Abstract
Following the methodology of Brasco (Adv Math 394:108029, 2022), we study the long-time behavior for the signed fractional porous medium equation in open bounded sets with smooth boundary. Homogeneous exterior Dirichlet boundary conditions are considered. We prove that if the initial datum has sufficiently small energy, then the solution, once suitably rescaled, converges to a nontrivial constant sign solution of a sublinear fractional Lane–Emden equation. Furthermore, we give a nonlocal sufficient energetic criterion on the initial datum, which is important to identify the exact limit profile, namely the positive solution or the negative one.
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1 Introduction
In this paper, we will achieve some stabilization results for solutions to an initial boundary value problem for the Fractional Porous Medium Equation (FPME for short), of the form
Here we consider the porous medium regime, i.e., \(m>1\), we assume \(0<s<1\), and \(\Omega \) is a bounded open set of \({\mathbb {R}}^N\). A broad theory has been developed for this problem under several aspects (existence, uniqueness, regularity etc.), see for instance [2, 3, 5,6,7]. The main result of this paper concerns solutions emanating from initial data \(u_0\) for which the energy functional
does not exceed its first excited level when the choice \(\varphi = |u_0|^{m-1}u_0\) is made. By following the methodology of [13], in which the local case was considered, we compute the large time asymptotic profile of such solutions in this non-local framework. As in the local case, sign-changing initial data are included in the analysis: irrespective of their sign, if their energy is small enough then they give rise to solutions that in the large time limit are asymptotic to functions with a spatial profile arising in the energy minimization.
For a precise statement, we need to introduce, for all \(q\in (1,2)\) and \(\alpha \in (0,+\infty )\), the functional defined on the fractional Sobolev space \({{\mathcal {D}}}^{s,2}_0(\Omega )\) (see Sect. 2 for definitions) by
whose critical points, by definition, are the weak solutions of the Lane-Emden equation
with homogeneous Dirichlet boundary conditions. It is known [17] that the minimal energy
is achieved by a solution with constant sign, that it is unique (up to the sign). Also, we set
and we observe that \(\Phi ^{-1}(\varphi ) = |\varphi |^{q-2}\varphi \) where \(q=(m+1)/m\). Now, following [13], we define the second critical energy level, or first excited level, as it follows
It turns out that there is a gap between this value and (1.4), i.e., we have \(\Lambda _1<\Lambda _2\) if the domain is smooth (see Corollary 3.1). The solution to problem (1.1) has the following stabilization property.
Theorem 1.1
Let \(m>1\), \(0<s<1\), and let \(\Omega \) be a bounded open set in \({\mathbb {R}}^N\) with \(C^{1,1}\) boundary. Given \(u_0\in L^{m+1}(\Omega )\), with \(\Phi (u_0)\in {{\mathcal {D}}}^{s,2}_0(\Omega )\) and
and let u be the weak solution of the fractional porous media equation (1.1) with initial datum \(u_0\). Then,
where \(\Phi (U)\in \{w_\Omega ,-w_\Omega \}\) and \(w_\Omega \) is the positive minimiser of \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\) on \({{\mathcal {D}}}^{s,2}_0(\Omega )\).
Besides on \(\Omega \), the function \(w_\Omega \) that achieves the minimum in (1.4) depends on m (through \(\alpha \) and q) and on s; we refer to the material in Sect. 3 for its existence and uniqueness, that are however well known. Recall that, in the case of nonnegative data \(u_{0}\), it is also well-known (see [3, 5]) that the solution u stabilizes toward the so-called Friendly Giant, following the denomination due to Dahlberg and Kenig for the standard porous medium equation [15] (see also [21, Sec. 5.9]), namely
That is a separate variable solution taking \(+\infty \) as initial value. In particular, in [3, 5] various interesting results are shown, related to the finer problem of the sharp convergence rate of the relative error, a question that was also faced in the classical paper [1].
As said, Theorem 1.1 can be proved via the approach used in [13] to deal with the local problem, thanks to a Lyapunov-type property of the energy functional (1.2): namely, that
whenever v is an energy solution (see Sect. 4 for precise definitions) of the initial boundary value problem for the rescaled equation
This property is inferred, in this paper, from an entropy–entropy dissipation estimate in Sect. 4. In order to prove it, we produce solutions by the classical Euler implicit time discretization scheme. That has the advantage of providing a discrete version of the desired inequality in which we can pass to the limit. We prefer this approach to considering solutions to a uniformly parabolic approximation, as done in [13] for the local problem, mainly because that would require \(C^{1,\alpha }\) estimates for the non-local operators that are obtained by regularizing the signed FPME; incidentally, we mention that strong results of this type can be found in [2] in the case of non-negative solutions.
We recall here in brief the use of the Lyapunov property for the proof of Theorem 1.1. Given a solution u of (1.1), the equation (1.5) for the function \(v(x,t)=e^{\alpha t} u(x,e^t-1)\) describes a system that evolves, irrespective of the starting conditions, to fixed points, i.e., states of the form \(\Phi ^{-1}(w)\) with w being a critical point of the energy functional. Because of the isolation of the energy minimizing solutions \(\pm w_\Omega \), proved in [17], this and the Lyapunov property imply that the disconnected set \(\{\pm \Phi ^{-1}(w_\Omega )\}\) has a non-empty basin of attraction, including all initial states with energy smaller than the first excited level. (The isolation property implies some restriction on boundary regularity: assumptions weaker than those made in the our main statement are also feasible, but that is not the object of this paper.)
Eventually, by the compactness of the relevant Sobolev embedding, by energy coercivity, and by the Lyapunov property, orbits are relatively compact; thus, the \(\omega \)-limit is connected and the only possible cluster point of the orbit emanating from an initial state \(u_0\) below the energy threshold is either \(\Phi ^{-1}(w_\Omega )=w_\Omega ^{q-1}\) or \(\Phi ^{-1}(-w_\Omega )=-w_\Omega ^{q-1}\).
Yet, meeting the threshold requirement in Theorem 1.1 implies no restriction on the sign that \(u_0\) should take in \(\Omega \), nonetheless: indeed, sign-changing initial data with energy as small as required in Theorem 1.1 exist, see Proposition 3.2 and Corollary 3.1. The relevance in energy of the nodal sets, instead, enters in predicting which one of the two possible limit profiles the orbit will accumulate to. The following Proposition, which is the non-local counterpart of an analogous result of [13], quantifies this idea.
Proposition 1.1
Under the assumption of Theorem 1.1, we have \(U = \Phi ^{-1}(w_\Omega )\) if either
or
We observe that Assumption (1.6b) is consistent with the analogous one made in the local case in [13, Proposition 1.4]. In that respect, note that the double integral disappears in the limit as \(s\rightarrow 1\), if renormalized by a degenerating factor (we refer to Remark 5.1 below for more details).
The proof of Proposition 1.1 is by contradiction and makes use of a hidden convexity of Gagliardo’s seminorm. This property, under the assumptions (1.6), allows one to “prolong in the past” the orbits \(v(\cdot ,t)\) of (1.5) that stabilize toward \(-w_\Omega ^{q-1}\) by a trajectory defined for negative times, connecting the initial datum \(u_0\) to \(w_\Omega ^{q-1}\), with an energy control. It turns out, also in view again of the Lyapunov property, that this would contradict the mountain pass-type description
of an excited level. In order to see this, in Sect. 3 we formulate this variational principle in a way that differs from standards in that the admissible \(\gamma \), joining \(w_\Omega \) and \(-w_\Omega \), are only required to be continuous with values in the class of real valued measurable functions on \(\Omega \) endowed with the topology of the convergence in measure, rather than the strong topology of Sobolev spaces.
2 Notations and assumptions
Throughout this paper, we assume \(\Omega \) to be an open bounded set, we take \(s\in (0,1)\), and we let \(m>1\). Then, we denote by \({{\mathcal {D}}}^{s,2}_0(\Omega )\) be the completion of \(C^\infty _0(\Omega )\) with respect to the norm
Remark 2.1
Since by assumption \(\Omega \) supports a Poincaré-type inequality, we have
Also, \({{\mathcal {D}}}^{s,2}_0(\Omega )\) coincides with the closure of \(C^\infty _0(\Omega )\) with respect to the norm \(\Vert \cdot \Vert _{L^p}+[\,{\cdot }\,]_s\) (sometimes denoted by \({{\widetilde{W}}}^{s,2}_0(\Omega )\), see [12]). For more details on this functional-analytic setting, we refer to the treatise [16, Chap. 3].
For every \(\varphi \in C^2(\Omega )\), we take
as the definition of the s-laplacian of u at point x. As s is fixed, we are not interested in multiplying the principal value integral by any renormalization factor.
By \(L^0(\Omega )\), we shall denote the space of all (equivalence classes of) real valued measurable functions on \(\Omega \), endowed with the topology of the convergence in measure.
For all \(1<q<2\) let us define
Given \(1<q<2\) and \(\alpha >0\), we consider the functional
for all \(\varphi \in {{\mathcal {D}}}^{s,2}_0(\Omega )\).
3 Elliptic toolkit
The critical points of \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\) are the weak solutions \(\varphi \in {{\mathcal {D}}}^{s,2}_0(\Omega )\) of the Lane-Emden type equation
which means
Lemma 3.1
Let \(1<q<2\) and \(\alpha >0\). Then, the functional \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\) is coercive on \({{\mathcal {D}}}^{s,2}_0(\Omega )\), i.e.,
for all \(\varphi \in {{\mathcal {D}}}^{s,2}_0(\Omega )\), where C is a constant depending on \(\Omega \),q,s, only.
Proof
Since \(q<2\), by Young’s inequality we have
and then using (2.3) gives (3.3). \(\square \)
3.1 The ground state level
We collect some properties of the minimal energy level, defined as
Lemma 3.2
Let \(\alpha >0\) and \(1<q<2\). Then,
- (i):
-
the energy functional \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\) achieves the minimum in (3.4);
- (ii):
-
the minimum \(\Lambda _1\) of \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\) is a strictly negative number;
- (iii):
-
\({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\) has exactly two minimisers w and \(-w\), where w is a strictly positive function;
Proof
By (3.3), assertion (i) follows by the compactness of the embedding of \({{\mathcal {D}}}^{s,2}_0(\Omega )\) into \(L^q(\Omega )\).
Then, given any nonzero \(\varphi \in {{\mathcal {D}}}^{s,2}_0(\Omega )\), in view of (2.4) we have \({\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}\!\left( t\varphi \right) <0\) for t small enough, which implies (ii).
As for (iii), we argue as in [10, Proposition 2.3] and we let \(\varphi \) be a minimiser. Then \(|\varphi |\) is also a minimiser, because \({\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}\!\left( |\varphi |\right) \le {\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}\!\left( \varphi \right) \) by the elementary inequality \((|a|-|b|)^2\le (a-b)^2\) with \(a=\varphi (x)\), \(b=\varphi (y)\), and thence
Summing the latter to (3.2) gives that the positive part \((u+|u|)/2\) of u is a non-negative weak supersolution of (3.1). Then, it must be either identically zero or strictly positive by the strong maximum principle for the fractional Laplacian, see e.g. [18, Lemma 6] or [17, Proposition 7.1]. As a consequence, minimisers are non-negative solutions of (3.1). By [17, Proposition 3.4] (see also Remark 4.1 therein), non-negative weak solutions of (3.1) are unique, and then we deduce (iii). \(\square \)
3.2 Higher energies
We now consider general critical energy levels, i.e., values of the energy functional \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\) at its critical points (not necessarily minimizers), and we prove some related basic properties.
Lemma 3.3
Let \(1<q<2\) and \(\alpha >0\). Then
- (i):
-
\({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\) satisfies the Palais-Smale condition;
- (ii):
-
\({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\) has the mountain pass structure;
- (iii):
-
its critical levels form a compact subset of \([\Lambda _1,0]\).
Proof
The first statement is the compactness in \({{\mathcal {D}}}^{s,2}_0(\Omega )\) of every Palais-Smale sequence. Then, we let \((\varphi _n)_{n\in {\mathbb {N}}}\) be one. Without loss of generality, that amounts to assuming that
and that, for all \(\psi \in {{\mathcal {D}}}^{s,2}_0(\Omega )\) with \(\Vert \psi \Vert _{{{\mathcal {D}}}^{s,2}_0(\Omega )}=1\), we have
By Lemma 3.1, Eq. (3.5a) implies that \((\varphi _n)_{n\in {\mathbb {N}}}\) is bounded in \({{\mathcal {D}}}^{s,2}_0(\Omega )\). Thus, thanks to the compactness of the embedding into \(L^q(\Omega )\), a subsequence of \((\varphi _n)_{n\in {\mathbb {N}}}\) (that we do not relabel) converges to some limit \(\varphi \) weakly in \({{\mathcal {D}}}^{s,2}_0(\Omega )\) and strongly in \(L^q(\Omega )\).
The function \(\varphi \) is a weak solution of (3.1), thanks to (3.5b) and to the fact that
which holds because \(\psi \in L^q(\Omega )\) and \(\Vert |\varphi _n|^{q-2}\varphi _n-|\varphi |^{q-2}\varphi \Vert _{L^{q/(q-1)}(\Omega )}\rightarrow 0\), as \(n\rightarrow \infty \). In turn, this latter assertion follows from the convergence to \(\varphi \) of the sequence \((\varphi _n)_n\) in \(L^q(\Omega )\): to see this, one can use the Hölder continuity of the function \(\tau \mapsto |\tau |^{q-2}\tau \) for \(q<2\).
Then, we can choose \(\psi =\varphi \) in (3.2), which gives
Then,
Here, we used (3.6) for the first equality, the convergence in \(L^q(\Omega )\) for the second one, Eq. (3.5b) for the inequality, and Lemma 3.1 together with (3.5a) for the last equality. Hence, by the sequential weak lower semicontinuity of \([\,{\cdot }\,]_s^2\) the convergence of the sequence is also strong in \({{\mathcal {D}}}^{s,2}_0(\Omega )\).
We have proved statement (i) and we consider now (ii), which means
where w is the positive solution of (3.4). The contrapositive statement is that \({\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}\!\left( \varphi _j\right) \rightarrow \Lambda _1\) along a sequence all whose elements are far, in \({{\mathcal {D}}}^{s,2}_0(\Omega )\), both from w and from \(-w\) at least half as much as the distance between w and \(-w\), in contradiction with the strong convergence either to w or to \(-w\), that follows by coercivity (see Lemma 3.1).
So, (ii) is true and we are left to prove (iii). To do so, we observe that if \(\varphi \in {{\mathcal {D}}}^{s,2}_0(\Omega )\) is a critical point of \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\) then choosing \(\psi =\varphi \) in (3.2) yields (3.6). Thus, all critical levels belong to a bounded set, contained in \([\Lambda _1,0]\). To prove that their collection is closed, we write (3.6) with \(\varphi \) replaced by \(\varphi _n\), an arbitrary sequence of critical points with energy accumulating to a limit value \(\Lambda \). Then, by the compactness of the embedding of \({{\mathcal {D}}}^{s,2}_0(\Omega )\) into \(L^q(\Omega )\), the limit \(\varphi \) of the sequence in \({{\mathcal {D}}}^{s,2}_0(\Omega )\) satisfies Eq. (3.1), and so \({\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}\!\left( \varphi \right) =\Lambda \) by construction. \(\square \)
3.3 Mountain pass level
In the following, we recall how to construct a mountain pass energy level by considering paths of bounded energy that are continuous with respect to the topology of the convergence in measure.
Proposition 3.1
Set
Then, for all \(1<q<2\) and \(\alpha >0\),
is a critical value of \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\).
Proof
We first notice that \({\mathfrak {Z}}\) can been replaced with the class
Indeed \({\mathfrak {Z}}_q\subset {\mathfrak {Z}}\) because the convergence in \(L^{q}\) implies that in measure. For the reverse inclusion, we take \(z\in {\mathfrak {Z}}\). Then \([z(t)]_{s}^2\le C\), for some constant \(C>0\), for all \(t\in [0,+\infty )\setminus {\mathcal {N}}\), where \({\mathcal {N}}\) is a negligible set in \([0,+\infty )\). If \({\bar{t}}\in {\mathcal {N}}\) and \((t_{n})\subset [0,+\infty ){\setminus }{\mathcal {N}}\) converges to \({\bar{t}}\). Since by Fatou Lemma the nonlocal energy \([\,{\cdot }\,]_{s}^2\) is lower semicontinuous with respect to the convergence in measure and \(z(t_n)\rightarrow z({{\bar{t}}})\) in measure, we have \([z({{\bar{t}}})]_s^2\le C\) as well. Hence, z is equibounded in \({{\mathcal {D}}}^{s,2}_0(\Omega )\) and, by the compact embedding in \(L^q(\Omega )\), it follows that from every arbitrary sequence \(t_n\) converging to any given \(t_0\ge 0\) we may extract another one along which z converges in \(L^q(\Omega )\) to a limit, that must always be \(z(t_0)\) because \(z(t_n)\rightarrow z(t_0)\) in measure. Hence, by the Urysohn property of \(L^q(\Omega )\) convergence, we see that z is continuous with values in \(L^q(\Omega )\).
Next, one sees that
where
This can be seen by repeating verbatim the passages in Part 3 of the proof of [13, Theorem 4.2], and we skip the details here.
The third step is then to prove that
where
We prove this claim by arguing as in Part 2 of the proof of [13, Theorem 4.2]. More precisely, we fix \(\varepsilon >0\) and we take \(\gamma _\varepsilon \in C([0,1];L^q(\Omega ))\), such that \(\gamma _\varepsilon (0)=w\), \(\gamma _\varepsilon (1)=-w\), and
Thus, if we fix \(\delta >0\), by uniform continuity there exists \(\eta >0\) such that if \(|t-s|<\eta \), we have
Now we take a partition \(\{t_0,\dots ,t_k\}\) of [0, 1] such that
then we define the new curve \(\theta _\varepsilon :[0,1]\rightarrow {{\mathcal {D}}}^{s,2}_0(\Omega )\), which is given by the piecewise affine interpolation of the points \(\gamma _\varepsilon (t_0),\gamma _\varepsilon (t_1),\dots ,\gamma _\varepsilon (t_k)\), namely
Then we take \(\delta >0\) and we find a finite increasing sequence of real numbers \(t_i\in [0,1]\) such that for each interval \([t_{i-1},t_i] \) we have \(\Vert \gamma _\varepsilon (t)-\gamma (s)\Vert _{L^q(\Omega )}\le \delta \) for all s, t in that interval. Let \(\theta _{\varepsilon ,\delta }\) denote the piecewise affine interpolation of the finite sequence of points \(\gamma (t_i)\). We set
Then, by the standard convexity of the squared seminorm we have
Thus,
where
Now, by using (3.7) we get
Also, since the infimum in (2.3) is positive, by the coercivity estimate of Lemma 3.1 and by (3.7),
Hence, we can infer the estimate \({\mathcal {R}}_1-{\mathcal {R}}_2\le C\delta \), with a constant C depending only on the data, as done in [13]. Inserting this estimate in (3.8) we arrive at that
Since the piecewise affine path \(\theta _{\varepsilon ,\delta }\) is obviously continuous with values in \({{\mathcal {D}}}^{s,2}_0(\Omega )\) and \(\delta ,\varepsilon \) were arbitrary, we deduce that
The opposite inequality also holds, because \({\mathfrak {S}}\subset {\mathfrak {G}}\), and that ends the third step of the proof.
By combining the previous three steps, we see that
and in order to conclude it suffices to prove that the right hand side defines a critical level. Since by Lemma 3.3 the functional \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\) has a mountain pass structure, the desired conclusion is therefore a general consequence of [20, Chap. §2, Theorem 6.1].
\(\square \)
3.4 First excited level and spectral gap.
We set
We point out that the set in the right-hand side is never empty because it always contains 0, which is the critical value associated with the critical point \(u\equiv 0\). Also, its infimum is in fact a minimum because the critical levels form a closed set, by Lemma 3.3.
We first notice that if a gap exists between \(\Lambda _1\) and \(\Lambda _2\) then it gives room to energy levels of sign-changing functions.
Proposition 3.2
Let \(1<q<2\) and \(\alpha >0\), and assume that \(\Lambda _2>\Lambda _1\). Then there exists a sign-changing function \(\varphi \in {{\mathcal {D}}}^{s,2}_0(\Omega )\) with \(\Lambda _1<{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}\!\left( \varphi \right) <\Lambda _2\).
Proof
As in [13, Proposition 3.5], \(\varphi \) will be given by the separate contributions of the least energy solution \(w_\varepsilon \) in \( \Omega _\varepsilon = \left\{ x\in \Omega \mathbin {:} \textrm{dist}(x,\partial \Omega )>\varepsilon \right\} \) and of a function supported in a ball \(B_{r_\varepsilon }(x_\varepsilon )\) contained in \(\Omega \setminus \Omega _\varepsilon \).
We fix \(\eta _0\in (0,\Lambda _2-\Lambda _1)\). Arguing as done in [13] we see that for an appropriate \(\varepsilon _0>0\) we have
Then, we fix \(\psi \in C^\infty _0(B_1)\), \(\psi \not \equiv 0\), and for all \(\varepsilon \in (0,\varepsilon _0)\) we define \(\psi _\varepsilon (x)=r_\varepsilon ^s\psi (\frac{x-x_\varepsilon }{r_\varepsilon })\), which implies
Also, we have the general identity
Now we make the choice \(r_\varepsilon =\varepsilon ^2\), so that
With that choice, from (3.11) we also get \({\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}\!\left( \psi _{\varepsilon }\right) =O(\varepsilon ^{2N})\), as \(\varepsilon \rightarrow 0^+\). By pairing this and (3.13), from the identity (3.12) we deduce that \({\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}\!\left( w_\varepsilon -\psi _{\varepsilon }\right) = {\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}\!\left( w_\varepsilon \right) +O(\varepsilon ^N)\), as \(\varepsilon \rightarrow 0^+\). Hence and from (3.10) we infer that the function \(\varphi _\varepsilon =w_\varepsilon -\psi _{\varepsilon }\) has energy \({\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}\!\left( \varphi _\varepsilon \right) <\Lambda _2\) for \(\varepsilon \in (0,\varepsilon _0) \) small enough. On the other hand, \(\varphi \in {{\mathcal {D}}}^{s,2}_0(\Omega )\) and so \({\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}\!\left( \varphi _\varepsilon \right) \ge \Lambda _1\), and the inequality must be strict because of assertion (iii) in Lemma 3.2. \(\square \)
Now we recall a general consequence of the uniqueness of (positive) energy minimizing functions: if there is a spectral gap, then the mountain pass does not collapse on the global minimum.
Proposition 3.3
Under the assumptions of Proposition 3.1, we have \(\Lambda ^*\ge \Lambda _2\).
Proof
Either \(\Lambda _2=\Lambda _1\), and then there is nothing to prove, or else \(\Lambda _2>\Lambda _1\). In arguing by contradiction, we then assume \(\Lambda _2>\Lambda _1\) and \(\Lambda ^*=\Lambda _1\). Then we can find a sequence of admissible paths \(z_j\) for the definition of \(\Lambda ^*\) such that \(\sup _{t\ge 0} {\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}\!\left( z_j(\cdot ,t)\right) <\Lambda _1+2^{-j}\). Since each \(t\mapsto z_j(\cdot ,t)\) is continuous with values in \(L^0(\Omega )\), there exists two sets \(B,B'\subset {{\mathcal {D}}}^{s,2}_0(\Omega )\) that are disjoint and open with respect to the (metrizable) topology of the convergence in measure, with \(w\in B\) and \(-w\in B'\), such that for every j we find \(t_j>0\) with \({\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}\!\left( z_j(\cdot ,t_j)\right) <\Lambda _1+2^{-j}\). Then, the functions \(z_j(\cdot , t_j)\) would form a minimizing sequence for \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\), in contradiction with the fact that they all are bounded away both from the minimizers \(w,-w\) in \(L^0(\Omega )\). \(\square \)
We end this section by recalling an important consequence of the stability of energy minimizing solution of the elliptic problem, which in turn implies the fundamental gap, proved in [17] for the non-local problem following the method used in [11] for the local one. The following statement differs little from the original one in [17], which simply states the isolation with respect to the \(L^1(\Omega )\) topology instead of the topology of the convergence in measure.
Theorem 3.1
Let \(1<q<2\) and \(\alpha >0\), and let w be the positive minimizer of \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\). Assume that \(\Omega \) is a bounded \(C^{1,1}\) open set. Then, the set \(\{w,-w\}\) is bounded away in \(L^0(\Omega )\) from any other critical point of \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\).
Proof
We argue by contradiction and we assume that a sequence of critical points \(u_j\) of \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\) converges in measure to w. Since critical energies are negative (see statement (iii) in Lemma 3.3) and the energy is coercive (see Lemma 3.1), the sequence belongs to a bounded subset of \({{\mathcal {D}}}^{s,2}_0(\Omega )\). Then, by the compactness of the embedding into \(L^q(\Omega )\), the sequence converges to w also in \(L^q(\Omega )\), which contradicts the conclusion of [17, Proposition 6.1]. \(\square \)
Arguing similarly as in [13, Lemma 3.4] one can observe that if \(\left\{ \varphi _{n}\right\} \) is minimizing sequence of \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\), then it converges, up to subsequence, either to the positive minimizer w or to \(-w\). We have then the following direct consequence of Theorem 3.1, namely the fundamental gap between the first and the second critical energy level of the functional \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\). The proof is similar to the relevant one in [13, Proposition 3.5].
Corollary 3.1
Let \(1<q<2\) and \(\alpha >0\). If \(\Omega \) is a bounded \(C^{1,1}\) open set, then \(\Lambda _2>\Lambda _1\).
4 The (rescaled) parabolic problem
Given a solution u of (1.1), the rescaled function \(v(x,t)=e^{\alpha t} u(x,e^t-1)\) solves the following Dirichlet initial boundary value problem
We recall here the definition of weak solutions for problem (4.1).
Definition 4.1
Given \(T\in (0,+\infty ]\) and given \(u_0\in L^{m+1}(\Omega )\), with \(\Phi (u_0)\in {{\mathcal {D}}}^{s,2}_0(\Omega )\), a function
is said to be a weak solution of (4.1) in \(Q_T=\Omega \times (0,T)\) if the integral equation
holds for all \(\eta \in C_{c}^\infty (Q_{T})\).
Remark 4.1
Under the a priori assumption (4.2) made in Definition 4.1, weak solutions are often called energy weak solution in the literature [14]. Also, as done in [14], it is possible to prove that weak solutions are strong, with a number of implications (e.g., \(L^1\) contractivity, comparison principles, and more), but in this paper we can limit our attention to (energy) weak solutions. We mention here that a complete basic theory for the weak-dual solutions to (1.1) is given in [4].
4.1 Well-posedness and entropy–entropy dissipation inequality
A crucial ingredient for the proof of our main result is the inequality proved in the following theorem, where we set
As mentioned in the introduction, the main approach consists first in establishing a discrete version of the energy inequality (4.4) below: passing to the limit in the energy estimate will produce its continuous version, satisfied by the unique weak solution to the rescaled problem (4.1).
Theorem 4.1
Let \(u_0\in L^{m+1}(\Omega )\), with \(\Phi (u_0)\in {{\mathcal {D}}}^{s,2}_0(\Omega )\). Then, there exists a unique weak solution of (4.1) in Q with \(v(0)=u_0\). Moreover, \(\partial _tg(v)\in L^2(Q)\) and the estimate
holds for all \(t>0\), for some positive constant \(C_{0}=C_{0}(m)\), depending only on m.
Proof
We fix \(T>0\). We shall prove the existence of a weak solution \(v\in C([0,T];L^{m+1}(\Omega ))\) of (4.1), with \(v(0)=u_0\), such that the estimate (4.4) is valid for all \(0\le t\le T\). Uniqueness is well understood for equations of this type, see [2,3,4,5,6,7]. The uniqueness method by Oleĭnik, Kalašnikov, and Čžou used in [14, Theorem 6.1] for weak energy solutions in the case \(\Omega ={\mathbb {R}}^N\) for the equation without forcing term can be adapted straightforwardly to the case under consideration.
More precisely, one takes the difference between (4.3) and the same equation with another weak solution \({\widetilde{v}}\) of (4.1). Then, with the choice
one arrives at
which, after manipulating the second term, reads as
Therefore,
The integrand in the latter is always non-negative and hence \(v={\widetilde{v}}\) a.e. in \(Q_T\).
To prove the existence of a solution with the energy estimate, in order to avoid difficult issues concerning the regularity of signed solutions to fractional nonlinear parabolic problems, we proceed by using the classical Euler time-discretization scheme. We fix \(h>0\), we set \(v_{0}:=u_{0}\) and for all integers k from 1 to the integer part \(\left\lfloor T/h\right\rfloor \) of T/h we define recursively \(v_k\) as a solution of
where for all \(f\in L^{m+1}(\Omega )\) we set
Note that \(\delta ({v},f)\ge 0\), with equality only if \({v}=f\), by the strict convexity of \(\tau \mapsto |\tau |^{m+1}\). Hence and from Lemma 3.1, and from the compactness of the embedding of \({{\mathcal {D}}}^{s,2}_0(\Omega )\) into \(L^{\frac{m+1}{m}}(\Omega )\), we see that minimizing sequences for (4.5) always admit subsequences along which \(\Phi (v^{(j)})\) converges, as \(j\rightarrow \infty \), to a limit \(w_k\) weakly in \({{\mathcal {D}}}^{s,2}_0(\Omega )\) and strongly in \(L^{\frac{m+1}{m}}(\Omega )\). Then, \(v_k=\Phi ^{-1}(w_k)\) solves (4.5) by lower semicontinuity: indeed, by setting \(w=\Phi (v)\) the objective in (4.5) takes the form
which clearly is convex for h small enough.
Incidentally, we mention that formally the Euler-Lagrange equation for (4.5) is
i.e., a discretized version of (4.1). Indeed, to solve (4.5) we may equivalently search out a minimizer w of the previous functional and once w is found, set \(v=\Phi ^{-1}(w)\). The necessary minimality condition for w reads
for all \(\varphi \in {{\mathcal {D}}}^{s,2}_0(\Omega )\). Hence, by changing back variables with \(w=\Phi (v)\), we get
for all \(\varphi \in {{\mathcal {D}}}^{s,2}_0(\Omega )\), which is precisely the weak formulation of (4.7) with \(f=v_{k-1}\).
Then, we construct \({{\bar{v}}}_h:Q_T\rightarrow {\mathbb {R}}\) by setting
for all \((x,t)\in Q_T\). The minimality of \(v_k\) for the problem (4.5) implies
By Lemma A.1 with \(a=u_{k-1} \) and \(b=u_k\), there is a constant \(C_0(m)\) depending only on m with
Besides (4.8), we define \({{\bar{v}}}_h\) for negative times by setting \({{\bar{v}}}_h(\cdot ,t)= u_0\), for all \(t<0\), and we denote by \({\widehat{G}}_h\) the backward Steklov average of \(g\circ {{\bar{v}}}_h\), namely
Then, by inserting (4.10) in (4.9) and summing up, we arrive at the energy estimate
Incidentally, by Fubini theorem and Jensen’s inequality we have
Thus, owing to the definition of \({{\bar{v}}}_h\), and by using (4.10) backward, we see that
where \(C>0\) is the constant of Lemma 3.1.
We will make use of Eq. (4.12) below. But before doing so, we first aim at proving that
To do so, we argue similarly as done in the proof of [13, Proposition 5.3, Step 4]. We first note that
and, thanks to (4.11) and Lemma 3.1, we also obtain
Putting the last two estimates together entails that
Then, we fix \(0\le t\le T \) and \(z\in {\mathbb {R}}^N\), and we use Jensen’s inequality to get
In view of the elementary inequality \(|g(A)-g(B)|^\frac{4\,m}{m+1}\le C_1(m)|\Phi (A)-\Phi (B)|^2\) and of [12, Lemma A.1]
Inserting this inequality into the previous one and using Hölder inequality to handle the result gives
Also, by Lemma 3.1 and by Eq. (4.9) we have
Recalling that \(t\ge 0\) and \(z\in {\mathbb {R}}^N\) were arbitrary, the last two inequalities entail that
Since \(g(\sigma )^2=|\Phi (\sigma )|^\frac{m+1}{m}\), by the fractional Sobolev embedding into \(L^{\frac{m+1}{m}}(\Omega )\) we have
and thence, by arguing as done above, we infer that
By Fréchet-Kolmogorov theorem, (4.15) implies that
Thanks to the vector-valued extension of Ascoli–Arzelà theorem [19, Lemma 1], from (4.14) and (4.16) we can infer (4.13).
Then, there exist a sequence \(h_j\rightarrow 0^+\) and a function v, with \(g(v)\in C([0,T];L^2(\Omega ))\), such that
Clearly, the convergence (4.17a) is strong in \(L^2(Q_T)\), too. Hence, recalling (4.12), we deduce that
Then, by Ineq. (A.2) in [13, Lemma A.1], it follows that
Also, by possibly passing to a subsequence, from Lemma 3.1 and Eq. (4.9) we may infer that
Moreover, we note that \((\partial _t {\widehat{G}}_{h_j})_j\) is a bounded sequence in \(L^2(Q_T)\) because of estimate (4.11). Thus, in view of (4.17a), up to passing to a further subsequence, we may write that
By lower semicontinuity, (4.11) and (4.17) imply (4.4). Since \({\widehat{G}}_{h_j}(0)=g(u_0)\) for all j, by (4.17a) we also have that \(v(0)=u_0\). Then, in order to conclude we are left to prove that v is a weak solution of (4.1) in \(Q_T\). To see this, we first deduce (4.2) from (4.17a), thanks to [13, Lemma A.1]. To prove that (4.3) holds too, we use the Euler-Lagrange equation (4.7) for \(v_k\) and (4.8) to get
for all \(\eta \in C^\infty _c(Q_{T})\), and changing variables yields
Thanks to (4.17), by passing to the limit in the latter we obtain Eq. (4.3) and we conclude. \(\square \)
4.2 Stabilization
We characterize the cluster points of large time asymptotic profiles of weak solutions, understood as in the following definition.
Definition 4.2
Let \(u_0\in L^{m+1}(\Omega )\), with \(\Phi (u_0)\in {{\mathcal {D}}}^{s,2}_0(\Omega )\). Then, the \(\omega \)-limit emanating from \(u_0\) is the set
where \(v\in C([0,\infty );L^{m+1}(\Omega ))\) is the weak solution of (4.1) with \(v(0)=u_0\).
The structure of \(\omega (u_0)\) is easier to understand under the assumptions
on the weak solution v of (4.1) with initial datum \(u_0\), for an appropriate time \(T_0>0\). These assumptions are the non-local counterpart of those considered in [13] for the local case.
Theorem 4.2
Let v be the weak solution of (4.1) and assume that there exists \(T_0>0\) for which (4.18) holds. Then, for every \(U\in \omega (u_0)\), the function \(\Phi (U)\) belongs to \({{\mathcal {D}}}^{s,2}_0(\Omega )\) and is a weak solution of (3.1).
Proof
By repeating verbatim the proof of [13, Theorem 5.2], we can see that the assumptions (4.18) imply the first statement and, also, we arrive at
and, for all \(j\in {\mathbb {N}}\), we set \(v_j(x,t)=v(x,t+t_j)\), for all \((x,t)\in {\mathcal {Q}}\).
In order to prove also that \(\Phi (U)\) is a weak solution of (3.1), we follow [13], again: we take \(\rho \in C_0^\infty (-1,1)\) and \(\psi \in C^\infty _0(\Omega )\), and we test Eq. (4.3) with \(\eta (x,t)=\rho (t-t_j)\psi (x)\), so as to get
A change of variable in the time integral yields
In view of the definition of the s-laplacian of the smooth function \(\psi \), the latter implies
Owing to (4.19), taking the limits yields
Since \(\rho \) vanishes at the endpoints of the interval \((-1,1)\), it follows that
As \(\rho \) can be any element of \(C^\infty _0(-1,1)\), we can choose is so as to make the time integral different from zero. Thus, recalling again the definition of \((-\Delta )^s\psi \) we deduce that (3.2) holds with \(u=\Phi (U)\), as desired. \(\square \)
5 Paths of controlled energy
Proposition 5.1
Let \(m>1\) and \(\alpha >0\), let \(u_0\in L^{m+1}(\Omega )\), with \(\Phi (u_0)\in {{\mathcal {D}}}^{s,2}_0(\Omega )\). Assume that either (1.6a) or (1.6b) holds, and set \(q=(m+1)/m\). Then, there exists \(\theta \in C([0,1]\mathbin {;} {{\mathcal {D}}}^{s,2}_0(\Omega ))\) for which
- (i):
-
\(\theta (\cdot ,0)\) is the positive minimizer w of \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\),
- (ii):
-
\(\theta (\cdot ,1) = \Phi (u_0)\), and
- (iii):
-
\({\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}\!\left( \theta (\cdot ,t)\right) <\Lambda _2\) for all \(t\in (0,1)\).
Proof
In order to construct the desired function \(\theta \), we first consider a special path \(\gamma \) in \({{\mathcal {D}}}^{s,2}_0(\Omega )\), connecting w and the positive part \(\Phi (u_0)^+\) of \(\Phi (u_0)\). This is done by setting
By [9, Proposition 4.1], \(\tau \mapsto [\gamma (\tau )]_{s,\Omega }^2\) is convex. In particular, it is continuous and it follows that \(\gamma \) is continuous with values in \({{\mathcal {D}}}^{s,2}_0(\Omega )\). Also, recalling (2.4), we have
Under either of the assumptions (1.6a) and (1.6b) that implies
Then, we consider the segment in \({{\mathcal {D}}}^{s,2}_0(\Omega )\) with endpoints \(\Phi (u_0)^+\) and \(\Phi (u_0)\). The linear parametrization of such segment, defined by \(\sigma (\tau )=\Phi ( u_0)^+-\tau \Phi (u_0)^-\) is obviously continuous with values in \({{\mathcal {D}}}^{s,2}_0(\Omega )\). Also, we have
where
and \(h(\tau )\) is essentially the function considered in Appendix to [13] in the local case. Namely,
If \(\tau _0:= \left( \frac{qB}{2A}\right) ^\frac{1}{2-q}\ge 1\), then by direct inspection \(h'(\tau )<0\) for \(\tau \in (0,1)\), and hence
Otherwise, \(qB<2A\) and that implies \(h'(1)>0\). Also, for \(\tau _0\le \tau \le 1\) we have \(h''\le -2Aq<0\), so that \(h'(\tau )\ge h'(1)>0 \) for \(\tau \in [\tau _0,1]\). If instead \(0\le \tau <\tau _0\) then \(h'(\tau )<0\), because of the definition of \(\tau _0\). Therefore, for all \(\tau \in [0,1]\) the inequality
holds regardless of the value of \(\tau _0\). Under either of the assumptions in (1.6), that entails
By construction, setting
defines a continuous function from [0, 1] to \({{\mathcal {D}}}^{s,2}_0(\Omega )\) for which the assertions (i) and (ii) are true. As for (iii), that is a consequence of the inequalities (5.2) and (5.4). \(\square \)
Remark 5.1
If \(\varphi \in W^{1,2}_0(\Omega )\) then
That is a consequence of the known fact, see e.g. [16, Corollary 3.20], that
and of the locality of Sobolev seminorm in the right-hand side of the latter. With \(\varphi = \Phi (u_0)\), we see that the double integral in (1.6b) vanishes in the limit up to multiplying it by the factor \((1-s)\).
6 Proofs of the main results
6.1 Proof of Theorem 1.1
Weak solutions can be defined for (1.1) similarly as done in Definition 4.1 for the rescaled problem (4.1). By setting
the desired conclusion becomes that the weak solution \(v(\cdot ,t)\) of (4.1) with \(v(0)=u_0\) converges, as \(t\rightarrow +\infty \), either to \(\Phi ^{-1}(w)\) or to \(-\Phi ^{-1}(w)\) in \(L^{m+1}(\Omega )\), where w is the positive minimiser of the functional \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\) defined by (2.4), that is unique by Lemma 3.2. By Theorem 4.1, v is uniquely determined and the estimate (4.4) holds. Therefore, by the compactness of the embedding \({{\mathcal {D}}}^{s,2}_0(\Omega )\) into \(L^{q}(\Omega )\), it follows that the orbit \(\{v(\cdot ,t):t>0\}\) is precompact in \(L^{m+1}(\Omega )\). Then, the omega-limit \(\omega (u_0)\) is connected, and so in order to get the desired conclusion it suffices to prove that
Then, we take \(U\in \omega (u_0)\). From (4.4) we can infer (4.18) and so, by Theorem 4.2, \(\Phi (U)\) is a critical point of \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\). Therefore, it is enough to make sure that
because by Corollary 3.1 that entails that \(\Phi (U)\) is either w or \(-w\), which in turn gives (6.1).
We are left to prove (6.2). To do so, we take a sequence \(t_j\nearrow +\infty \) with \(v(\cdot ,t_j)\rightarrow U\) in \(L^{m+1}(\Omega )\). We raise the Lipschitz estimate \(|\Phi (b)-\Phi (a)|\le m (|a|\vee |b|)^{m-1} |b-a|\), with \(a=U(x)\) and \(b=v(x,t_j)\), to the power \(q=\frac{m+1}{m}\), we integrate the result over \(\Omega \), and hence we arrive at
where we also used Hölder inequality with exponents \(m/(m-1)\) and m. Hence, \(\Phi (v(\cdot ,t_j))\) converges to \(\Phi (U)\) in measure. Then, by Fatou’s Lemma,
On the other hand, by Theorem 4.1,
By assumption, we have
and (6.2) follows by pairing this strict inequality with the previous two ones. \(\square \)
Remark 6.1
It would be interesting to upgrade the \(L^{m+1}\) convergence in (1.1) to the uniform (resp., local uniform) convergence. Once \(C^{\alpha }\) regularity up to the boundary (resp., interior \(C^\alpha \) regularity) is available, which is still not the case for the sign changing solutions, it would be sufficient to reproduce the argument of [21, Chapter 20, page 526]. In the case of nonnegative solutions, a complete satisfactory answer to this question is given in [2].
6.2 Proof of Proposition 1.1
Assume that one of the two conditions in (1.6) holds and set \(q=(m+1)/m\). Then, by Proposition 5.1 there exists \(\theta \in C([0,1];{{\mathcal {D}}}^{s,2}_0(\Omega ))\) such that \(\theta (\cdot , 0)\) equals the positive minimizer w of \({{\mathscr {F}\,\,}_{\!\!\!\!q,\alpha }^{\!s}}\), moreover \(\theta (\cdot ,1)=\Phi (u_0)\) and
Now, we set
where v is the unique solution of (4.1) with \(v(0)=u_0\). Then, in view of Theorem 4.1 and of Proposition 5.1, we have
Hence, by coercivity (see Lemma 3.1) we deduce that the trajectory \(z(\cdot ,t)\) is contained in a bounded subset of \({{\mathcal {D}}}^{s,2}_0(\Omega )\). Since \(t\mapsto z(\cdot ,t)\) is continuous from [0, 1] to \({{\mathcal {D}}}^{s,2}_0(\Omega )\), by the compactess of the embedding into \(L^q(\Omega )\) it is continuous as a function with values in \(L^q(\Omega )\), as well; also, it is easily seen that the continuity of \(t\mapsto v(\cdot ,t-1)\) from \([1,+\infty )\) to \(L^{m+1}(\Omega )\) implies that of \(t\mapsto z(\cdot ,t)= \Phi (v(\cdot ,t-1))\) from \([1,+\infty )\) to \(L^q(\Omega )\). Therefore, z belongs both to \(L^\infty ((0,+\infty );{{\mathcal {D}}}^{s,2}_0(\Omega ))\) and to \(C([0,+\infty );L^0(\Omega ))\).
Now, we argue by contradiction, and we assume \(v(\cdot ,t)\) to converge in measure to \(-w\). Then, so does \(z(\cdot ,t)\) and it follows that z is then eligible for the mountain pass formula of Proposition 3.1. Thus,
in contradiction with Proposition 3.3. \(\square \)
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Acknowledgements
B. Volzone was partially supported by gnampa of the Italian indam (National Institute of High Mathematics). Part of this material is based upon work supported by the Swedish Research Council under grant no. 2016-06596 while G. Franzina was in residence at Institut Mittag-Leffler in Djursholm, Sweden during the Research Program “Geometric Aspects of Nonlinear Partial Differential Equations” in 2022. We thank L. Brasco for many interesting discussions contributing to improve the quality of the paper, and for suggesting the proof in appendix. B. Volzone wishes to thank M. Bonforte and M. Muratori for many fruitful discussions.
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Appendix: An elementary inequality
Appendix: An elementary inequality
Lemma A.1
Let \(m>1\), set \(f(t)=\tfrac{1}{m+1}|t|^{m+1}\), \(g(t)=|t|^{\frac{m-1}{2}}t\) and we let \(a,b\in {\mathbb {R}}\). Then
where \(C_0(m)=(m+1)^{-3}\).
Proof
We claim that
Thence, since - by strict convexity - we also have
we would arrive at
By Lagrange mean value theorem applied to the function \(g(v)=|v|^\frac{m-1}{2}v\), we also have
and because of the definition of f we would get the conclusion by combining the last two inequalities.
Then, we are left to prove (A.1). To do so, using Cauchy integral remainder theorem we write
Since \(f''(t)=m|t|^{m-1}\), if follows that
We assume with no restriction that \(|a|\ge |b|\). Hence, by the triangle inequality we see that
and \(|a|^{m+1}=\max \{|a|^{m-1},|b|^{m-1}\}\) by assumption. Then, by inserting the latter in the previous inequality we get (A.1), as desired. \(\square \)
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Franzina, G., Volzone, B. Large time behavior of signed fractional porous media equations on bounded domains. J. Evol. Equ. 23, 74 (2023). https://doi.org/10.1007/s00028-023-00920-z
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DOI: https://doi.org/10.1007/s00028-023-00920-z