High multiplicity and chaos for an indefinite problem arising from genetic models
Alberto Boscaggin, Guglielmo Feltrin, Elisa Sovrano

TL;DR
This paper proves the existence of multiple positive periodic solutions for a nonlinear differential equation modeling genetic populations, using topological degree theory and exploiting the sign-changing nature of the weight function.
Contribution
It introduces a novel multiplicity result for indefinite problems with sign-changing weights, extending to subharmonic and complex solutions, in the context of population genetics models.
Findings
Existence of 3^m - 1 positive periodic solutions for large parameters.
Extension of solutions to subharmonic and non-periodic cases.
Application to logistic-type nonlinearities in genetic models.
Abstract
We deal with the periodic boundary value problem associated with the parameter-dependent second-order nonlinear differential equation \begin{equation*} u'' + cu' + \bigr{(} \lambda a^{+}(x) - \mu a^{-}(x) \bigr{)} g(u) = 0, \end{equation*} where are parameters, , is a locally integrable -periodic sign-changing weight function, and is a continuous function such that , for all , with superlinear growth at zero. A typical example for , that is of interest in population genetics, is the logistic-type nonlinearity . Using a topological degree approach, we provide high multiplicity results by exploiting the nodal behaviour of . More precisely, when is the number of intervals of positivity of in a…
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††thanks: Work written under the auspices of the Gruppo Nazionale per l’Analisi Matematica, la Probabilità e le loro Applicazioni (GNAMPA) of the Istituto Nazionale di Alta Matematica (INdAM). The first two authors are supported by the project ERC Advanced Grant 2013 n. 339958 “Complex Patterns for Strongly Interacting Dynamical Systems - COMPAT”. The first author is supported by INdAM-GNAMPA project “Il modello di Born–Infeld per l’elettromagnetismo nonlineare: esistenza, regolarità e molteplicità di soluzioni”. The third author is supported by INdAM project “Problems in Population Dynamics: from Linear to Nonlinear Diffusion”.
Preprint – May 2019
High multiplicity and chaos for an indefinite
problem arising from genetic models
Alberto Boscaggin
Department of Mathematics “Giuseppe Peano”, University of Torino
Via Carlo Alberto 10, 10123 Torino, Italy
Guglielmo Feltrin
Department of Mathematics, Computer Science and Physics, University of Udine
Via delle Scienze 206, 33100 Udine, Italy
Elisa Sovrano
Istituto Nazionale di Alta Matematica “Francesco Severi” c/o Department of Mathematics and Geosciences, University of Trieste
Via Valerio 12/1, 34127 Trieste, Italy
Abstract.
We deal with the periodic boundary value problem associated with the parameter-dependent second-order nonlinear differential equation
[TABLE]
where are parameters, , is a locally integrable -periodic sign-changing weight function, and is a continuous function such that , for all , with superlinear growth at zero. A typical example for , that is of interest in population genetics, is the logistic-type nonlinearity .
Using a topological degree approach, we provide high multiplicity results by exploiting the nodal behaviour of . More precisely, when is the number of intervals of positivity of in a -periodicity interval, we prove the existence of non-constant positive -periodic solutions, whenever the parameters and are positive and large enough. Such a result extends to the case of subharmonic solutions. Moreover, by an approximation argument, we show the existence of a countable family of globally defined solutions with a complex behaviour, coded by (possibly non-periodic) bi-infinite sequences of symbols.
Key words and phrases:
Indefinite weight, logistic-type nonlinearity, positive solutions, multiplicity results, chaotic dynamics, coincidence degree theory.
1991 Mathematics Subject Classification:
34B08, 34B18, 34C25, 47H11.
1. Introduction and statement of the results
In this paper, we investigate existence and multiplicity of non-constant positive solutions for the parameter-dependent second-order ordinary differential equation
[TABLE]
where and are positive real parameters, , and are the positive and the negative part, respectively, of a -periodic and locally integrable sign-changing function , and is a continuous map satisfying the sign condition
[TABLE]
and the superlinear growth condition at zero
[TABLE]
Following a terminology popularized in [31], we refer to as an indefinite equation, meaning that the weight function changes sign. In the last decades this kind of equations has been widely investigated, both in the ODE and in the PDE setting, starting from the classical contributions [1, 2, 3, 4, 13] and till to very recent ones [8, 16, 27, 33, 45, 46, 47]; we refer the reader to [17] for a quite exhaustive bibliography on the subject.
The mathematical questions we address here are motivated by the study of the spatial effects on the variation in the genetic material along environmental gradients. In population genetics, when individuals of a continuously distributed population mate at random in their habitat, and no genetic drift nor new mutations appear, the evolution of the frequencies of two alleles, and , at a single locus under the action of migration and selection can be described through the reaction-diffusion boundary value problem
[TABLE]
where and denote the allele frequency of and , respectively (cf. [35, 40]). The set () represents the habitat that is assumed to be a bounded domain with smooth boundary and outward unit normal vector . The matrix-valued function and the vector-valued function are given and characterize the migration. Finally, is a nonlinear term which describes the effects of the selection and satisfies for all , so that and are constant solutions of problem (1.1) that means that allele is absent or is fixed in the population, respectively.
In this context, available theory also assumes that migration is homogeneous and isotropic, namely, is constant and , and that the selection is of the form , where is the spatial factor and is a function of gene frequency satisfying . The sign-indefinite weight term reflects at least one change in the direction of selection and leads to several environmental regions in the habitat which are favorable (), neutral (), or unfavorable () for one allele. In this connection, investigations on non-constant positive stationary solutions (i.e., clines) lead to the study of the Neumann problem
[TABLE]
where denotes the Laplace operator and is the diffusion rate. Neumann boundary conditions model an impenetrable barrier for the population so that no-flux of genes across the boundary occurs. The number and the stability of non-constant positive solutions of (1.2) are governed by the features of both the components and .
The existence of a unique non-constant and globally asymptotically stable solution of (1.2) is proved in [12, 30, 34] for sufficiently small provided that and is a smooth function such that for every . The archetypical example is the case when no allele is dominant or the population is haploid, namely (e.g., [28, 39]). On the other hand, if is not concave, multiplicity results for (1.2) are shown in [36, 44]. In particular, if and we assume also that for some , then for sufficiently small there exist at least two non-constant solutions: one stable and the other unstable (cf. [36, Theorem 2.9]). The main example in this framework concerns completely dominance of allele over allele , namely (e.g., [35, 36]).
In this paper, we deal with migration-selection models in a unidimensional habitat. We also assume that and are constant functions, with for some . Moreover, we describe the strength of selection in the environmental regions which are beneficial or harmful for the alleles by introducing two positive independent parameters, and , on which we discharge the migration rate. Precisely, the weight term we consider is defined as
[TABLE]
Hence, the selection is where satisfies and, in order to include recessive phenomena as a case study, we assume also condition . In such a way, we are lead to equation . We notice that, for and , this gives the one-dimensional version of the elliptic PDE in (1.2).
We are interested in periodically changes in genotype within a population as a function of spatial location. Thus we assume that is -periodic (for some ) and we seek non-constant positive solutions of equation (in the Carathéodory sense, see [29, Section I.5]) satisfying periodic boundary conditions
[TABLE]
These models are appropriate in the case of populations living in circular habitats (e.g., around a lake or along the shore of an island), as well as for ring species, for instance, around the arctic.
To state our main results, we introduce the following condition on the weight function that we assume henceforth:
there exist non-empty closed intervals separated by non-empty closed intervals such that
[TABLE]
and
[TABLE]
In the above condition, the symbol (respectively, ) means that (respectively, ), with . We also define
[TABLE]
and notice that if and only if .
With this notation, our first result reads as follows.
Theorem 1.1**.**
Let and let be a -periodic locally integrable function satisfying . Let be a continuously differentiable function satisfying and . Then, there exists such that for every and for every equation has at least two non-constant positive -periodic solutions.
More precisely, fixed an arbitrary constant there exists such that for every and for every there exist two positive -periodic solutions and to such that
[TABLE]
Let us notice that, when , an application of Theorem 1.1 with provides two non-constant positive -periodic solutions of the one-parameter equation
[TABLE]
for sufficiently large (see Corollary 3.1). When , this result can thus be interpreted as a periodic version of the two-solution theorem given in [36, Theorem 2.9] for the Neumann boundary value problem (indeed, large implies small). It is remarkable, however, that the same result holds even in the non-Hamiltonian case .
The second, and main, part of our investigation is focused on the appearance of high multiplicity phenomena for solutions of . In this regard, the fact that the weight function defined in (1.3) depends on two parameters and plays a crucial role: indeed, high multiplicity of periodic solutions will be proved to arise when is fixed (where is the constant already given by Theorem 1.1) and is sufficiently large (typically, much larger than the constant defined in (1.5)).
To state our result precisely, we introduce the condition
[TABLE]
and notice that it is satisfied whenever is continuously differentiable in a left neighborhood of . To complement Theorem 1.1 we have the following result. We remark that an analogous result is also valid if Dirichlet or Neumann boundary conditions are considered (see Section 6.2).
Theorem 1.2**.**
Let and let be a -periodic locally integrable function satisfying . Let be a continuous function satisfying , and . Then, there exists such that for every there exists such that for every equation has at least non-constant positive -periodic solutions.
More precisely, fixed an arbitrary constant there exists such that for every there exist two constants with and such that for every and for every finite string , with , there exists at least one positive -periodic solution of such that
- •
, if ;
- •
, if ;
- •
, if ;
for every .
Let us notice that the number of solutions provided by Theorem 1.2 is strongly related with the nodal behavior of the weight function : the larger the number of nodal domains of the weight function, , the greater the number of solutions obtained, . Observe also that the number comes from the possibility of “coding” the solutions via their behavior in each interval of positivity : “very small” (), “small” () or “large” (). We mention that the same type of multiplicity pattern also emerges in a different context, namely for equation with and a nonlinear term satisfying and having sublinear growth at infinity, that is, for (see [11]).
The possibility of providing, in the context of indefinite boundary value problems, high multiplicity results by playing with the nodal behavior of the weight function was first suggested in [26]; therein, an interesting analogy was proposed with the papers [14, 15], giving, in the PDE setting, multiplicity of solutions depending on the shape of the domain. Later on, along this line of research, several contributions followed [5, 6, 7, 11, 19, 20, 21, 22, 24, 25]. In particular, dealing with equation , with and a Lipschitz continuous function satisfying and , the existence of positive solutions for both the Dirichlet and the Neumann boundary value problem was previously proved in [19], for a weight function with intervals of positivity. Therefore, Theorem 1.2 extends the result therein to the general case and to a wider class of boundary conditions, including periodic ones, possibly in the non-Hamiltonian case . It is worth noticing that this was explicitly raised as an open problem in [19, Conjecture 2]; let us stress however that the shooting arguments employed in [19] by no means can be used to investigate the periodic problem, and in the present paper we rely on a completely different approach.
Our last result concerns the dynamics of equation on the whole real line. Precisely, having defined the intervals
[TABLE]
we provide globally defined positive solutions of , whose behavior in each of the above intervals can be coded, as in Theorem 1.2, by a bi-infinite (possibly non-periodic) sequence . This is a picture of symbolic dynamics, and equation is said to exhibit chaos. The precise statement is the following.
Theorem 1.3**.**
Let and let be a locally integrable periodic function of minimal period satisfying . Let be a continuous function satisfying , and . Then, fixed an arbitrary constant there exists such that for every there exist two constants and with , and such that for every the following holds: given any two-sided sequence which is not identically zero, there exists at least one positive solution of such that
- •
, if ;
- •
, if ;
- •
, if ;
for every and . In particular, if the sequence is -periodic for some integer , there exists at least a positive -periodic solution of satisfying the above properties.
For the proofs of Theorem 1.1 and Theorem 1.2, we adopt a functional analytic approach based on topological degree theory in Banach spaces (cf. [21] and the subsequent papers [10, 11, 22]). In particular, we follow the general strategies developed in [10, 11], dealing with a nonlinear term satisfying and having sublinear growth at infinity. As already mentioned, these (super-sublinear) nonlinearities have similar features with respect to logistic-type nonlinearities considered in the present paper. However, while in the former case it is often possible to develop dual arguments for small/large solutions, here the presence of the constant solution leads to an “asymmetric” situation which requires completely new arguments. An important feature of this method of proof is that the estimates leading to the constant and are fully explicit, depending only on the local behavior of the weight function but not on the length of the periodicity interval. As a consequence, one can prove Theorem 1.3 via an approximation argument.
The paper is structured as follows. In Section 2, we describe the abstract degree setting and we prove some technical estimates on the solutions of (and of some related equations). Based on this, in Section 3 and Section 4, we give the proofs of Theorem 1.1 and Theorem 1.2, respectively. The proof of Theorem 1.3 is then presented, together with some comments about the existence of subharmonic solutions, in Section 5. The paper ends with Section 6, discussing some related results: subharmonic solutions via the Poincaré–Birkhoff theorem, Dirichlet/Neumann boundary value problems, stability issues, and an asymptotic analysis of the solutions for .
2. Abstract degree setting and technical lemmas
The aim of this section is to present the main tools used in the proofs of our theorems as well as some preliminary technical lemmas.
Before doing this, we introduce the following notation employed throughout the paper:
[TABLE]
where and are suitable points such that
[TABLE]
Notice that, due to the -periodicity, we have assumed without loss of generality that (and, thus, ). We also stress that, in dealing with the above intervals, a cyclic convention will be adopted. For example, we will freely write expressions like , where, if , we agree that the interval means the -shifted interval . A similar remark applies for instance for when and, in such a case, . This is not restrictive since the weight function is -periodic.
2.1. Coincidence degree framework
In this section we recall Mawhin’s coincidence degree theory (cf. [23, 37, 38]) and we present two lemmas for the computation of the degree (cf. [11]).
First of all, we remark that solving the -periodic problem associated with is equivalent to looking for solutions of defined on and such that and . Accordingly, let be the Banach space of continuous functions , endowed with the -norm , and let be the Banach space of integrable functions , endowed with the -norm . We define the linear Fredholm map of index zero on \mathrm{dom}\,L:=\bigl{\{}u\in W^{2,1}(0,P)\colon u(0)=u(P),\;u^{\prime}(0)=u^{\prime}(P)\bigr{\}}\subseteq X. We also introduce the -Carathéodory function
[TABLE]
and we denote by the Nemytskii operator induced by the function , namely
[TABLE]
The coincidence degree theory ensures that the -periodic problem associated with
[TABLE]
is equivalent to the coincidence equation
[TABLE]
or to the fixed point problem
[TABLE]
where , are two projections, and is the right inverse of (cf. [23, 37, 38]).
In this framework, if is an open and bounded set such that
[TABLE]
the coincidence degree of and in is defined as
[TABLE]
and it satisfies the standard properties of the topological degree, such as additivity, excision, homotopic invariance.
Our goal is to construct open and bounded sets such that . By the existence property of the degree, this implies that there exists such that . Therefore, is a -periodic solution of (2.2). To obtain a -periodic solution of , we further need to have
[TABLE]
The first inequality follows from a simple convexity argument (the so-called maximum principle). Indeed, if is such that , then from equation (2.2) we obtain for a.e. in a neighborhood of , a contradiction. As for the second inequality, it will be a consequence of the construction of , indeed we will take , so that for all (incidentally, notice that this prevents to be the constant solution ).
To construct the sets as above, we need to introduce some auxiliary sets where we will compute the degree. Given three constants with , for any pair of subsets of indices (possibly empty) with , we define the open and bounded set
[TABLE]
With this notation, the following lemmas hold.
Lemma 2.1**.**
Let and let be a -periodic locally integrable function satisfying . Let be a continuous function satisfying . Let and . Assume that there exists , with on and on , such that the following properties hold.
If , then any -periodic solution of
[TABLE]
with for all , satisfies
, if ;
, if ;
, if .
There exists such that equation (2.3), with , does not possess any non-negative -periodic solution with , for all .
Then, it holds that \mathrm{D}_{L}\bigl{(}L-N_{\lambda,\mu},\Omega^{\mathcal{I},\mathcal{J}}_{(r,\rho,R)}\bigr{)}=0.
Lemma 2.2**.**
Let and let be a -periodic locally integrable function satisfying . Let be a continuous function satisfying . Let and . Assume the following property.
If , then any -periodic solution of
[TABLE]
with for all , satisfies
, if ;
, if .
Then, it holds that \mathrm{D}_{L}\bigl{(}L-N_{\lambda,\mu},\Omega^{\emptyset,\mathcal{J}}_{(r,\rho,R)}\bigr{)}=1.
The proofs of Lemma 2.1 and Lemma 2.2 follow the argument of the ones of [11, Lemma 3.1] and [11, Lemma 3.2], respectively (even with some simplifications, due to the fact that the sets considered in the present paper are bounded, differently from the case treated in [11]). We point out that in [11] only the case was treated; however, the presence of the term does not cause any additional difficulties, after having observed that the following property holds.
If is a non-negative solution of either (2.3) or (2.4) then
[TABLE]
When , the above property follows straightforwardly from a convexity argument. Instead, in the present setting it can be obtained by writing equations (2.3) and (2.4) in the form and and then arguing as in [22, Remark 3.4].
We notice that, for , by taking either and in Lemma 2.1 or in Lemma 2.2, we can evaluate the degree on the sets of the following type
[TABLE]
An application of property (2.5) together with the excision property of the degree allows us to compute the degree on the open ball of center zero and radius . More precisely, the following corollaries can be proved.
Corollary 2.1**.**
Let and let be a -periodic locally integrable function satisfying . Let be a continuous function satisfying . Let and . Let and assume that there exists , with on and on , such that the following properties hold.
If , then any non-negative -periodic solution of (2.3) satisfies .
There exists such that equation (2.3), with , does not possess any non-negative -periodic solution with .
Then, it holds that \mathrm{D}_{L}\bigl{(}L-N_{\lambda,\mu},B_{d}\bigr{)}=0.
Corollary 2.2**.**
Let and let be a -periodic locally integrable function satisfying . Let be a continuous function satisfying . Let and . Let and assume that the following property holds.
If , then any non-negative -periodic solution of (2.4) satisfies .
Then, it holds that \mathrm{D}_{L}\bigl{(}L-N_{\lambda,\mu},B_{d}\bigr{)}=1.
2.2. Finding the constant
In the following lemma we provide the constant that appears in all our main results.
Lemma 2.3**.**
Let and let be a -periodic locally integrable function satisfying . Let be a continuous function satisfying . Then, for every , there exists such that, for every , , and , there are no non-negative solutions of
[TABLE]
with defined for all and such that .
The proof is essentially the same as in [10, Section 3.1]. However, we give the details for reader’s convenience and since we need to slightly refine the estimates.
Proof.
We fix such that and , for every . Thus the quantity
[TABLE]
is well defined and positive.
Let be fixed and consider and . Suppose that is a non-negative solution of (2.6) defined on and such that
We claim that
[TABLE]
and that there exists (depending only on , , and ) such that
[TABLE]
Once we prove (2.7) and (2.8), we can define
[TABLE]
and
[TABLE]
Then, by integrating equation (2.6) on and using (2.7) (for and ), we obtain
[TABLE]
Therefore, non-negative -periodic solutions of (2.6) with can exist only for . This proves the lemma.
Proving estimate (2.7). Since (2.6) is equivalent to , we observe that the map is non-increasing on . Let us fix . If then the estimates is obvious. Otherwise, from and by using the monotonicity of the map , we have that
[TABLE]
By integrating the above inequality we obtain
[TABLE]
that implies (2.7). The case is analogous.
Proving estimate (2.8). Let be such that and observe that , if , while , if , and , if . If is such that , from (2.7) we obtain that
[TABLE]
On the other hand, by the monotonicity of the function in ,
[TABLE]
and
[TABLE]
From the properties about , we have that if , then and so . Similarly, if , then and so . The case is trivial. As a consequence we have either
[TABLE]
or
[TABLE]
When (2.13) holds, from (2.11) we have for all . An integration of the previous inequality on and an application of (2.10) lead to
[TABLE]
Then, by fixing
[TABLE]
we have (2.8). The same estimate follows in the case of (2.14), by using (2.12) and integrating on . ∎
2.3. Some estimates for small solutions
The following lemma gives a lower bound for positive -periodic solutions of (2.4) that will be exploited in the proof of the existence result in Theorem 1.1.
Lemma 2.4**.**
Let and let be a -periodic locally integrable function satisfying . Let be a continuously differentiable function satisfying and Let and Then, there exists such that for every , every non-negative -periodic solution of (2.4) with satisfies .
Proof.
Let . By contradiction, we assume that there exists a sequence of non-negative -periodic solutions of (2.4) for satisfying . We perform the change of variable
[TABLE]
An easy computation shows that
[TABLE]
We claim that
[TABLE]
We suppose by contradiction that this is not true. Then, recalling the fact that vanishes at some point , we can find a maximal interval either of the form or of the form , such that for all and for some . By the maximality of the interval , we also know that . Rewriting (2.16) as
[TABLE]
an integration on gives
[TABLE]
from which
[TABLE]
Passing to the limit as and using we thus obtain , contradicting the choice of .
Now, we integrate (2.16) on to obtain
[TABLE]
and so a contradiction is reached using the fact that is continuous and . ∎
The next lemma gives us some estimates for positive solutions of (2.4) which will be used to prove the multiplicity result in Theorem 1.2. To state it, let us introduce the following notation. For any constant , we set
[TABLE]
Furthermore, recalling and the positions in (2.1), for all , we set
[TABLE]
Lemma 2.5**.**
Let and let be a -periodic locally integrable function satisfying . Let be a continuous function satisfying and . Let . Then, there exists such that for every , for every , and for every , if is a non-negative solution of (2.4) defined in for some with the following hold:
- •
if , then
[TABLE]
- •
if , then
[TABLE]
Proof.
From condition we can fix a constant such that for every it holds that
[TABLE]
We give the proof when (the case follows from analogous arguments). We divide the arguments into two parts: in the first one, we provide some estimates for and , in the second one, we obtain the inequalities on and .
Step 1. Let be such that
[TABLE]
We notice that if , then (since ). Otherwise, if , then .
Suppose first that . Let be the maximal closed interval containing and such that for all . We claim that . From
[TABLE]
integrating between and and using , we obtain
[TABLE]
Then,
[TABLE]
and
[TABLE]
This inequality, together with the maximality of , implies that . Hence
[TABLE]
implying
[TABLE]
Furthermore, by integrating (2.19) on , we obtain
[TABLE]
On the other hand, if we suppose that and , we have
[TABLE]
and
[TABLE]
Thus, in any case, (2.20) and (2.21) hold, and so we can proceed with the second part of the proof.
Step 2. We consider the interval . Since the map is non-decreasing in , from (2.20) we have
[TABLE]
Therefore, integrating on and using (2.21), we have
[TABLE]
where the last inequality follows from (2.18). On the other hand, integrating
[TABLE]
on and using (2.20) and (2.22), we find
[TABLE]
In particular,
[TABLE]
Finally, a further integration and condition (2.21) provide
[TABLE]
where the last inequality follows from (2.18). Thus the proof is completed. ∎
2.4. Some estimates for large solutions
We start by introducing the following auxiliary result.
Lemma 2.6**.**
Let . Let be a continuous function satisfying and . Let be a closed interval and . Then, for every there exists such that for every and for every non-negative solution of
[TABLE]
that satisfies and for some , it holds that
[TABLE]
Proof.
Given , let us define
[TABLE]
First of all we notice that either or for every , due to the uniqueness of the solution of the Cauchy problem
[TABLE]
ensured by condition .
In the first case the thesis follows straightforwardly. In the second case, we compute
[TABLE]
From the previous equality and since by we can fix such that for every , we deduce that
[TABLE]
Hence, by an integration of the above inequality from to an arbitrary , we have
[TABLE]
As a consequence, it follows that
[TABLE]
for all , and so the thesis is proved. ∎
The following lemma gives an upper bound for positive -periodic solutions of (2.4) which will be used to prove the existence result in Theorem 1.1.
Lemma 2.7**.**
Let and let be a -periodic locally integrable function satisfying . Let be a continuously differentiable function satisfying . Let and Then, there exists such that for every , every non-negative -periodic solution of (2.4) satisfies .
Proof.
By contradiction we assume that there exists a sequence of non-negative -periodic solutions of (2.4) for such that .
By applying Lemma 2.6 with the choice of and , we deduce that uniformly in as .
Through the change of variable introduced in (2.15) and an integration of (2.16) on we have
[TABLE]
When we deduce that for every in a left neighborhood of . In this case, a contradiction follows from (2.27) by the uniform convergence of to . When , a contradiction is reached because, by arguing as in Lemma 2.4, the sequence is uniformly bounded and converges to [math] uniformly. ∎
The next lemma gives us some estimates for positive solutions of (2.4) which will be used to prove the multiplicity result in Theorem 1.2. To state it, we recall the definition of and given in (2.17) and we introduce the further notation
[TABLE]
where satisfy .
Lemma 2.8**.**
Let and let be a -periodic locally integrable function satisfying . Let be a continuous function satisfying and . Let and . Then, there exists such that for every , and , if is a non-negative solution of (2.4) defined in for some with it holds that
[TABLE]
Proof.
Given , let us take
[TABLE]
We apply Lemma 2.6 with the choice of and in order to find the corresponding and we set
[TABLE]
Notice that . Therefore, since , it holds that .
Let , and . Let be a non-negative solution of (2.4) defined in for some with
[TABLE]
Let be such that . We observe that , otherwise for some in a neighborhood of . Lemma 2.6 applies and yields
[TABLE]
We claim that
[TABLE]
The inequality in is obvious since . As for the interval , since the map is non-decreasing, we have , for all . Thus, from (2.28) it follows that
[TABLE]
Then, an integration gives
[TABLE]
where the last inequality follows from the choice of . A similar argument applies in the interval and the claim is thus proved.
Recalling that , we find
[TABLE]
implying
[TABLE]
Therefore
[TABLE]
As a consequence, in the interval we have
[TABLE]
An integration of the above inequality, together with the estimate for , finally provides
[TABLE]
where the last inequality follows from (2.18). Thus the proof is completed. ∎
Remark 2.1**.**
Lemma 2.8 will be exploited in Section 4.1, while verifying the assumptions of Lemma 2.1 and Lemma 2.2. We stress that only the assertion on will be used. The second one plays a role in the corresponding proofs dealing with Dirichlet or Neumann boundary conditions (see Section 6.2).
3. Existence of two solutions
In this section we give the proof of Theorem 1.1.
Proof of Theorem 1.1..
Given , we first apply Lemma 2.3 in order to find the constant (defined as in (2.9)). Then we fix .
We claim that Corollary 2.1 applies with the choice of and as the indicator function of the set , that is,
[TABLE]
First, we verify assumption . From property (2.5), since for all , we observe that any non-negative -periodic solution of (2.3) attains its maximum on . Then, follows from Lemma 2.3. As for assumption , we integrate equation (2.3) on and pass to the absolute value in order to obtain
[TABLE]
Therefore, follows for sufficiently large. Summing up, from Corollary 2.1, we thus obtain
[TABLE]
Now, we use Lemma 2.4 and Lemma 2.7 to fix and in . Without loss of generality we can assume . Then, Corollary 2.2 applies both with the choice of and (indeed, is trivially satisfied). Therefore, we have
[TABLE]
The additivity property of the coincidence degree implies
[TABLE]
As a consequence, there exist a -periodic solution of (2.2) in as well as a -periodic solution of (2.2) in . As observed in Section 2.1, by the maximum principle it holds that and for all . Moreover, we clearly have and for all . Hence, and are non-negative -periodic solutions of . Since is of class , the uniqueness of the constant zero solution for the Cauchy problem associated with , implies that and are positive -periodic solutions of and the proof is concluded. ∎
Remark 3.1**.**
By a careful checking of the proof, one can realize that Theorem 1.1 is still valid if is assumed to be continuously differentiable in a right neighborhood of and in a left neighborhood of . We also remark that the assumption of differentiability near could be removed, provided one supposes a condition of regular oscillation, that is,
[TABLE]
(cf. [10, Section 4.3]). At last, we mention that, by arguing as in [10], one could also weaken assumption , so as to cover some situations when the weight function changes sign infinitely many times. For the sake of briefness, and since assumption is crucial in the proof of Theorem 1.2, we have preferred to work in a unified simpler setting.
We end this section by stating the following straightforward corollary, dealing with the one-parameter equation (1.6).
Corollary 3.1**.**
Let and let be a -periodic locally integrable function satisfying and . Let be a continuously differentiable function satisfying and . Then, there exists (depending on , and , but not on ) such that for every equation (1.6) has at least two non-constant positive -periodic solutions.
4. High multiplicity of solutions
In this section we give the proof of Theorem 1.2.
Proof of Theorem 1.2..
Given , we first apply Lemma 2.3 in order to find the constant (defined as in (2.9)). Then we fix .
We apply Lemma 2.5 to find and we fix
[TABLE]
Moreover, we apply Lemma 2.8, with the choice of , to find and we fix
[TABLE]
We claim that there exists such that for every Lemma 2.1 and Lemma 2.2 hold for any pair of subsets of indices with . This is a long technical step of the proof and we provide the details in Section 4.1. Once this is proved, we have that
[TABLE]
We define the open and bounded sets
[TABLE]
and so from (4.1) and the combinatorial argument in [11, Appendix A], we obtain that
[TABLE]
As a consequence of the existence property for the coincidence degree, we thus obtain the existence of a -periodic solution of (2.2) in each of these sets . Here, the number comes from all the possible choices and with . Notice that, since the identically zero function is contained in the set , we do not consider it in the sequel. Instead, every solution of (2.2) in each of the other sets is non-constant and, by the maximum principle, such that for all . By the uniqueness of the zero solution for the Cauchy problem associated with (2.2) (coming from condition ) we have also for all . Moreover, by construction, it follows that for all . Hence, is a non-constant positive -periodic solution of .
Summing up, for each choice of and with , there exists at least one positive -periodic solution of such that
- •
, for all ;
- •
, for all ;
- •
, for all .
Finally, to achieve the conclusion of Theorem 1.2, we observe that, given any finite string , with , we can establish a one-to-one correspondence between and the sets
[TABLE]
so that when . This completes the proof of Theorem 1.2. ∎
4.1. Finding the constant
The constant is defined as
[TABLE]
where and will be obtained along the arguments below (see (4.4) and (4.8)). We stress that such constants are fully explicit, depending only on , , , , and .
Checking the assumptions of Lemma 2.1.
Let with and define as the indicator function of the set , namely
[TABLE]
Verification of . Let . By contradiction, we suppose that there exists a -periodic solution of (2.3) with , for all , such that at least one of the following conditions holds:
there is an index such that ;
there is an index such that ;
there is an index such that .
Suppose that holds. Since for , equation (2.3) reduces to . Consider at first the case . By Lemma 2.5 (with ), we have that
[TABLE]
Thus, taking
[TABLE]
we obtain , a contradiction. On the other hand, if , using the fact that is non-increasing on , we have that . In this case, we can use the second part of Lemma 2.5 (with ) to reach the contradiction whenever
[TABLE]
Now, we suppose that holds. In this case a contradiction is immediately obtained by Lemma 2.3 (no assumption on is needed).
At last, we assume that holds. As for the case we have for . Then we can apply Lemma 2.8 (with and ) in order to obtain
[TABLE]
Taking
[TABLE]
we obtain , a contradiction. Notice that, contrarily to the case , here it is not necessary to consider the behavior of in the interval .
We conclude that holds for
[TABLE]
Verification of . Let be an arbitrary non-negative -periodic solution of (2.3) such that for all . We fix an index and observe that on the interval equation (2.3) reads as
[TABLE]
Let . As shown along the proof of Lemma 2.3 the inequality (2.7) holds. Then, integrating the differential equation on , we obtain
[TABLE]
This yields a contradiction if is sufficiently large. Hence is verified. ∎
Checking the assumptions of Lemma 2.2.
Let and .
Verification of . By contradiction, suppose that there exists a -periodic solution of (2.4) with for all , such that at least one of the following conditions holds:
there is an index such that ;
there is an index such that .
Suppose that holds. We consider at first the case . We are going to prove that, if large enough, then
[TABLE]
for all . This clearly contradicts the -periodicity of .
Proving (4.5) in . Taking (with defined in (4.2)) then we have
[TABLE]
and so, from Lemma 2.5, (as ). Moreover, using the estimate on provided in Lemma 2.5, we observe that when
[TABLE]
Integrating (2.4) on and using again Lemma 2.5, we obtain
[TABLE]
Notice that the first of the above inequalities requires , which is ensured by (4.7). Taking
[TABLE]
we finally obtain that
[TABLE]
Consequently on . We conclude that for
[TABLE]
inequalities in (4.5) hold.
Proving (4.5) in . Using the monotonicity of the map we deduce that on . Thus the conclusion follows, since .
Proving (4.5) in . Integrating the equation (2.4) on we find
[TABLE]
in particular
[TABLE]
On the other hand, integrating the equation (2.4) on we find
[TABLE]
for all , where the last inequality holds for
[TABLE]
Then the solution is increasing in and hence on . Therefore, the inequalities in (4.5) hold in .
Proving (4.5) in . This is easily achieved by repeating the argument just described in order to cover a -periodicity interval. This eventually requires
[TABLE]
Having dealt with the case , we now assume , which implies (by the monotonicity of the map in ) that . A contradiction can be achieved proceeding backward. More precisely, we may use at first Lemma 2.5 and then an inductive argument similar to the one explained above. Conditions on will be replaced by the analogous inequalities
[TABLE]
with defined in (4.3),
[TABLE]
and
[TABLE]
Thus the contradiction for all can be proved for
[TABLE]
Taking into account all the possible situations we conclude that the case never occurs if
[TABLE]
To conclude the proof, suppose now that holds. Applying Lemma 2.8, the contradiction follows when
[TABLE]
We conclude that the case never occurs if
[TABLE]
Summing up, we can apply Lemma 2.2 for
[TABLE]
and therefore formula (2.4) is verified. ∎
5. Globally defined solutions and symbolic dynamics
In this section we prove Theorem 1.3. Actually, we are going to give just a sketch of the argument, which follows the same schemes of the one for the proof of [22, Theorem 4.5]. We also remark that one could adapt to the present setting also the discussion developed in [11, Section 6], in order to show that the existence of non-periodic bounded solutions coded by sequences of three symbols implies semiconjugation of a suitable map induced by with the Bernoulli shift.
Proof of Theorem 1.3.
Given , we fix the constants , , , and as in Theorem 1.2. The first crucial observation is that all these constants depend (besides on ) only on the behavior of the weight function on the intervals and with (and not on the length of the periodicity interval). As a consequence, the conclusion of Theorem 1.2 holds (with the same constants) even if, in place of , an interval of the type (with and ) is considered.
Let be an arbitrary sequence which is not identically zero.
If is -periodic for some integer , then an application of Theorem 1.2 in the interval ensures the existence of at least a -periodic solution of coded by .
If it is not the case, we approximate with the sequence , where is the -periodic sequence defined as
[TABLE]
An application of Theorem 1.2 on the interval (at least for sufficiently large, so that ) leads to the existence of a non-constant positive -periodic solution of such that
- •
, if for ;
- •
, if for ;
- •
, if for ;
for every and .
A compactness argument (cf. [22, Section 4.3]) ensures the existence of a solution of defined on and obtained as the limit of a subsequence of . Passing to the limit as , we have
- •
, if for ;
- •
, if for ;
- •
, if for ;
for every and .
To conclude the proof we have to show that the above inequalities are strict. This can be done using on one hand Lemma 2.3 (ensuring that ) and on the other hand the arguments exploited in Section 4.1 to prove that the alternatives and can not hold (notice that for these the periodicity is not necessary). ∎
Remark 5.1**.**
Given an integer , Theorem 1.2 provides positive -periodic solutions of . In this direction, it is natural to investigate whether such solutions have as minimal period, namely, whether they are not -periodic for any integer . A -periodic solution with this property is usually said to be a subharmonic solution of order (cf. [9] and [22, Section 4.1] for additional comments and references on the subject).
Given an integer , in order to produce at least a subharmonic solutions of order , it is sufficient to take the -periodic sequence given by and for . The minimality of the period is a consequence of the behavior of the solution given by . Following the discussion developed in [11, Section 6] and in [22, Section 4.2], one can give an estimate for the number of subharmonic solutions of order . Indeed, one can define a one-to-one correspondence between the aperiodic necklaces of length on colors and the non-null strings of length on symbols. Taking symbols/colors, the desired estimate is given by Witt’s formula:
[TABLE]
where is the Möbius function, defined on by , if is the product of distinct primes and otherwise. We refer to [18, Remark 4.1] for an interesting discussion on this formula.
6. Related results and remarks
We conclude the paper with some complementary results and remarks.
6.1. Subharmonic solutions
In the context of Theorem 1.1, if we further suppose that is of class in an interval and satisfies for every , then the equation
[TABLE]
has, for every and , positive subharmonic solutions of order for any integer large enough.
This follows from [9, Theorem 3.3], after having observed that the constant given therein does not depend on (actually, is obtained exactly as in Lemma 2.3). Let us stress that such a proof is of symplectic nature, being based on the Poincaré–Birkhoff fixed point theorem: therefore, the assumption is essential. Subharmonic solutions in the case can be found as in Remark 5.1 (for every integer ), but only for larger , i.e., .
6.2. Dirichlet and Neumann boundary conditions
A suitable variant of Theorem 1.2 is valid when equation is coupled with Dirichlet boundary conditions
[TABLE]
or Neumann boundary conditions
[TABLE]
Let us recall that, in both these cases, with a standard change of variable we can assume (cf. [17, Appendix C]).
In this context, it is possible to consider a slightly more general sign condition, with respect to , for the -weight . Precisely, can be allowed to have an initial negativity interval and, if or , to have , that is, can be non-negative in a left neighborhood of , provided that there exists at least one negativity interval (cf. [11, Section 7.2]).
The proofs require just minor modifications with respect to the ones given for the periodic problem. Precisely, the appropriate abstract setting for Dirichlet and Neumann boundary conditions is described in [11, Remark 2.1]; with this in mind, the general strategy in Section 4 remains the same. In order to verify the assumptions of the degree lemmas in Section 2.1, the estimates given in Section 2.2 can still be exploited, since they are of local nature, and the boundary condition at and can be used in place of the -periodicity to reach the desired contradictions. See also Figure 1 for a numerical example.
As standard corollaries, one can give multiplicity results for radially symmetric positive solutions of elliptic BVPs on annular domains (cf. [11, Section 7.3] and [20, Section 3]).
6.3. Stability issues
Dealing with equation (6.1) and assuming further that is of class in an interval and satisfies for every , some information about the linear (in)stability of the solutions found in Theorem 1.1 and Theorem 1.2 can be given. Here, linear stability/instability is meant in the sense of steady states of the corresponding parabolic problem, that is, a -periodic solution of (6.1) is said to be linearly stable (respectively, linearly unstable) if the principal eigenvalue of the -periodic problem associated with
[TABLE]
satisfies (respectively, ), cf. [32, Definition 2.1]. The same definition can be given when (6.1) is considered together with Dirichlet or Neumann boundary conditions (of course, the principal eigenvalue is meant with respect to the corresponding boundary conditions). It is worth mentioning that, for -periodic solutions, this notion of linear stability is completely unrelated with respect to the more traditional one, based on Floquet theory, arising as the linear version of Lyapunov stability [42].
Taking into account the above discussion, one can apply [9, Lemma 4.2] ensuring that for every positive -periodic solution of (6.1) satisfying . Therefore, choosing in Theorem 1.2, we conclude that all the solutions associated with the strings with for all , are linearly unstable (recall that, by property (2.5), these solutions satisfy ). By a careful checking of the computation in [9, Lemma 4.2], one can deduce the same conclusion when Dirichlet/Neumann boundary conditions are taken into account.
In the same way we can also deduce that the small solution in Theorem 1.1 is linearly unstable: this is consistent with [36, Theorem 1.3], proving, for the Neumann problem, that one solution is unstable (while a second one is stable).
6.4. Asymptotic analysis
Using the arguments described in [11, Section 5] and in [22, Section 3.5], it is possible to investigate the asymptotic behavior for of the solutions provided by Theorem 1.2 and Theorem 1.3 (with fixed). More precisely, if denotes a family of solutions coded by the same string , one can show that, up to subsequences, the following hold:
- •
converges to zero uniformly in all the negativity intervals of ;
- •
converges to zero uniformly in the positivity intervals such that ;
- •
converges to a positive solution of the Dirichlet problem associated with on the positivity intervals such that (notice that, from this discussion, it follows that such Dirichlet problems have at least two positive solutions, cf. [43]).
Similarly, one can discuss the case of Dirichlet and Neumann boundary conditions (in the Neumann case, whenever starts or ends with a positivity interval with corresponding , then converges in such an interval to a positive solution of a mixed Dirichlet/Neumann problem). We omit the details for briefness.
It is worth mentioning that, for the one-parameter equation
[TABLE]
that is, equation for and , the asymptotic behavior of the two positive solutions when has been carefully investigated in [41]. Roughly speaking, the small solution converges to zero uniformly in the whole , while the large solution converges to (respectively, to [math]) uniformly on every compact subinterval of the interior of the positivity intervals (respectively, negativity intervals), see [41, Theorem 1.3] for the precise statement. Of course, this result is unrelated with the one discussed above for the two-parameter equation , since in the latter case is fixed (and ). See also Figure 2 for a numerical investigation.
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