Local well-posedness of the Cauchy problem for a adic Nagumo-type equation
Abstract.
We introduce a new family of adic non-linear evolution equations. We establish the local well-posedness of the Cauchy problem for these equations in Sobolev-type spaces. For a certain subfamily, we show that the blow-up phenomenon occurs and provide numerical simulations showing this phenomenon.
Key words and phrases:
adic analysis, pseudo-differential operators, Sobolev-type spaces, blow-up phenomenon.2000 Mathematics Subject Classification:
Primary 47G30, 35B44; Secondary 46E36, 32P051. Introduction
Nowadays, the theory of linear partial pseudo-differential equations for complex-valued functions over adic fields is a well-established branch of mathematical analysis, see e.g. [1]-[6], [12]-[16], [22]-[25], [27]-[33], and references therein. Meanwhile very little is known about nonlinear adic equations. We can mention some semilinear evolution equations solved using adic wavelets [1], [24], a kind of equations of reaction-diffusion type and Turing patterns studied in [31], [33], a adic analog of one of the porous medium equation [17], [22], the blow-up phenomenon studied in [4], and non-linear integro-differential equations connected with adic cellular networks [30].
In this article we introduce a new family of nonlinear evolution equations that we have named as adic Nagumo-type equations:
where , , , , is the Taibleson operator, is a positive integer and is an operator of degree of the form , where the and . We establish the local well-posedness of the Cauchy problem for these equations in Sobolev-type spaces, see Theorem 1. For a certain subfamily, we show that the blow-up phenomenon occurs, see Theorem 2, and we also provide numerical simulations showing this phenomenon.
The theory of Sobolev-type spaces use here was developed in [34], see also [25], [18]. This theory is based in the theory of countably Hilbert spaces of Gel’fand-Vilenkin [8]. Some generalizations are presented in [9]-[10]. We use classical techniques of operator semigroups, see e.g. [3], [20]. The family of evolution equations studied here contains as a particular case, equations of the form
(1.1) |
where , is the Taibleson operator, that resemble the classical Nagumo-type equations, see e.g. [21].
In [7], the authors study the equations
(1.2) |
where , , , , . They establish the local well-posedness of the Cauchy problem for these equations in standard Sobolev spaces. There are several crucial differences between (1.1) and (1.2). The operators , are local while the operators , are non-local. The adic heat equation has an arbitrary order of pseudo-differentiability in the spatial variable, while in the classical fractional heat equation , the degree of pseudo-differentiability . This implies that the Markov processes attached to are completely different to the ones attached to . In other words, the diffusion mechanisms in (1.1) and (1.2) are completely different. Notice that our non-linear term involves pseudo-derivatives of arbitrary order , while in [7] only of first order . Of course, the adic Sobolev spaces behave completely different from their real counterparts, but the semigroup techniques are the same in both cases, since time is a non-negative real variable.
The article is organized as follows. In section 2, we review some basic aspects of the adic analysis and fix the notation. In section 3, we present some technical results about Sobolev-type spaces and adic pseudo-differential operators. In section 4, we show the local well-posedness of the adic Nagumo-type equations, see Theorem 1. In section 5, we show a subfamily of adic Nagumo-type equations whose solutions blow-up in finite time, see Theorem 2. In section 6, we present a numerical simulation showing the blow-up phenomenon.
2. Adic Analysis: Essential Ideas
In this section, we collect some basic results on adic analysis that we use through the article. For a detailed exposition the reader may consult [1], [14], [26], [29].
2.1. The field of adic numbers
Along this article will denote a prime number. The field of adic numbers is defined as the completion of the field of rational numbers with respect to the adic norm , which is defined as
where and are integers coprime with . The integer , with , is called the adic order of .
Any adic number has a unique expansion of the form
where and . By using this expansion, we define the fractional part of , denoted , as the rational number
2.2. Topology of
For , denote by the ball of radius with center at , and take . Note that , where is the one-dimensional ball of radius with center at . The ball equals the product of copies of , the ring of adic integers. We also denote by the sphere of radius with center at , and take . We notice that (the group of units of ), but . The balls and spheres are both open and closed subsets in . In addition, two balls in are either disjoint or one is contained in the other.
As a topological space is totally disconnected, i.e. the only connected subsets of are the empty set and the points. A subset of is compact if and only if it is closed and bounded in , see e.g. [29, Section 1.3], or [1, Section 1.8]. The balls and spheres are compact subsets. Thus is a locally compact topological space.
Since is a locally compact topological group, there exists a Haar measure , which is invariant under translations, i.e. . If we normalize this measure by the condition , then is unique.
Notation 1.
We will use to denote the characteristic function of the ball . For more general sets, we will use the notation for the characteristic function of a set .
2.3. The Bruhat-Schwartz space
A complex-valued function defined on is called locally constant if for any there exist an integer such that
(2.1) |
A function is called a Bruhat-Schwartz function (or a test function) if it is locally constant with compact support. Any test function can be represented as a linear combination, with complex coefficients, of characteristic functions of balls. The vector space of Bruhat-Schwartz functions is denoted by . We denote by the vector space of Bruhat-Schwartz functions. For , the largest number satisfying (2.1) is called the exponent of local constancy (or the parameter of constancy) of .
We denote by the finite-dimensional space of test functions from having supports in the ball and with parameters of constancy . We now define a topology on as follows. We say that a sequence of functions in converges to zero, if the two following conditions hold:
(1) there are two fixed integers and such that each ;
(2) uniformly.
endowed with the above topology becomes a topological vector space.
2.4. spaces
Given , we denote by the vector space of all the complex-valued functions satisfying
The corresponding vector spaces are denoted as , .
If is an open subset of , denotes the space of test functions with supports contained in , then is dense in
where is the normalized Haar measure on , for , see e.g. [1, Section 4.3]. We denote by the real counterpart of .
2.5. The Fourier transform
Set for . The map is an additive character on , i.e. a continuous map from into (the unit circle considered as multiplicative group) satisfying , . The additive characters of form an Abelian group which is isomorphic to . The isomorphism is given by , see e.g. [1, Section 2.3].
Given and , we set . The Fourier transform of is defined as
where is the normalized Haar measure on . The Fourier transform is a linear isomorphism from onto itself satisfying
(2.2) |
see e.g. [1, Section 4.8]. We will also use the notation and for the Fourier transform of .
2.6. Distributions
The vector space of all continuous linear functionals on is called the Bruhat-Schwartz space of distributions. Every linear functional on is continuous, i.e. agrees with the algebraic dual of , see e.g. [29, Chapter 1, VI.3, Lemma]. We denote by the dual space of .
We endow with the weak topology, i.e. a sequence in converges to if for any . The map
is a bilinear form which is continuous in and separately. We call this map the pairing between and . From now on we will use instead of .
Every in defines a distribution by the formula
Such distributions are called regular distributions. Notice that for , , where denotes the scalar product in .
2.7. The Fourier transform of a distribution
The Fourier transform of a distribution is defined by
The Fourier transform is a linear (and continuous) isomorphism from onto . Furthermore, .
3. Sobolev-Type Spaces
The Sobolev-type spaces used here were introduce in [34], [25]. We follow here closely the presentation given in [18, Sections 10.1, 10.2].
We set for . Given and , we define the scalar product:
where the bar denotes the complex conjugate. We also set , and denote by the completion of with respect to . Notice that if , with , then and (continuous embedding). In particular,
where . We set
Since for , where is the integer part function, then . With the topology induced by the family of seminorms , becomes a locally convex space, which is metrizable. Indeed,
is a metric for the topology of considered as a convex topological space. The metric space is the completion of the metric space , cf. [18, Lemma 10.4]. Furthermore, , and is continuously embedded in . This is the non-Archimedean analog of the Sobolev embedding theorem, cf. [18, Theorem 10.15 ].
Lemma 1.
If , with , , then .
Proof.
Take , then by using the Hölder inequality for the exponents ,
∎
The following characterization of the spaces and is useful:
Lemma 2 ([18, Lemma 10.8]).
(i) , (ii) . The equalities in (i)-(ii) are in the sense of vector spaces.
Proposition 1.
If , then is a Banach algebra with respect to the product of functions. That is, if , then and , where is a positive constant.
Proof.
By the ultrametric property of , for , we have , which implies that
for . Therefore
(3.1) |
Now, for , by using (3.1),
Then
Since , , by using the Cauchy-Schwarz inequality with , we have , , i.e. , . Now, by the Young inequality, we obtain that
∎
3.1. The Taibleson operator
Let , the Taibleson operator is defined as
for . This operator admits the extension
to locally constant functions satisfying
The Taibleson operator is the adic analog of the fractional derivative. If , agrees with the Vladimirov operator. The operator does not satisfy the chain rule neither Leibniz formula. We also use the notation , when the Taibleson operator acts on functions depending on the variables and .
Given , we define
Lemma 3 ([18, Lemma 10.13 and Theorem 10.15]).
For , the mapping is a well-defined continuous mapping between Banach spaces.
Lemma 4.
Take and . Then
where is a positive constant that depends of , and .
4. Local well-posedness of the adic Nagumo-type equations
4.1. Some technical remarks
Let , Banach spaces, and let a continuous function. The Cauchy problem
(4.1) |
is locally well-posed in , if the following conditions are satisfied.
(i) There is and a function , with , satisfying the differential equation in the following sense:
where the derivatives at and are calculated from the right and left, respectively.
(ii) The initial value problem (4.1) has at most one solution in .
(iii) The function is continuous. That is, let be a sequence in such that in and let , resp. , be the corresponding solutions. Let , then the solutions are defined in for all big enough and
4.2. Main result
Consider the following Cauchy problem:
(4.2) |
where , , , , and is a positive integer. The main result of this work is the following:
Theorem 1.
For , the Cauchy problem (4.2) is locally well-posed in .
4.3. Preliminary results
We denote by , , the semigroup in generated by the operator , that is,
Lemma 5.
is a semigroup of contractions in , , satisfying for . Moreover, is the unique solution to the following Cauchy problem:
(4.3) |
where is an arbitrary positive number.
Proof.
Lemma 6.
Let , , . Then, there exists a positive constant that depends of and such that
(4.4) |
Proof.
We first notice that
We now set and . By using the fact that reaches its maximum at , we conclude that
∎
Proposition 2.
Let and . Then is a continuous function satisfying
(4.5) |
for , here is a continuous function, which is not decreasing with respect to each of their arguments. In particular,
(4.6) |
Proof.
We first notice that
where . By using Proposition 1 and Lemma 4, the condition implies that if , then any polynomial function in belongs to , and
where . Then
where
∎
For and , we set
We endow with the metric . The resulting metric space is complete.
Proposition 3.
Take with , . Then, there exists and a unique function satisfying the integral equation
(4.7) |
such that . Here as before.
Remark 1.
Proof.
Given , we set
Claim 1. .
Take , then
(4.8) | |||
Since is a semigroup in , cf. Lemma 5, the first term on the right-hand side of the inequality (4.8) tends to zero when . To study the second term, we assume without loss of generality that . Then
By using Lemma 6 with and Proposition 2,
Now, by applying the dominated convergence theorem,
By a similar argument, one shows that
and since
(4.9) |
we have
(4.10) | |||
and consequently, by applying the dominated convergence theorem,
Claim 2. There exists such that .
By using a reasoning similar to the one used to established inequality (4.10), one gets
Now taking such that
(4.11) |
we conclude that , for all .
Claim 3. There exists such that is a contraction on.
Given , , by using Proposition 2, with
see (4.9), we have
Thus, taking such that
(4.12) |
we obtain that , that is, is a strict contraction in . We pick such that the inequalities (4.11) and (4.11) hold true, and apply the Banach Fixed Point Theorem to get a unique fixed point of , which satisfies the integral equation (4.7), where . ∎
Remark 2.
Let be a Banach space and let be an operator with dense domain such that is the infinitesimal generator of a contraction semigroup . Fix and let be a continuous function. Consider the Cauchy problem:
(4.13) |
Then
(4.14) |
for , see e.g. [3, Lemma 4.1.1]. Conversely, if , ,
then a solution of (4.14) is a solution of the Cauchy problem (4.13), see e.g. [3, Proposition 4.1.6].
Proposition 4.
Proof.
Lemma 7 ([20, Theorem 5.1.1]).
If , with , is real-valued function such that. If
for a.e., where and then for almost all in .
Proposition 5.
Proof.
Proposition 6.
Let and . Then, the map is continuous in the following sense: if in and , with , are the corresponding solutions to the Cauchy problem (4.2) with . Then, there exist and a positive integer such that for all and
(4.15) |
Proof.
By Proposition 3, the are continuous functions of , then, given there exists such that for all . We set . Therefore, all the are defined on , furthermore, for all , and
where . Now
4.4. Proof of the Main result
5. The Blow-up phenomenon
In this section, we study the blow-up phenomenon for the solution of the equation
(5.1) |
where . We will say that a non-negative solution of (5.1) blow-up in a finite time , if . This limit makes sense since is continuously embedded in , [18, Theorem 10.15 ].
5.1. adic wavelets and pseudo-differential operators
We denote by the vector space of continuous valued functions defined on .
We fix a function and define the pseudo-differential operator
where .
The set of functions defined as
(5.2) |
where , , and runs through a fixed set of representatives of , is an orthonormal basis of consisting of eigenvectors of operator :
(5.3) |
see e.g. [18, Theorem 3.29], [1, Theorem 9.4.2]. Notice that
and then
In particular, , for any and , and since ,
And,
then
5.2. The blow-up
In this section, we assume that is real-valued non-negative solution of the Cauchy problem (4.2) in . We set , so . Thus defines a (positive) measure. We also set , where is a positive solution of (5.1), then
(5.4) |
Now, by using that , , and , since for , is a Banach algebra contained in cf. Proposition 1, and applying the Parseval-Steklov theorem, we get (5.4) can be rewritten as
Since the function is convex because
for , and , we can use the Jensen’s inequality to get , then the function can not remain finite for every . Then there exists such that , hence blow ups at the time . Then we have established the following result:
Theorem 2.
Let be a positive solution of (5.1). Then there depending on the initial datum such that .
6. Numerical Simulations
In this section, we present two numerical simulations for the solution of problem (5.1) (in dimension one) for a suitable initial datum. We solve and visualize (using a heat map) the radial profiles of the solution of (5.1). We consider equation (5.1) for radial functions . In [15], Kochubei obtained a formula for as an absolutely convergent real series, we truncate this series and then we apply the classic Euler Forward Method (see e.g. [23]) to find the values of , when (vertical axis) and when (horizontal axis). In Figure 1, on the left, the heat map of the numerical solution of the homogeneous equation with initial data (Gaussian bell type), and parameters , , . On the right side, we have the numerical solution of the equation , with , , , and .
On the left side of the Figure 1, we observe that the solution is uniformly decreasing with respect to the variable . This behavior is typical for solutions of diffusion equations. These equations have been extensively studied, see e.g. [18], [35] and the references therein.
On the right side of Figure 1, we see that the evolution of is controlled by the diffusion term , up to a time (blow-up time), this behavior is similar to that described above. When , the reactive term takes over and grows rapidly towards infinity.
The method converges quite fast, but still lacks a mathematical formalism to support it, for this reason we refer to it as a numerical simulation of the solution.
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