = 0, πππ−1 if ∫ ππ ≥ ππ, 0 π+ (π) π πππ−1 ππ < ππ, if ∫ 0 π+ (π) π πππ−1 ππ, −π (π) πππ = 1, then ∫0 (πππ−1 /π(π))ππ may be less than ππ when π is near 0. Therefore, the previous definition is not reasonable. In what follows, we give the definition of πππ . (i) If π is positive, define πππ by π πππ (18) π (19) for π ∈ (0, 1) . (ii) If π is negative, define πππ by However, if for some π > 0, π (20) π (0+ ) = 0, then πππ can be defined by ∫ for π ∈ (0, 1) , if ∫ 1 π πππ−1 ππ ≥ ππ, −π− (π) πππ−1 if ∫ ππ < ππ, π −π− (π) 1 (21) where π− is a solution of the following problem: π π (1 − π) ππ+π−1 (1 − π) ππ =π− , ππ π for π ∈ (0, 1) , π (1− ) = 0, π (π) < 0, for π ∈ (0, 1) . (22) 4 Abstract and Applied Analysis where πππ = ππ (ππ −π ), π = 1, 2. The desired conclusion follows immediately. Consider the following problem: π πππ+π−1 (1 − π) (πππ − π) ππ =π− , ππ π + (23) − π (0 ) = 0, π (1 ) = 0. In Sections 2 and 3, we will verify the following two conclusions are equivalent, that is, (1) π is a monotonic solution of the problem (8)-(9) (or (10)-(11)); (2) π(π) > 0 (or π(π) < 0) is a solution of the problem (23). 2. Existence of Increasing Traveling Waves In this section, we aim to find a solution π(π) of the problem (23) with π(π) > 0 for π ∈ (0, 1). Since π > 0, we see that π(π) is increasing in π, and so πππ (π) ≤ π(π). Thus, to investigate the behavior of the trajectories ππ (π) of (23), we have to study the trajectories starting from (0, 0), since the property of ππ at π depends on the behavior of ππ at πππ closely. Consider the following problem: π πππ+π−1 (1 − π) (πππ − π) ππ =π− ππ π for π ∈ (0, π½) , Lemma 3. For any given π > 0, and π1 > π2 ≥ 0, let π1 (π), π2 (π) be solutions of (24) corresponding to π1 , π2 , respectively. Then, π1 (π) > π2 (π) for any π ∈ (0, π½2 ), where (0, π½2 ) is the maximal existence interval of the solution π2 (π) > 0. In addition, π1 (π½2 ) > 0. (See Figure 3(a).) Proof. We first show that π1 (π) > π2 (π) for sufficiently small π > 0. The argument consists of three cases, π + π > 2, π + π = 2, and 1 < π + π < 2. (i) Consider the case π + π > 2. According to (24), we have π πππ+π−1 (1 − π) (π − πππ ) ππ =π+ . ππ π Noticing that πππ ≤ π, we have for π ≤ π that ππ ≥ π. ππ Integrating from 0 to π yields π πππ+π−1 (1 − π) (π − πππ ) ππ =π+ ππ π (24) where (0, π½) with π½ ≤ 1 is the maximal existence interval of the solution π(π) > 0. By (24), π πππ+π−1 (1 − π) (π − πππ ) ππ ππ π+π−2 ≤π+ . π π ≤π+ π π 1 2 π (π) = ∫ ππ (π ) ππ − π ∫ π π+π−1 (1 − π )π (π ππ − π) ππ 2 0 0 π 0 0 ≥ ∫ ππ (π ) ππ − π ∫ π π+π−1 (1 − π )π (π − π) ππ . 1 This excludes π(1− ) = 0 if ∫0 π π+π−1 (1−π )π (π −π)ππ ≤ 0. Thus, we only need to find the increasing traveling wave fronts for 1 the case ∫0 π π+π−1 (1 − π )π (π − π)ππ > 0. We first prove the following two lemmas. Lemma 2. Assume that 0 < π0 < 1 and π1 (π), π2 (π) are solutions of (24) corresponding to different wave speeds π1 , π2 , respectively, where π1 (π0 ) ≥ π2 (π0 ) > 0, π1 (π) > π2 (π) > 0 for 0 < π < π0 , and π1 (π1 ) = π2 (π2 ) = π0 . Then, π1 (π1 − π ) < π π2 (π2 − π ) if 0 < π < ∫0 0 (πππ−1 /π2 (π))ππ and π1 (π1 − π ) = π0 π2 (π2 − π ) = 0 if π ≥ ∫0 (πππ−1 /π2 (π))ππ. π (π) ≤ ππ + πππ πππ−1 ππ ππ (π) π0 0 πππ = 0 if ∫ π0 0 πππ−1 ππ > π , ππ (π) πππ−1 ππ ≤ π , ππ (π) (31) as π σ³¨→ 0+ . (32) That is, π (π) ∼ ππ Therefore, π1 (π) > π2 (π) for sufficiently small π > 0. (ii) Consider the case π + π = 2. Similar to (i), we have π (π) ≥ ππ, (33) and, hence, π (π) ≤ (π + ππ ) π. π ππ , π (1 − π)π (π − π) π , π΄π = π + π΅π−1 ππ π΅π = π + , π = 2, 3, . . . , π΄ π−1 π΄ 1 = π, if ∫ ππ ππ+π−1 . π (π + π − 1) (34) Consider the sequences {π΄ π } and {π΅π }, where Proof. Recalling (19), we see that π0 (30) Integrating from 0 to π gives (25) π =∫ (29) We further have π (π) > 0 for π ∈ (0, π½) , π (28) π (π) ≥ ππ. π (0+ ) = 0, (27) (26) π΅1 = π + (35) Abstract and Applied Analysis 5 π π πΏ π1 π1 > π2 ππ (π) ππ1 (π) ππ2 (π) 0 π½2 1 π 0 1 (a) π (b) π π∗ (π) ππ (π) 0 1 π (c) Figure 3: The properties of the trajectory ππ (π). (a) The monotonicity of ππ (π) on π. (b) The trajectory ππ (π) wanders through πΏ π . (c) The trajectory ππ (π) intersects with π∗ (π) for large π. and π > 0 is sufficiently small. Noticing that π΄ 1 < π΅1 and π΄ 1 < π΄ 2 , by induction, we obtain π΄1 < π΄2 = π΄3 < π΄4 = π΄5 < ⋅ ⋅ ⋅ < π΄π < ⋅ ⋅ ⋅ < π΅π < ⋅ ⋅ ⋅ < π΅4 = π΅3 < π΅2 = π΅1 . For 0 < π < π, if π΄ π−1 π ≤ π (π) ≤ π΅π−1 π, (36) ≤π+ π ππ(1 − π) (π − πππ ) ππ =π+ ππ π π ππ(1 − π) (π − πππ ) ≤π+ π΄ π−1 π π ππ(1 − π) (π − πππ ) ππ =π+ ππ π π (37) ππ(1 − π) (π − πππ ) ≥π+ π΅π−1 π ≥π+ then ππ , π΄ π−1 (1 − π)π (π − π) π . π΅π−1 (38) Integrating from 0 to π yields π΄ π π ≤ π (π) ≤ π΅π π. (39) 6 Abstract and Applied Analysis Thus, we have Recalling (46), we see that ∗ lim π΄ π = π΄ (π) , lim π΅ π→∞ π π→∞ ∗ = π΅ (π) , (40) π΄∗ (π) π ≤ π (π) ≤ π΅∗ (π) π, with π΄∗ (π) and π΅∗ (π) satisfying π΄∗ (π) = π + 2ππ (π+π)/2 π + 2πππ+π−1 (1 − π) (π − π) π π+π ≥ 2π√ (1 − π)π (π − π) π , π΅∗ (π) π΅∗ (π) = π + ππ . π΄∗ (π) (41) Letting π → 0, we obtain + π (π(π+π)/2 ) , (50) which implies that lim π΄∗ (π) = lim π΅∗ (π) = π→0 ππ2 π = 2ππ + 2πππ+π−1 (1 − π) (π − πππ ) ππ √π2 π→0 + 4ππ + π . 2 (42) π2 (π) ≥ That is, π (π) ∼ √π2 + 4ππ + π π as π σ³¨→ 0+ . 2 2ππ π+π + + π (π(π+π+2)/2 ) . π π+π (43) ππ2 ≤ 2ππ + 2ππππ+π−1 ππ π (44) = 2π√ which means that π π2 (π) ≥ ∫ 2ππ π+π−1 (1 − π )π (π − π ) ππ 0 2ππ π+π = + π (ππ+π ) ; π π+π (45) 2ππ (π+π)/2 + 2ππππ+π−1 + π (π(π+π)/2 ) , π π+π (52) and, hence, π2 (π) ≤ that is, π (π) ≥ √ 2ππ (π+π)/2 + π (π(π+π)/2 ) . π π+π (46) π2 (π) = 2ππ (π+π+2)/2 4π 2ππ π+π √ + π π π+π+2 π+π π+π + π (π(π+π+2)/2 ) , π+π−1 πππ as π σ³¨→ 0+ , (54) √2ππ/(π + π)π(π+π)/2 + π (π(π+π)/2 ) ππ (π + π) (π+π−2)/2 + π (π(π+π−2)/2 ) . π 2 (47) which implies that π1 (π) > π2 (π) for sufficiently small π > 0. We claim that π1 (π) > π2 (π) for any π ∈ (0, π½2 ). Suppose for contradiction that there exists π0 ∈ (0, π½2 ) such that π1 (π0 ) = π2 (π0 ) = π0 and π1 (π) > π2 (π) for π ∈ (0, π0 ). Then, π1σΈ (π0 ) ≤ π2σΈ (π0 ) , That is, π (π) ≤ ππ + √ 2ππ (π+π)/2 + π (π(π+π)/2 ) . π π+π (48) π+π−1 ππ0 π (1 − π0 ) (π − π0π1 π ) π0 π+π−1 (49) (55) which means that π1 + Thus, we have 2ππ (π+π)/2 + π (π(π+π)/2 ) . π π (π) = √ π+π (53) Summing up, we arrive at ππππ+π−1 ππ ≤π+ ππ π =π+√ 2ππ (π+π+2)/2 4π √ π π+π+2 π+π 2ππ π+π + + π (π(π+π+2)/2 ) . π π+π Consequently, ≤π+ (51) On the other hand, by (49), we have Therefore, π1 (π) > π2 (π) for sufficiently small π > 0. (iii) Consider the case 1 < π + π < 2. Notice that ππ πππ+π−1 (1 − π) (π − π) ≥ , ππ π 2ππ (π+π+2)/2 4π √ π π+π+2 π+π ≤ π2 + ππ0 (56) π (1 − π0 ) (π − π0π2 π ) π0 ; Abstract and Applied Analysis 7 that is, 0 < π1 − π2 ≤ π+π−1 (1 ππ0 π − π0 ) π0 (π0π1 π − π0π2 π ) . (57) since π(π) is increasing in π. This implies that (π, π) wanders through increasing level sets with increasing π. See Figure 3(b). Let 1 π1 = π ∫ π π+π−1 (1 − π )π (π − π) ππ ; Thus, 0 π0π1 π > π0π2 π . (58) Denote that π1 (π1 ) = π2 (π2 ) = π0 . By Lemma 2, we have π1 (π1 − π1 π) ≤ π2 (π2 − π1 π) ≤ π2 (π2 − π2 π) , 2 1 πππ π = ππ ππ − πππ+π−1 (1 − π) (πππ π − π) , 2 ππ π = 1, 2. (60) By Lemma 2, for any π1 (π1 ) = π2 (π2 ) < π½2 , we have π1 (π1 − π1 π) ≤ π2 (π2 − π1 π) ≤ π2 (π2 − π2 π) , In what follows, we will see that π∗ (π) plays a special role for the proof of the main result. We first need a lemma as follows. Lemma 4. The trajectory ππ (π) of the problem (24) must intersect with π∗ (π) for sufficiently large π > 0. (See Figure 3(c).) (62) ππσΈ (π) ≥ π > 0. π+π−1 (63) (64) ππ (π0 ) = π+π−1 for any π ≥ 0. Clearly, for π = 0, the level sets {πΏ π } are exactly the trajectories of solutions to (12) or (15). Now, we define Notice that if (π, π) ∈ have πΏ+π (66) is a solution of the system (12), we ππ (π) π = ππσΈ + πππ+π−1 (1 − π) (π − π) πσΈ ππ π 1−π 2 π π π + πππ (1 − π) (π − πππ ) π π ≥ π1−π π2 π = > 0, (67) (71) (72) we have ππ0 π 1 = {(π, π) ∈ R2 ; π2 + π ∫ π π+π−1 (1 − π )π (π − π) ππ = π} 2 0 (65) π (1 − π0 ) (π0ππ − π) . π ππ (π0 ) > ππ (π) ≥ ππ, π (1 − π0 ) (π0ππ − π) > ππ2 . (73) Thus, π+π−1 ππ0 πΏπ πΏ+π = πΏ π ∩ {π > 0} . ππ0 Since namely, π1 (π½2 ) > 0. The proof is completed. To deal with the behavior of the trajectories ππ (π) of the problem (24), we introduce the level set (70) Let π0 ∈ (π, 1) be the first point such that ππσΈ (π0 ) = 0. Then, we have Letting π → π½2 gives π12 (π½2 ) ≥ π12 (π0 ) − π22 (π0 ) > 0; (69) π (61) for any π ∈ (0, π½2 ). Integrating the previous inequality from π0 to π for any 0 < π0 < π < π½2 yields π12 (π) > π22 (π) + π12 (π0 ) − π22 (π0 ) . 1 π∗ (π) = √ 2π ∫ π π+π−1 (1 − π )π (π − π) ππ . Proof. For any π ∈ (0, π], we have πππ ∈ (0, π], and since π1 > π2 . Thus, we obtain ππ12 ππ22 > ππ ππ we know that πΏ π1 passes through the critical point (1, 0). Denote that (59) which means that π0π1 π ≤ π0π2 π , a contradiction. In what follows, we will show that π1 (π½2 ) > 0. Recalling the first equation of (24), we infer that (68) π (1 − π0 ) (π0 − π) > ππ2 . (74) Denote that π π = max { π∈(π,1) πππ+π−1 (1 − π) (π − π) }. π (75) Then, for any π ≥ √π, (74) does not hold and ππ (π) is increasing on (π, 1). Therefore, ππ (π) must intersect with π∗ (π) for any π ≥ √π. The proof is completed. 1 Theorem 5. (i) If ∫0 π π+π−1 (1 − π )π (π − π)ππ ≤ 0, then there is no nontrivial nonnegative solution for problem (23). 1 (ii) If ∫0 π π+π−1 (1 − π )π (π − π)ππ > 0, then there exists a unique π1∗ > 0, such that the problem (23) admits a nonnegative solution π(π), and π(π) > 0 for any π ∈ (0, 1). 1 Proof. (i) The case ∫0 π π+π−1 (1 − π )π (π − π)ππ ≤ 0 has been discussed. (ii) We know that for any fixed π > 0, (π, ππ ) wanders through increasing level sets {πΏ π } strictly. Thus, (π, ππ ) 8 Abstract and Applied Analysis intersects with a level set πΏ π at most once. Let (ππ , ππ ) be the intersection point of (π, ππ ) with πΏ π1 . Then, if ππ > 0, we have π πππ+π−1 (1 − π) (π − π) σ΅¨σ΅¨σ΅¨σ΅¨ ππ∗ σ΅¨σ΅¨σ΅¨σ΅¨ σ΅¨σ΅¨ =− σ΅¨σ΅¨ σ΅¨σ΅¨ ππ σ΅¨σ΅¨π=ππ π∗ σ΅¨π=ππ π πππ+π−1 (1 − π) (πππ − π) σ΅¨σ΅¨σ΅¨σ΅¨ σ΅¨σ΅¨ ≤− σ΅¨σ΅¨ ππ σ΅¨π=ππ = Proof. The necessity is clear. Consider the sufficient one. Let π(π) > 0 for any π ∈ (0, 1) be a solution of the problem (23), and π(π) solves 1 1−π (83) π (π) π (π (π)) . π Without loss of generality, let π(0) = 1/2, and let (πΌ, π½) be the maximal existence interval of π such that 0 < π < 1. Firstly, we have πσΈ (π) = (76) πππ σ΅¨σ΅¨σ΅¨σ΅¨ − π. σ΅¨ ππ σ΅¨σ΅¨σ΅¨π=ππ σΈ σΈ (ππ ) (π) = πσΈ (π) πσΈ (π) π = (π − Define π1∗ πππ+π−1 (1 − π) (πππ − π) ) πσΈ π (84) π = ππσΈ − ππ (1 − π) (πππ − π) . = inf {π > 0; ππ intersects π∗ at (ππ , ππ ) with ππ ∈ (0, 1]} . (77) 4, π1∗ By Lemma is well defined. In what follows, we will show that π1∗ is just the desired wave speed. We first have π1∗ > 0. Indeed, when π = 0, the first equation of (24) becomes π πππ+π−1 (1 − π) (π − π) ππ0 . =− ππ π0 σΈ (85) Therefore, if πΌ > −∞ and πσΈ (πΌ+ ) =ΜΈ 0, π(π) is a sharp-type traveling wave front; if πΌ = −∞ or πσΈ (πΌ+ ) = 0, π(π) is a smooth-type traveling wave front. Theorem 5 and Proposition 6 imply the following result. (79) Theorem 7. (i) If ∫0 π π+π−1 (1 − π )π (π − π)ππ ≤ 0, then there is no increasing traveling wave front for the problem (8)-(9). 1 (ii) If ∫0 π π+π−1 (1 − π )π (π − π)ππ > 0, then there is a unique wave speed π1∗ > 0, such that the problem (8)-(9) admits an increasing traveling wave front. π 0 Then, there exists π0 ∈ (π, 1) such that π0 (π0 ) = 0, (80) π since − π ) (π − π)ππ > 0. The continuous dependence of ππ on π ensures that ππ goes to zero before reaching π∗ for sufficiently small π > 0. Thus, π1∗ > 0. In addition, by Lemma 3, we know that ππ is decreasing on π. Assume that lim ππ = ππ1∗ . (81) πβπ1∗ If ππ1∗ < 1; namely, ππ1∗ > 0, then by (76), we arrive at σΈ σΈ (ππ ) (πΌ) = (ππ ) (π½) = 0. π (π½) = 1, 1 π02 (π) = −2π ∫ π π+π−1 (1 − π )π (π − π) ππ . σΈ ππσΈ ∗ (ππ1∗ ) ≥ π∗ (ππ1∗ ) + π1∗ > π∗ (ππ1∗ ) . 1 π (π) = 0 for πΌ − ππ < π ≤ πΌ, (78) Noticing that π0 (0+ ) = 0, we have 1 ∫0 π π+π−1 (1 Moreover, (82) So, there exists ππ1∗ < π1 < 1, such that ππ1∗ (π1 ) > π∗ (π1 ). By the continuous dependence of ππ on π, there is π > 0 with π < π1∗ and close to π1∗ sufficiently such that ππ (π1 ) ≥ π∗ (π1 ), which implies that ππ intersects with π∗ . This contradicts the definition of π1∗ . Thus, ππ1∗ = 1, which implies ππ1∗ = 0. Moreover, by Lemma 3, for π > π1∗ , we have ππ (1) > 0. However, if 0 < π < π1∗ , there exists ππ with π < ππ < 1 such that ππ (π) → 0 as π β ππ . The proof is completed. Proposition 6. π(π) is a monotone increasing sharp- or smooth-type traveling wave front of the problem (8)-(9) for some fixed π > 0, if and only if π(π) with π(π) > 0 for any π ∈ (0, 1) is a solution of the problem (23). Furthermore, we have the following results. Theorem 8. Let π(π) be the traveling wave front of the problem (8)-(9) corresponding to the wave speed π1∗ . (i) If π < 2, then π(π) is a smooth-type traveling wave front. (ii) If π = 2, then πσΈ (ππ+ ) = π1∗ /2 and π(π) is a sharp-type traveling wave front. (iii) If π > 2, then πσΈ (ππ+ ) = +∞ and π(π) is a sharp-type traveling wave front. Proof. (i) If 0 < π ≤ 1, it is easy to see that 1 1−π + (86) (ππ ) π (ππ+ ) = 0. π π If 1 < π < 2, from the proof of Lemma 3, we see that when π > 0 is sufficiently small, πσΈ (ππ+ ) = π (π) = π1∗ π + π (π) , π (π) = √π1∗2 + 4ππ + π1∗ π (π) = √ 2 π + π (π) , π + π > 2; π + π = 2; 2ππ (π+π)/2 + π (π(π+π)/2 ) , π π+π 1 < π + π < 2. (87) Abstract and Applied Analysis 9 for 1 < π + π < 2, Since πσΈ (π) = 1 1−π π (π) π (π) , π (88) ππ2 (π) = we have πσΈ (π) = π1∗ 2−π π (π) + π (π2−π (π)) , π √π1∗2 + 4ππ + π1∗ πσΈ (π) = 2π 2ππ π+π + π (π(π+π+2)/2 ) , π π+π + π + π > 2; ππΜ22 π2−π (π) + π (π2−π (π)) , 2ππ π+π + π (π(π+π+2)/2 ) . π π+π + 2π π(2−π+π)/2 (π) + π (π(2−π+π)/2 (π)) , π (π + π) Since π > πΜ2 , we have 1 < π + π < 2. (89) Thus, πσΈ (ππ+ ) = 0. π1∗ . 2 π (ππ+ ) (91) ππσΈ (π0 ) ≤ ππΜσΈ 2 (π0 ) ; = +∞. (92) π+π−1 0 < π − πΜ2 ≤ Theorem 9. π1∗ (π) is nonincreasing in delay π; namely, if π1 > π2 , then π1∗ (π1 ) ≤ π1∗ (π2 ). Proof. Suppose for contradiction that there exist time delays π1 and π2 , with π1 > π2 and π1∗ (π1 ) > π1∗ (π2 ). Denote that πΜ1 = π1∗ (π1 ) and πΜ2 = π1∗ (π2 ) for simplicity. Take π such that πΜ2 < π < πΜ1 . (93) In what follows, denote the solutions of (24) corresponding to wave speed and time delay (Μπ1 , π1 ), (π, π1 ), (Μπ2 , π2 ) by ππΜ1 , ππ , ππΜ2 , respectively. Similar to the proof of Lemma 3, we know that when π > 0 is sufficiently small, for π + π > 2, ππ (π) = ππ + π (π) , ππΜ2 (π) = πΜ2 π + π (π) ; (94) for π + π = 2, ππΜ2 (π) = (98) that is, The proof is completed. ππ (π) = (97) for sufficiently small π > 0. Furthermore, we claim that ππ (π) > ππΜ2 (π) for π ∈ (0, 1). Otherwise, there exists π0 ∈ (0, 1) such that ππ (π) > ππΜ2 (π) for π ∈ (0, π0 ), and ππ (π0 ) = ππΜ2 (π0 ) = π0 . Then, we have (iii) If π > 2, we have σΈ ππ (π) > ππΜ2 (π) (90) (ii) If π = 2, we have πσΈ (ππ+ ) = (96) 4Μπ2 2ππ (π+π+2)/2 √ (π) = π π+π+2 π+π π + π = 2; πσΈ (π) = √ 2ππ (π+π+2)/2 4π √ π π+π+2 π+π √π2 + 4ππ + π 2 π (1 − π0 ) (π0ππ1 − π0Μπ2 π2 ) π0 π + π (π) ; (99) 3. Existence of Decreasing Traveling Waves In this section, we aim to find a solution π(π) of the problem (23) with π(π) < 0 for π ∈ (0, 1). We first introduce a comparison lemma. Lemma 10. Let π’, V be the solutions of the following problems, respectively: π πππ+π−1 (1 − π) (π − π) ππ’ =π− ππ π’ π (95) , which implies π0ππ1 > π0Μπ2 π2 . On the other hand, by Lemma 2, we have π0ππ1 ≤ π0Μπ2 π2 , a contradiction. Similarly, we can get ππΜ1 (π) > ππ (π). From the uniqueness of wave speed on any fixed π > 0, this contradicts the definition of πΜ1 . πππ+π−1 (1 − π) (1 − π) πV =π− ππ V π + π (π) , √Μπ22 + 4ππ + πΜ2 2 ππ0 for π < 1, π’ (1− ) = 0, for π < 1, V (1− ) = 0. (100) And let π solve the problem (23). Then, π(π) ≤ π’(π) ≤ V(π)for 10 Abstract and Applied Analysis π < 1 if π, π’, V are positive, while V(π) ≤ π(π) ≤ π’(π) for π < 1 if π, π’, V are negative. Proof. Notice that πππ ≤ π when π is positive, and thus 1 ππ2 π − ππ = −πππ+π−1 (1 − π) (πππ − π) 2 ππ π ≥ −πππ+π−1 (1 − π) (π − π) = (101) 1 ππ’2 − ππ’; 2 ππ 1 Hence, π(0+ ) = 0 is impossible if ∫0 π π+π−1 (1 − π )π (π − π)ππ ≥ 0. So, we only need to find the decreasing traveling wave 1 fronts for the case ∫0 π π+π−1 (1 − π )π (π − π)ππ < 0. We first give the following three lemmas. Lemma 11. Assume that 0 < π0 < 1 and π1 (π), π2 (π) are solutions of (106) corresponding to different wave speeds π1 , π2 , respectively, where π1 (π0 ) ≤ π2 (π0 ) < 0, π1 (π) < π2 (π) < 0 for π0 < π < 1, and π1 (π1 ) = π2 (π2 ) = π0 . Then, π1 (π1 − π ) > 1 π2 (π2 − π ) if 0 < π < ∫π (πππ−1 / − π2 (π))ππ, and π1 (π1 − π ) = 0 1 π2 (π2 − π ) = 1 if π ≥ ∫π (πππ−1 / − π2 (π))ππ. 0 that is, Proof. The proof is similar to that of Lemma 2. π (π2 − π’2 ) ππ − 2π (π2 − π’2 ) π (π) ≥ 0, (102) (103) Lemma 12. For any given π > 0, and π1 > π2 ≥ 0, let π1 (π), π2 (π) be solutions of (106) corresponding to π1 , π2 , respectively. Then, π1 (π) < π2 (π) for any π ∈ (πΌ2 , 1), where (πΌ2 , 1) is the maximal existence interval of the solution π2 (π) < 0. In addition, π1 (πΌ2 ) < 0. (See Figure 4(a).) (104) Proof. We first show that π1 (π) < π2 (π) if π is in a sufficiently small left neighborhood of 1. The argument consists of three cases, π > 1, π = 1, and π < 1. (i) Consider the case π > 1. According to (106), we have where π (π) = 1 . π+π’ Consequently, 1 2π ∫π π(π )ππ π ((π2 − π’2 ) π ) ππ ≥ 0. π πππ+π−1 (1 − π) (πππ − π) ππ =π− . ππ π Integrating from π to 1 yields π2 (π) − π’2 (π) ≤ 0, (105) and so π(π) ≤ π’(π) if π, π’ > 0. Similarly, π’(π) ≤ V(π) if π’, V > 0. The proof for π, π’, V < 0 is similar and omitted here. Since π < 0, we see that π(π) is decreasing in π, and so πππ (π) ≥ π(π). To get the behavior of the trajectories ππ (π) of (23), we have to study the trajectories starting from (1, 0), since the property of ππ at π depends on the behavior of ππ at πππ closely. Consider the following problem: π+π−1 ππ ππ =π− ππ Noticing that πππ ≥ π, we have for π ≥ π that ππ ≥ π. ππ −π (π) ≥ π (1 − π) . π πππ+π−1 (1 − π) (πππ − π) ππ =π− ππ π for π ∈ (πΌ, 1) , π π (1 ) = 0, for π ∈ (πΌ, 1) , (106) where (πΌ, 1) with πΌ ≥ 0 is the maximal existence interval of the solution π(π) < 0. By (106), 1 1 1 2 π (π) = − ∫ ππ (π ) ππ + π ∫ π π+π−1 (1 − π )π (π ππ − π) ππ 2 π π 1 1 π π π+π−1 ≥ − ∫ ππ (π ) ππ + π ∫ π (110) We further have − π (π) < 0 (109) Integrating from π to 1 yields π (1 − π) (πππ − π) π (108) π (1 − π ) (π − π) ππ . (107) ≤π+ πππ+π−1 (1 − π) (πππ − π) π (1 − π) ≤π+ π (1 − π) π−1 (1 − π) . π (111) Integrating from π to 1 gives −π (π) ≤ π (1 − π) + π (1 − π) π (1 − π) . ππ (112) as π σ³¨→ 1− . (113) Thus, π (π) ∼ π (π − 1) , Therefore, π1 (π) < π2 (π) in a left neighborhood of π = 1. Abstract and Applied Analysis 11 π π 0 1 πΌ2 0 π 1 π ππ2 (π) ππ (π) ππ1 (π) π1 > π2 π π2 (a) (b) π 0 1 π ππ (π) πΜ ∗ (π) (c) Figure 4: The properties of the trajectory ππ (π). (a) The monotonicity of ππ (π) on π. (b) The trajectory ππ (π) wanders through π π . (c) The trajectory ππ (π) intersects with πΜ∗ (π) for large π. (ii) When π = 1, consider the following two systems: πσΈ (π) = π’1σΈ (π) = 1 π ) (115) π=( π 1−π π at (1, 0). By a simple calculation, we get the eigenvalues of the matrix π as 0 π 1−π π π (π) π’1 (π) − π(π) (1 − π (π)) (π (π) − π) , π πσΈ (π) = π’2σΈ (π) = 1 1−π π (π) π’1 (π) , π Notice that the right hand side of the previous two systems shares the same Jacobian matrix 1 1−π π (π) π’2 (π) , π π 1−π π π (π) π’2 (π) − π(π) (1 − π (π)) (1 − π) . π π+ = (114) π + √π2 + 4π (1 − π) , 2π π− = π − √π2 + 4π (1 − π) . 2π (116) 12 Abstract and Applied Analysis It is easy to see that (1, 0) is a saddle point. And the eigenvector associated with the eigenvalue π + can be 1 π=( ). ππ + Thus, we have −π (π) = √ (117) We express the local explicit solutions of the problem (114) in the left neighborhood of (1, 0) to reach 2 π (π) = 1 − πππ + π + O ((1 − π) ) , π’π (π) = −πππ + ππ + π + O (π’π2 ) , (118) π = 1, 2. Recalling (123), we see that − ππ2 π = −2ππ + 2πππ+π−1 (1 − π) (πππ − π) ππ Therefore, near (1, 0), we have π’π ∼ ππ + (π − 1) = ≥ 2π√ π + √π2 + 4π (1 − π) (π − 1) , 2 π = 1, 2. π + √π2 + 4π (1 − π) π (π) ∼ (π − 1) , 2 π as π σ³¨→ 1− . (120) π2 (π) ≥ 2π (1 − π) 4π (π+3)/2 √ (1 − π) π+3 π+1 2π (1 − π) π+1 π+1 + (1 − π) + π ((1 − π) ) . π+1 π ππ πππ+π−1 (1 − π) (π − π) ≥ , ππ π (121) which means that 1 π (122) 2π (π − 1) π+1 π+1 (1 − π) + π ((1 − π) ) ; π+1 ), (127) ππ2 π ≤ −2ππ + 2π (1 − π) (1 − π) ππ = 2π√ 2π (1 − π) (π+1)/2 π + 2π (1 − π) (1 − π) (1 − π) π+1 + π ((1 − π) that is, (128) On the other hand, by (126), we have − −π2 (π) ≤ ∫ 2ππ π+π−1 (1 − π )π (π − π ) ππ (π+1)/2 ), (129) 2π (1 − π) (π+1)/2 (π+1)/2 −π (π) ≥ √ + π ((1 − π) ). (1 − π) π+1 (123) Consequently, and, hence, π2 (π) ≤ π π (1 − π) (1 − π) (π+1)/2 √2π (1−π) / (π+1)(1−π) = π+ √ 2π (1 − π) 4π (π+3)/2 √ (1 − π) π+3 π+1 2π (1 − π) π+1 π+1 + (1 − π) + π ((1 − π) ) . π+1 π (1 − π) (1 − π) ππ ≤π− ππ π ≤ π+ (π+1)/2 which implies that Thus, π1 (π) < π2 (π) in a left neighborhood of π = 1. (iii) Consider the case 0 < π < 1. Notice that = 2π (1 − π) (π+1)/2 (1 − π) π+1 + 2πππ+π−1 (1 − π) (π − π) + π ((1 − π) (119) By the comparison lemma, π’2 ≤ π ≤ π’1 , which implies 2π (1 − π) (π+1)/2 (π+1)/2 + π ((1 − π) ). (1 − π) π+1 (126) π (130) Summing up, we arrive at (π+1)/2 +π ((1−π) ) π (1 − π) (π + 1) (π−1)/2 (π−1)/2 +π ((1−π) ). (1−π) 2 (124) π2 (π) = 2π (1 − π) 4π (π+3)/2 √ (1 − π) π+3 π+1 + 2π (1 − π) π+1 π+1 (1 − π) + π ((1 − π) ) , π+1 (131) as π σ³¨→ 1− , That is, −π (π) ≤ π (1 − π) + √ 2π (1 − π) (π+1)/2 (1 − π) π+1 (π+1)/2 + π ((1 − π) ). (125) which implies that π1 (π) < π2 (π) in a left neighborhood of π = 1. The proof for the claims that π1 (π) < π2 (π) for any π ∈ (πΌ2 , 1) and π1 (πΌ2 ) < 0 is similar to the proof of Lemma 3 and omitted here. Abstract and Applied Analysis 13 Similar to Section 2, we denote level set π π by Thus, π+π−1 ππ0 π π 1 1 = {(π, π) ∈ R2 ; π2 − π ∫ π π+π−1 (1 − π )π (π − π) ππ = π} 2 π (132) for any π ≥ 0, and correspondingly, define π π− = π π ∩ {π < 0} . (133) Notice that if (π, π) ∈ π π− solves system (12), then π 1−π 2 π π π + πππ (1 − π) (π − πππ ) π π ≥ π1−π π2 π (134) 0 (135) we know that π π2 passes through the critical point (0, 0). Denote that π πΜ∗ (π) = −√ −2π ∫ π π+π−1 (1 − π )π (π − π) ππ . Μ = max { π π∈(0,π) π πππ+π−1 (1 − π) (π − π) }. 1−π (142) Μ (141) does not hold, and ππ (π) is inThen, for any π ≥ √π, creasing on (0, π). Therefore, ππ (π) must intersect with πΜ∗ (π) Μ The proof is completed. for any π ≥ √π. Theorem 14. (i) If ∫0 π π+π−1 (1 − π )π (π − π)ππ ≥ 0, then there is no nontrivial nonpositive solution for the problem (23). 1 (ii) If ∫0 π π+π−1 (1 − π )π (π − π)ππ < 0, then there exists a unique π2∗ > 0, such that the problem (23) admits a nonpositive solution π(π), and π(π) < 0 for any π ∈ (0, 1). π2∗ since π(π) is decreasing in π. This implies that the trajectory (π, π) of (106) wanders through increasing level sets with increasing π. See Figure 4(b). Letting 1 Denote that Proof. The proof is similar to that of Theorem 5, and > 0, π2 = −π ∫ π π+π−1 (1 − π )π (π − π) ππ , (141) 1 ππ (π) π = ππσΈ + πππ+π−1 (1 − π) (π − π) πσΈ ππ = π (1 − π0 ) (π0 − π) < (π − 1) π2 . = inf {π > 0; ππ intersects πΜ∗ at (ππ , πΜπ ) with ππ ∈ [0, 1)} . (143) Proposition 15. π(π) is a monotone decreasing sharp- or smooth-type traveling wave front of the problem (10)-(11) for some fixed π > 0, if and only if π(π) with π(π) < 0 for any π ∈ (0, 1) is a solution of the problem (23). Proof. The proof is similar to that of Proposition 6. (136) Theorem 14 and Proposition 15 imply the following result. Lemma 13. The trajectory ππ (π) of the problem (106) must intersect with πΜ∗ (π) for sufficiently large π > 0. (See Figure 4(c).) Theorem 16. (i) If ∫0 π π+π−1 (1 − π )π (π − π)ππ ≥ 0, then there is no decreasing traveling wave front for the problem (10)-(11). 1 (ii) If ∫0 π π+π−1 (1 − π )π (π − π)ππ < 0, then there is a unique wave speed π2∗ > 0, such that the problem (10)-(11) admits a decreasing traveling wave front. 0 1 We introduce the following lemma. Proof. For any π ∈ [π, 1), we have πππ ∈ [π, 1) and ππσΈ (π) ≥ π > 0. Furthermore, we have the following results. (137) Let π0 ∈ (0, π) be the first point such that ππσΈ (π0 ) = 0. Then, we have π+π−1 ππ (π0 ) = ππ0 π (1 − π0 ) (π0ππ − π) . π Theorem 17. The traveling wave front π(π) of the problem (10)(11) corresponding to the wave speed π2∗ obtained earlier is of smooth type. Proof. It is easy to see that ππ ≤ 0, ππ (138) Since as π σ³¨→ 0+ . (144) Thus, ππ (π0 ) < ππ (π) ≤ (π − 1) π, (139) we have π+π−1 ππ0 π (1 − π0 ) (π0ππ − π) < (π − 1) π2 . (140) π π≥ πππ+π−1 (1 − π) (ππ2∗ π − π) ππ ≥ − ∗ ππ+π−1 . π2 π2∗ (145) 14 Abstract and Applied Analysis Recalling that πσΈ (π) = we know that − 1 1−π π (π) π (π) , π (146) It is easy to prove that π(π) ≥ π’(π) when ππ1∗ π ≥ (1 + π)/2. Now, we construct a function π’ satisfying (152). Let π π’ = π΄(1 − π) . π π π (π) ≤ πσΈ (π) ≤ 0, π2∗ (147) Then, π’ satisfies (152) if and only if π΄2 π(1 − π) which means that πσΈ (πΜπ− ) = 0. (148) 2π−1−π + π1∗ π΄(1 − π) π−π π (1 − π) 1 + π π+π−1 ≤ . ( ) 2 2 The proof is completed. Theorem 18. π2∗ (π) is nonincreasing in delay π; namely, if π1 > π2 , then π2∗ (π1 ) ≤ π2∗ (π2 ). (153) (154) Take π = max { Proof. The proof is similar to that of Theorem 9. 1+π , π} . 2 (155) Then, (154) holds when π΄ is appropriately small. Thus, π π (π) ≥ π΄(1 − π) , 4. Asymptotic Behavior of the Traveling Wave Solutions In this section, we first pay our attention to the finiteness of ππ , ππ , πΜπ , πΜπ . On the basis of this, the convergent rates of π going to the steady states at far-field are discussed. with π = max{(1 + π)/2, π} and π΄ appropriately small. Since π(π) is the solution of the problem (8)-(9), there exists π0 < 1 with 1 − π0 small enough such that when π0 < π < 1, π (π) − π (π0 ) = ∫ Theorem 19. Let π(π) be the increasing traveling wave solution of the problem (8)-(9) corresponding to the unique wave speed π1∗ . (i) If 0 < π < 1, then ππ < +∞. (ii) If π ≥ 1, then ππ = +∞. More precisely, π0 ∗2 +4π(1−π)−π∗ )/2π)π 1 ππ ≤ 0, ππ as π σ³¨→ +∞; (149) , as π σ³¨→ 1− . (158) π as π σ³¨→ +∞. π≤ (150) Proof. (i) For (1 + π)/2 ≤ ππ1∗ π < 1, we have (1 + π)/2 ≤ ππ1∗ π ≤ π ≤ 1, and 1 ππ2 π − π1∗ π = −πππ+π−1 (1 − π) (ππ1∗ π − π) 2 ππ π (1 − π) 1 + π π+π−1 π (1 − π) . ≤− ( ) 2 2 Consider the following inequality problem: for π ≤ 1, π’ (1− ) = 0, for π < 1. πππ+π−1 (1 − π) (ππ1∗ π − π) π1∗ π ≤ πππ+π−1 (1 − π) (π − π) , π1∗ ππ π−1 π (π) − π (π0 ) = ∫ ππ π0 π (π ) π (151) π ≥∫ π0 π (1 − π) 1 + π π+π−1 1 ππ’2 π (1 − π) , − π1∗ π’ ≥ − ( ) 2 ππ 2 2 π’ (π) > 0, (157) Thus, (b) when π = 1, one has 1 − π (π) ∼ π−((√π1 ππ π−1 ππ π (π ) π π π π−1 ππ . ≤ ∫ π΄ π0 (1 − π )π 1/(1−π) , π When 0 < π < 1, π(π) < +∞ as π → 1− . Thus, ππ < +∞. (ii) It is easy to see that (a) when π > 1, one has (1 − π) (π − 1) π) 1 − π (π) ∼ ( π1∗ (156) (159) π1∗ ππ . π π (1 − π )π (π − π) Letting π → 1, we obtain lim π (π) = +∞; (160) ππ = +∞. (161) π → 1− (152) that is, Abstract and Applied Analysis 15 For any π > 0, when π approaches 1 enough, we have ππ1∗ π > 1 − π. Consider the following two problems: 2 1 ππ’ π − π1∗ π’ ≤ −πππ+π−1 (1 − π) (1 − π) , 2 ππ for π ≤ 1, (162) (163) π1 (π (1 − π))2/(π−1) π2/(π−1) π π’ = π΄(1 − π) . (164) Μ= π΄ π−π 2 π1∗ π (1 − π) (175) π (1 − π) π ≤ π (π) ≤ (1 − π) . π1∗ Noticing that π (1 − π) π΄= . π1∗ (166) π (π) = π (π0 ) + ∫ π π0 When π = 1, take ππ π−1 ππ , π (π ) (176) we have π = 1, + 4π (1 − π) − 2 π1∗ (167) . πΜ Μ − π) . V = π΄(1 π1∗ (1 − π) (π − 1) π−1 ≤ lim− π (π) (1 − π) Then, π’ is a solution of problem (162). On the other hand, let (177) π→1 (168) Then, V satisfies (163) if and only if Μ (174) . Then, (169) is ensured. Summing up, for any π < 1 with ππ1∗ π > 1 − π, when π > 1, ≥ π (1 − π) ππ+π−1 . (165) When π > 1, take π΄= (173) √π1∗2 + 4π (1 − π − π) (1 − π)π+π−1 − π1∗ π (1 − π − π) (1 − π)π+π−1 (1 − π(π−1)/2 ) Then, π’ satisfies (162) if and only if √π1∗2 }, (169) holds. When π = 1, take πΜ = 1, and It is easy to prove that V(π) ≤ π(π) ≤ π’(π) when π < 1 with ππ1∗ π > 1 − π. In what follows, we construct two functions π’ and V satisfying (162) and (163), respectively. Let π = π, (172) ∗4/(π−1) for π < 1. + π1∗ π΄(1 − π) . π1∗ π ≤ min {1 − π, V (1− ) = 0, 2π−1−π π (1 − π − π) (1 − π)π+π−1 (1 − π(π−1)/2 ) Then, when 1 πV2 π − π1∗ V ≥ −πππ+π−1 (1 − π) (1 − π − π) , 2 ππ for π ≤ 1, (171) Take Μ= π΄ π’ (π) > 0 for π < 1, π΄2 π(1 − π) Μ2 ππ(π−1)/2 ≤ π (1 − π − π) (1 − π)π+π−1 , π΄ Μ ≤ π (1 − π − π) (1 − π)π+π−1 (1 − π(π−1)/2 ) . π1∗ π΄ π’ (1− ) = 0, V (π) > 0 which holds if Μ Μ − π)2π−1−π + π∗ π΄(1 Μ − π)π−π ≤ π (1 − π − π) ππ+π−1 . Μ2 π(1 π΄ 1 (169) When π > 1, take πΜ = π; then, (169) is ensured by ≤ (1 − π − π) (1 − π) (1 − π(π−1)/2 ) (π − 1) ; that is, 1/(1−π) (1 − π) (π − 1) ) ( π1∗ ≤ lim (1 − π (π)) π1/(π−1) π → +∞ Μ2 πππ−1 + π∗ π΄ Μ π΄ 1 ≤ π (1 − π − π) (1 − π)π+π−1 (1 − π(π−1)/2 + π(π−1)/2 ) , (170) π1∗ π+π−1 ≤( (1 − π − π) (1 − π)π+π−1 (1 − π(π−1)/2 ) (π − 1) π1∗ 1/(1−π) ) . (178) 16 Abstract and Applied Analysis When π = 1, √π1∗2 + 4π (1 − π − π) (1 − π)π+π−1 − π1∗ 2 (c) when 1 < π + π < 2, noticing that π ≤ min{π, 1}, then π ≤ π; if π = π, one has ≤ π (π) ≤ π (π) ∼ π(√a/π)π , (1 − π) 2 2/(π−π) (1 − π) . π − π 2ππ √ π (π) ∼ ( π) 2π π+π A direct calculation gives − ≤− π (π) ln (1 − π) π (π) = π (π0 ) − ∫ √π1∗2 + 4π (1 − π − π) (1 − π)π+π−1 − π1∗ ; π (π) = π΄ππΎ + π (ππΎ ) , −((√π1∗2 +4π(1−π)−π1∗ )/2π)π π ≤ 1 − π (π) (181) √π1∗2 +4π(1−π−π)(1−π)π+π−1 −π1∗ )/2π)π π (π) = π1∗ π + π (π) . (i) If π > min{π, 1}, then ππ > −∞. π→0 (182) π (π) = as π σ³¨→ −∞; (183) (184) as π σ³¨→ −∞, and if π < 1, one has π (π) ∼ ( (π − 1) (√π1∗2 + 4ππ + π1∗ ) 2π 1/(π−1) π) , as π σ³¨→ −∞; √π1∗2 + 4ππ + π 2 π + π (π) . (193) If π = 1, we have (b) when π + π = 2, if π = 1, one has , (192) When π + π = 2, as π σ³¨→ −∞, 1/(π−1) ∗2 +4π+π∗ )/2)π 1 π (π) π = . ππ−1 (π − 1) π1∗ If π < 1, and if π < 1, one has π (π) ∼ π((√π1 (191) π→0 lim+ (a) when π + π > 2, if π = 1, one has , (190) π (π) 1 = ∗. ln π π1 lim+ (ii) If π ≤ min{π, 1}, then ππ = −∞. More precisely, (π − 1) π1∗ π) π (189) If π = 1, we have Theorem 20. Let π(π) be the increasing traveling wave solution of the problem (8)-(9) corresponding to the unique wave speed π1∗ . ∗ (188) where πΎ = 1 for π + π ≥ 2, and πΎ = (π + π)/2 for 1 < π + π < 2. It is clear that π(π) → −∞ as π → 0+ if πΎ ≥ π, and π(π) is finite as π → 0+ if πΎ < π. That is, if π > min{π, 1}, then ππ > −∞; however, if π ≤ min{π, 1}, then ππ = −∞. Furthermore, notice that as π → 0+ , when π + π > 2, . By the arbitrariness of π > 0, (149)-(150) hold. π (π) ∼ ππ1 π , ππ π−1 ππ . π (π ) From the proof of Lemma 3, we see that when π > 0 is sufficiently small, that is, ≤ π−(( π0 π (180) 2π π (π) ∼ ( as π σ³¨→ −∞. Proof. For any π0 ∈ (0, π), we see that √π1∗2 + 4π (1 − π) − π1∗ π→1 , (187) 2π ≤ lim− (186) and if π < π, one has (179) √π1∗2 + 4π (1 − π) − π1∗ as π σ³¨→ −∞, ∗ ∗2 π (π) √π1 + 4π − π1 lim = . π → 0+ ln π 2π (194) ∗ ∗2 π (π) √π1 + 4ππ − π1 lim = . π → 0+ ππ−1 2π (π − 1) (195) If π < 1, When 1 < π + π < 2, (185) π (π) = √ 2ππ (π+π)/2 + π (π(π+π)/2 ) . π π+π (196) Abstract and Applied Analysis 17 If π = π, we have lim+ π→0 π (π) π = . √π ln π (197) (i) If π < min{π, 1}, then πΜπ < +∞. (ii) If π ≥ min{π, 1}, then πΜπ = +∞. More precisely, If π < π, π (π) lim+ π → 0 π(π−π)/2 = Theorem 22. Let π(π) be the decreasing traveling wave solution of the problem (10)-(11) corresponding to the unique wave speed π2∗ . π+π 2π √ . π − π 2ππ (198) (a) when π + π > 2, if π > 1, one has π (π) ∼ ( By a simple calculation, (182)–(187) hold. Theorem 21. Let π(π) be the decreasing traveling wave solution of the problem (10)-(11) corresponding to the unique wave speed π2∗ . (i) If 0 < π < 1, then πΜπ > −∞. (ii) If π ≥ 1, then πΜ = −∞. More precisely, , as π σ³¨→ +∞, (205) and if π = 1, one has ∗ π (π) ∼ π−(π/π2 )π , (a) when π > 1, one has ∗ 1/(1−π) as π σ³¨→ +∞; (206) (b) when π + π = 2, if π > 1, one has π 1 − π (π) ∼ π(π2 /π)π , π (π − 1) π) π2∗ as π σ³¨→ −∞; (199) π (π) ∼ ( (1 − π) (√π2∗2 + 4ππ − π2∗ ) 2π (b) when π = 1, one has 1/(π−1) π) , (207) as π σ³¨→ +∞, ∗2 +4π(1−π)+π∗ )/2π)π 2 1 − π (π) ∼ π((√π2 , as π σ³¨→ −∞. (200) ∗2 +4π−π∗ )/2)π 2 π (π) ∼ π−((√π2 Proof. Let π0 approach 1 enough. Then, we have π0 π (π0 ) − π (π) = ∫ π and if π = 1, one has ππ π−1 ππ . π (π ) (201) , as π σ³¨→ +∞; (208) (c) when 1 < π + π < 2, noticing that π ≥ min{π, 1}, then π ≥ π; if π > π, one has 2/(π−π) From the proof of Lemma 12, we see that π (π) ∼ ( πΎ π (π) ∼ π΄(1 − π) , (202) π − π 2ππ √ π) 2π π+π , as π σ³¨→ +∞, (209) − as π → 1 , where πΎ = 1 for π ≥ 1, and πΎ = (π + 1)/2 for 0 < π < 1. It is clear that π(π) → −∞ as π → 1− if πΎ ≥ 1, and π(π) is finite as π → 1− if πΎ < 1. That is, if 0 < π < 1, then πΜπ > −∞; however, if π ≥ 1, then πΜπ = −∞. Furthermore, notice that as π → 1− , when π > 1, π→1 (203) π (π) π = . ln (1 − π) π2∗ When π = 1, π (π) = √π2∗2 + 4π (1 − π) + π2∗ 2 as π σ³¨→ +∞. 1 ππ2 π − π2∗ π = −πππ+π−1 (1 − π) (ππ2∗ π − π) 2 ππ ππ π π ≥ (1 − ) ππ+π−1 . 2 2 (π − 1) + π (π − 1) , (210) (204) (211) Consider the following inequality problem: 1 ππ’2 ππ π π − π2∗ π’ ≤ (1 − ) ππ+π−1 , 2 ππ 2 2 π (π) 2π lim− . = π → 1 ln (1 − π) √π2∗2 + 4π (1 − π) + π2∗ This yields (199)-(200). π (π) ∼ π−(√π/π)π , Proof. (i) For 0 < ππ2∗ π ≤ π/2, we have 0 ≤ π ≤ ππ2∗ π ≤ π/2, and π (π) = π2∗ (π − 1) + π (π − 1) , lim− and if π = π, one has π’ (0+ ) = 0, π’ (π) < 0, for π > 0. for π ≥ 0, (212) 18 Abstract and Applied Analysis It is easy to prove that π(π) ≤ π’(π) when ππ2∗ π ≤ π/2. Now, we construct a function π’ satisfying (212). Let π’ = −π΅ππ . For any 0 < π < π, when π approaches 0 enough, we have ππ2∗ π < π. Consider the following problem: 1 ππ’2 π − π2∗ π’ ≤ πππ+π−1 (1 − π) (π − π) , 2 ππ (213) Then, π’ satisfies (212) if and only if π΅2 ππ2π−π−π + π2∗ π΅ππ−π−π+1 ππ π π ≤ (1 − ) . 2 2 π’ (0+ ) = 0, (214) π’ (π) < 0, (215) It is easy to prove that π(π) ≤ π’(π) when π > 0 with ππ2∗ π < π. In what follows, we construct a function π’ satisfying (223). Let π’ = −π΅ππ . Then, (212) holds when π΅ is appropriately small. Thus, π (π) ≤ −π΅ππ , (216) with π = max{(π + π)/2, π + π − 1} and π΅ appropriately small. Since π(π) is the solution of the problem (10)-(11), there exists π0 > 0 sufficiently small such that π (π) − π (π0 ) = − ∫ π0 π ππ π−1 ππ π (π ) π0 1 π ππ . ∫ π΅ π π π−π+1 ≤ π π΅2 ππ2π−π−π + π2∗ π΅ππ−π−π+1 ≤ π(1 − π)π (π − π) . (217) (π + π − 1) π΅2 ππ(π+π−2)/2 ≤ π(1 − π)π (π − π) . π΅= π(1 − π)π (π − π) (1 − π(π+π−2)/2 ) π2∗ Then, when π < (π2∗2 /π(π + π − 1)) Recalling (219), we obtain ππ − ∗ ππ+π−1 π2 0 2ππ (π+π)/2 . π π+π . 2/(π+π−2) (227) , (225) holds. ≤ π (π) On the other hand, from the proof of Theorem 17, we also note that (228) π (218) ≤− π(1 − π) (π − π) (1 − π (π+π−2)/2 ) π2∗ ππ+π−1 when ππ2∗ π < π. When π > 1, we have π2∗ (1 − π)π (π − π) (1 − π(π+π−2)/2 ) (π − 1) (219) ≤ lim+ π (π) ππ−1 By (218)-(219) and π π (π) − π (π0 ) = ∫ π0 (229) π→0 π−1 ππ ππ , π (π ) (226) Take π ππ π (π) ≥ − ∗ ππ+π−1 . π2 (225) When π + π > 2, take π = π + π − 1. Then, (225) is ensured by the following inequalities: π2∗ π΅ ≤ π(1 − π)π (π − π) (1 − π(π+π−2)/2 ) , π (π) ≥ πΜ (π) = −√ 2π ∫ π π+π−1 (1 − π ) (π − π ) ππ ≥ −√ (224) Noticing that 0 < π ≤ ππ2∗ π < π, then π’ satisfies (223) if When π < min{π, 1}, π(π) < +∞ as π → 0+ . Thus, πΜπ < +∞. (ii) From the proof of Theorem 14, we know that ∗ for π > 0. (223) Take π+π , π + π − 1} . π = max { 2 for π ≥ 0, (220) it is easy to see that ≤ π2∗ ; π (π − 1) that is, lim π (π) = +∞, π → 0+ (221) ( (1 − π)π (π − π) (1 − π(π+π−2)/2 ) (π − 1) π2∗ if π ≥ min{π, 1}. That is, πΜπ = +∞. (222) ≤ lim π (π) π1/(π−1) π → +∞ 1/(1−π) ) (230) 1/(1−π) π (π − 1) ≤( ) π2∗ . Abstract and Applied Analysis 19 When π = 1, we have − π π2∗ (1 − π) (π − π) (1 − π(π+π−2)/2 ) ≤ lim+ π→0 π2∗ π (π) ≤− ; ln π π (231) Then, (225) holds. On the other hand, consider the following problem: 1 πV2 π − π2∗ V ≥ πππ(1 − π) , 2 ππ ∗ π (π−π)(1−π(π+π−2)/2 )/π2∗ )π . (232) By the arbitrariness of π > 0, (205)-(206) hold. When 1 < π + π < 2, take π = (π + π)/2. Then, (225) holds if π+π 2 π΅ ≤ π(1 − π)π (π − π) (1 − π(2−π−π)/4 ) , 2 (233) π2∗ π΅π(2−π−π)/4 ≤ π(1 − π)π (π − π) . V (π) < 0, V=− (234) π (π + π) ∗−2 π2 ) 2 √π2∗2 + 4ππ − π2∗ 2 ≤− (241) π. π (242) √π2∗2 + 4π(1 − π)π (π − π) − π2∗ 2 π. When π < 1, that is, π > 1, (235) 2/(2−π−π) ×( 2 ≤ π (π) Then, when π π π π 2/(2−π−π) π ≤ min { , ( (1 − ) ) 2 2 2 √π2∗2 + 4ππ − π2∗ Then, V satisfies (240). Thus, we conclude that − 2π (1 − π)π (π − π) (1 − π(2−π−π)/4 ). π+π for π > 0. We can see that π(π) ≥ V(π). Let Take π΅=√ (240) V (0+ ) = 0, that is, π−(π/π2 )π ≤ π (π) ≤ π−((1−π) for π ≥ 0, }, ( (1 − π) (√π2∗2 + 4π(1 − π)π (π − π) − π2∗ ) 2π 1/(π−1) ) (225) holds. Combining with (218), we obtain ≤ lim π (π) π1/(1−π) 2ππ (π+π)/2 −√ ≤ π (π) π π+π ≤ −√ π → +∞ 2π (1 − π)π (π − π) (1 − π(2−π−π)/4 )π(π+π)/2 π+π (236) when ππ2∗ π < π. When π > π, a simple calculation yields 2/(π−π) ≤ lim π (π) π π → +∞ π΅= (238) . √π2∗2 + 4π(1 − π)π (π − π) − π2∗ 2 ≤ π (π) (244) . . By the arbitrariness of π > 0, (209)-(210) hold. When π + π = 2, take π = 1, ∗2 +4π−π∗ )/2)π 2 π−((√π2 By the arbitrariness of π > 0, (207)-(208) hold. When π = π, π−(√π/π)π ≤ π (π) ≤ π . (243) ≤π (237) −(√(1−π)π (π−π)(1−π(1−π)/2 )/π)π ) −((√π2∗2 +4(1−π)π (π−π)−π2∗ )/2)π 2/(π−π) π − π 2ππ √ ≤( ) 2π π+π 2π 1/(π−1) When π = 1, that is, π = 1, π (2−π−π)/4 ) π − π √ 2π(1 − π) (π − π) (1 − π ( ) 2π π+π 2/(π−π) ≤( (1 − π) (√π2∗2 + 4ππ − π2∗ ) . (239) 5. Discussion When π = π = 1, the outcome in our work is reduced to the results obtained in [23]. Comparing with [23], our definition of sharp-type traveling wave fronts and smooth-type traveling wave fronts is more precise. In the proof of Lemma 3, for the case π + π = 2, we constructed two sequences to get the asymptotic expression of π(π) for π > 0 sufficiently small. This technique is not used in [23]. Moreover, the proof of Theorem 17 is more concise than the proof of Proposition 2.7 in [23]. 20 Acknowledgments The authors are grateful to the anonymous reviewers for the careful reading and helpful suggestions which led to an improvement of their original paper. 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