Abstract
The quasilinear Keller–Segel system
endowed with homogeneous Neumann boundary conditions is considered in a bounded domain \(\Omega \subset {\mathbb {R}}^n\), \(n \ge 3\), with smooth boundary for sufficiently regular functions D and S satisfying \(D>0\) on \([0,\infty )\), \(S>0\) on \((0,\infty )\) and \(S(0)=0\). On the one hand, it is shown that if \(\frac{S}{D}\) satisfies the subcritical growth condition
and \(C>0\), then for any sufficiently regular initial data there exists a global weak energy solution such that \({ \mathrm{{ess}}} \sup _{t>0} \Vert u(t) \Vert _{L^p(\Omega )}<\infty \) for some \(p > \frac{2n}{n+2}\). On the other hand, if \(\frac{S}{D}\) satisfies the supercritical growth condition
and \(c>0\), then the nonexistence of a global weak energy solution having the boundedness property stated above is shown for some initial data in the radial setting. This establishes some criticality of the value \(\alpha = \frac{2}{n}\) for \(n \ge 3\), without any additional assumption on the behavior of D(s) as \(s \rightarrow \infty \), in particular without requiring any algebraic lower bound for D. When applied to the Keller–Segel system with volume-filling effect for probability distribution functions of the type \(Q(s) = \exp (-s^\beta )\), \(s \ge 0\), for global solvability the exponent \(\beta = \frac{n-2}{n}\) is seen to be critical.
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1 Introduction
In this work, we consider the quasilinear Keller–Segel system
where \(\Omega \subset {\mathbb {R}}^n\), \(n \ge 3\), is a bounded domain with smooth boundary and outward unit normal \(\nu \) on \(\partial \Omega \),
and where
Systems of this type are quite often used to model the dynamics of chemotactically moving biological populations with density \(u=u(x,t)\) that are attracted by a chemical signal \(v=v(x,t)\) which they produce themselves. The analytical study of these systems was initiated by Keller and Segel in [19]. Particular variants of the quasilinear system (1.1) are the volume-filling models introduced in [22], which reflect that the ability of cells to move is decreased in regions with high cell densities as there is less space available due to the positive cell volume. For more details about the modeling of Keller–Segel systems, we refer to [30] and the surveys [1, 15, 16].
Concerning the question whether classical solutions to (1.1) are global and bounded or blow-up phenomena occur, it is known that the quotient \(\frac{S}{D}\) of the chemotactic sensitivity function S and the diffusion rate D is important. More precisely, assuming that \(n \ge 3\) and (1.2) and (1.3) are satisfied, the following results have been established. If
and \(C>0\), then any solution to (1.1) is global and bounded, provided that the diffusivity D(s) has an algebraic lower bound as \(s \rightarrow \infty \) in the sense that
with some \(p > 0\) and \(c>0\) (see [18, 24] and also [2, 7, 20, 21, 23]).
However, if \(\frac{S}{D}\) grows faster than \(s^{2/n}\) as \(s \rightarrow \infty \) in the sense that, e.g.,
and \(c_0 >0\), then in the radial setting unbounded solutions to (1.1) exist without any restriction on the behavior of D as \(s \rightarrow \infty \) (see [26]); in such cases, only some small-data solutions are known to exist globally ([12, 13]). In addition, for the prototypical choice \(D(s)= (s+1)^{-p}\) and \(S(s) = s (s+1)^{q-1}\), \(s \ge 0\), a regime for the parameters \(p,q \in {\mathbb {R}}\) for which the blow-up takes place in finite time, and another regime leading to blow-up in infinite time, have been identified (see [8, 9, 28]). Various results in a similar flavor have been obtained for some parabolic–elliptic simplifications ([3, 5, 6, 14, 21]).
Concerning the question whether in case of (1.4) the solution to (1.1) is still global and bounded if (1.5) is violated, only some partial answers are available in the literature. If (1.4) and
for some \(K_1, K_2 >0\) and \(\beta ^- \ge \beta ^+\) are fulfilled, then in case of \(n=2\) and \(\beta ^+>0\) all solutions to (1.1) are global and bounded, while in case of \(n \ge 3\) and \(\beta ^+ >0\) the global existence and boundedness has only be shown if the initial mass \(\int _\Omega u_0\) is small enough (see [10, 11]). In addition, if \(\beta ^- >0\) and there is \(\gamma \le 0\) such that \(\gamma \in [(\beta ^+-\beta ^-)/2, \beta ^+/2)\) and
i.e. (1.4) is satisfied, only the global existence, but not the boundedness of the classical solution to (1.1) has been shown in [27].
In view of these results for exponentially decaying D, it seems to be questionable that in case of \(n \ge 3\) and (1.4) the global existence and boundedness of any classical solution to (1.1) are valid without any restriction on the behavior of D for s large. Hence, it is the purpose of the present work to establish a type of global solvability for (1.1) which is valid for all initial data as soon as (1.4) holds and which is violated for some initial data if \(\frac{S}{D}\) grows at least like \(s^\alpha \) with some \(\alpha > \frac{2}{n}\) as \(s \rightarrow \infty \). We prove that in fact these results are true for the global weak energy solutions defined in Definition 2.2 below. To the best of our knowledge these are the first results showing that \(\alpha = \frac{2}{n}\) is critical in (1.4) for global solvability without any assumption on the behavior of D for s large and in particular without assuming an algebraic lower bound for D. By applying our results to the volume-filling model introduced in [22], we further identify a critical exponent for global solvability in case of exponentially decreasing probability distribution functions.
Main results.
In order to state our main results, we define the functions
and
as well as
If (1.10) and (1.12) hold, our first result establishes the existence of a global weak energy solution for all initial data without any assumption on the behavior of D for s large.
Theorem 1.1
Let \(n\ge 3\) and \(\Omega \subset {\mathbb {R}}^n\) be a bounded domain with smooth boundary, and let D and S be such that besides (1.2) we have
and
with some \(k_{SD}>0, K_{D}>0\) and
Then for any choice of \((u_0,v_0)\) fulfilling (1.3), the problem (1.1) possesses at least one global weak energy solution in the sense of Definition 2.2 below, which has the additional properties that
that
and that
as well as
Moreover, if \(\Omega =B_R(0)\) with some \(R>0\) and
then (u, v) even is a radial global weak energy solution of (1.1) according to Definition 2.2.
Let us remark that the assumption (1.11) of the boundedness of D can be relaxed (by using some more involved arguments in some of the proofs). However, as we are focused on functions D decaying fast as \(s \rightarrow \infty \), (1.11) does not seem to be a restriction of our result.
If (1.18) instead of (1.10) is satisfied, we establish the nonexistence of a global weak energy solution satisfying (1.21) for some initial data in the radial setting.
Theorem 1.2
Let \(n\ge 3\), \(R>0\) and \(\Omega =B_R(0)\subset {\mathbb {R}}^n\), and suppose that D and S comply with (1.2) and are such that
and that the functions \(\ell \) and G defined in (1.9) and (1.8) satisfy
with some
and some \(\mu >0\), \(K_{SD}>0\) and \(K_{\ell G}>0\). Then there exist initial data \((u_0,v_0)\) such that (1.3) and (1.17) hold, but that (1.1) does not possess any radial global weak energy solution (u, v) which is such that
for some \(p>\frac{2n}{n+2}\).
In view of \(n \ge 3\), we have \(2-\alpha > \frac{2n}{n+2}\) for all \(\alpha < \frac{2}{n}\). Hence, Theorems 1.1 and 1.2 show that \(\alpha = \frac{2}{n}\) is indeed critical for the existence of global weak energy solutions to (1.1) satisfying (1.21) for all initial data.
Next we apply these results to concrete choices of D and S with D decaying faster than algebraically.
Corollary 1.3
Let \(n\ge 3\) and \(\Omega \subset {\mathbb {R}}^n\) be a bounded domain with smooth boundary, and let
with some constants \(p,q \in {\mathbb {R}}\), \(\beta >0\), \(\delta \ge 0\), and \(a,b,c,d >0\).
-
(i)
If either \(\beta = \delta \), \(b=d\) and \(p+q < \frac{2}{n}\) or \(\beta =\delta \) and \(b<d\) or \(\beta < \delta \) is satisfied, then for any choice of \((u_0,v_0)\) fulfilling (1.3), the problem (1.1) possesses at least one global weak energy solution which satisfies in addition (1.13)–(1.16) as well as (1.21) for some \(p>\frac{2n}{n+2}\).
-
(ii)
If either \(\beta = \delta \), \(b=d\) and \(p+q > \frac{2}{n}\) or \(\beta =\delta \) and \(b>d\) or \(\beta > \delta \) is satisfied, then for \(\Omega = B_R(0)\) with some \(R>0\) there exist initial data \((u_0,v_0)\) such that (1.3) and (1.17) hold, but that (1.1) does not possess any radial global weak energy solution (u, v) which satisfies (1.21) for some \(p>\frac{2n}{n+2}\).
If the two exponential terms in (1.22) coincide, the exponent \(p+q =\frac{2}{n}\) is critical for the existence of global weak energy solutions. The same exponent is known to be critical in case of \(\beta =\delta =0\) for the existence of global bounded solutions (see, e.g., [18, 24, 26]).
We further consider the case of Keller–Segel systems with volume-filling effect, which are particularly relevant in applications and were introduced in [22]. This corresponds to the choice
where Q(s) represents the probability that a cell, which is located at a spatial position with cell density s, finds space in some neighboring site. In view of the original choice of Q in [22] such that \(Q(s) = 0\) for all s large, it is favorable to choose Q decaying fast as \(s \rightarrow \infty \) in order to reflect that cells can hardly move in presence of large cell densities. For exponentially decaying Q, we have the following result.
Corollary 1.4
Let \(n\ge 3\) and \(\Omega \subset {\mathbb {R}}^n\) be a bounded domain with smooth boundary, and let D and S satisfy (1.23) with \(Q(s):= a e^{-b s^\beta }\) with some positive constants a, b and \(\beta \), i.e.,
-
(i)
If \(\beta > \frac{n-2}{n}\), then for any choice of \((u_0,v_0)\) fulfilling (1.3), the problem (1.1) possesses at least one global weak energy solution which satisfies in addition (1.13)–(1.16) as well as (1.21) for some \(p>\frac{2n}{n+2}\).
-
(ii)
If \(\beta \in (0, \frac{n-2}{n})\), then for \(\Omega = B_R(0)\) with some \(R>0\) there exist initial data \((u_0,v_0)\) such that (1.3) and (1.17) hold, but that (1.1) does not possess any radial global weak energy solution (u, v) which satisfies (1.21) for some \(p>\frac{2n}{n+2}\).
This shows that for exponentially decreasing Q the decay \(Q(s):= a e^{-b s^\beta }\) with \(\beta = \frac{n-2}{n}\) is critical in the volume-filling model for the existence of global weak energy solutions in case of \(n \ge 3\). The situation is quite different for \(n=2\), since there the algebraic decay \(Q(s) = (1+s)^{-\gamma }\) has been shown to be critical for arbitrary \(\gamma >0\) (see [9]).
This paper is structured as follows: In Sect. 2, we give the definition of global weak energy solutions of (1.1). In particular, these solutions satisfy a slightly different energy inequality as compared to the energy identity commonly used in related problems. In Sect. 3, we prove the existence of a global weak energy solution of (1.1) as claimed in Theorem 1.1. To this end, we use approximate problems for (1.1) depending on a parameter \(\varepsilon \in (0,1)\) such that the diffusivity \(D_\varepsilon \) is uniformly positive for fixed \(\varepsilon \). For the global classical solutions to the approximate problem, we prove a series of estimates which do not depend on \(\varepsilon \). In order to establish some of these estimates on the whole time interval \((0,\infty )\), properties of the energy are proved and used. Finally, we establish the existence of a global weak energy solution to the original problem by a compactness argument relying on the Aubin–Lions lemma. In Sect. 4, we prove the nonexistence of a global weak energy solution satisfying (1.21) in the radial setting as claimed in Theorem 1.2. Assuming the existence of such a solution, we prove its convergence to a generalized stationary solution of (1.1) as \(t \rightarrow \infty \) and use this to show that the initial energy \({{\mathcal {F}}}(u_0,v_0)\) is bounded from below by a constant depending on the initial mass \(m = \int _\Omega u_0\). As the existence of initial data with initial energy smaller than this lower bound is already known, a global weak energy solution having the claimed properties cannot exist for these initial data.
2 Definition of global weak energy solutions
In order to define global weak energy solutions of (1.1), we start with the following elementary observation concerning some terms used in Definition 2.2 below.
Lemma 2.1
Assume (1.2), and let
where h is defined in (1.7) and \(K_{\Sigma }:=\frac{h(1)}{h(1)+1} \in (0,1)\). Then \(\Sigma \in C^0([0,\infty ))\) with \(\Sigma (s)>0\) for all \(s>0\), and we have
as well as
and
Proof
In view of (1.2) and (1.7), we have \(h>0\) in \((0,\infty )\) and \(h(0)=0\). Hence, we immediately obtain (2.2), (2.3), \(\Sigma >0\) in \((0,\infty )\), and the continuity of \(\Sigma \) in view of the choice of \(K_\Sigma \). Moreover, the positivity of D in [0, 1] and
imply (2.4). \(\square \)
Next we define global weak energy solutions of (1.1) with a concept similar to the one in [29, Definition 4.2]. Let us remark that the dissipation rate \({{\mathcal {D}}}\) used in the energy inequality (2.7) slightly differs from that commonly used in related problems (see, e.g., [26]), as we use \(\Sigma \) instead of \(\sqrt{S}\) in (2.9).
Definition 2.2
Assume (1.2) and let \(u_0\in L^1(\Omega )\) and \(v_0\in W^{1,2}(\Omega )\) be nonnegative, and suppose that
are nonnegative functions such that
that
and
and that
and that there exists a null set \(N_\star \subset (0,\infty )\) such that
Then, (u, v) will be called a global weak energy solution of (1.1) if
and
for all \(\varphi \in C_0^\infty ({\overline{\Omega }}\times [0,\infty ))\), if \(\textrm{ess}\lim _{t \searrow 0} \Vert v(\cdot , t) - v_0\Vert _{L^2(\Omega )} =0\), and if
where
and where
If furthermore \(u(\cdot ,t)\) and \(v(\cdot ,t)\) are radially symmetric with respect to \(x=0\) for all \(t\in (0,\infty )\setminus N_\star \), then we say that (u, v) is a radial global weak energy solution of (1.1).
3 Global existence. Proof of Theorem 1.1
In this section, we prove the existence of a global weak energy solution of (1.1), provided that the requirements stated in Theorem 1.1 are satisfied. Without loss of generality, we may assume that (1.10) is satisfied with some \(\alpha \in [0,\frac{2}{n})\), since in case of \(\alpha <0\) it is fulfilled for \(\alpha =0\) as well. In order to have a uniformly parabolic PDE for u, we consider the approximate problem
for \(\varepsilon \in (0,1)\).
The existence of a global classical solution to (3.1) satisfying the usual energy identity (3.3) below is a well-known result. We emphasize the difference between the definition of the dissipation rates \({{\mathcal {D}}}_\varepsilon \) in (3.5) and \({{\mathcal {D}}}\) in (2.9).
Lemma 3.1
Suppose that (1.2), (1.10) and (1.11) hold with some \(\alpha \in [0,\frac{2}{n})\), \(k_{SD}>0\) and \(K_{D}>0\), and assume (1.3). Then for each \(\varepsilon \in (0,1)\), the problem (3.1) admits a global classical solution \((u_\varepsilon ,v_\varepsilon )\) with
which is such that \(u_\varepsilon >0\) and \(v_\varepsilon \ge 0\) in \({\overline{\Omega }}\times [0,\infty )\), that
and such that if \(\Omega =B_R(0)\) with some \(R>0\), and if (1.17) holds, then \((u_\varepsilon (\cdot ,t),v_\varepsilon (\cdot ,t))\) is radially symmetric with respect to \(x=0\) for all \(t>0\) and \(\varepsilon \in (0,1)\).
Moreover, this solution satisfies
with
and
where
with
Proof
Since for each fixed \(\varepsilon \in (0,1)\) the function \(0 \le s \mapsto D(s)+\varepsilon \) is bounded from above and below by positive constants, in view of the observation that clearly \(\frac{S(s)}{D(s)+\varepsilon } \le k_{SD}s^\alpha \) for all \(s>1\) and \(\varepsilon \in (0,1)\) the statements concerning existence follow from a well-established approach toward global existence in quasilinear Keller–Segel systems ([18, 24]). The identities (3.2) and (3.3) can thereafter be derived by straightforward computation (see, e.g., [26, Lemma 2.1]).\(\square \)
3.1 Estimates for the approximate problems
We prove several estimates, which do not depend on \(\varepsilon \in (0,1)\), for the solutions to (3.1) and start with a standard estimate for \(v_\varepsilon \).
Lemma 3.2
Suppose that (1.2), (1.10) and (1.11) hold with some \(\alpha \in [0,\frac{2}{n})\), \(k_{SD}>0\) and \(K_{D}>0\), and assume (1.3). Then, for all \(q\in [1,\frac{n}{n-2})\) there exists \(C(q)>0\) such that
Proof
This follows from (3.2) and well-known regularization features of the Neumann heat semigroup in a standard manner (cf. e.g. [17, Lemma 4.1]).\(\square \)
In conjunction with an appropriate testing procedure and smoothing properties of the Neumann heat semigroup, the previous result implies bounds for \(u_\varepsilon \).
Lemma 3.3
Suppose that (1.2), (1.10) and (1.11) hold with some \(\alpha \in [0,\frac{2}{n})\), \(k_{SD}>0\) and \(K_{D}>0\), and assume (1.3). Then there exists \(p_0>2\) with the property that for all \(p>p_0\) and each \(T>0\) one can find \(C(p,T)>0\) such that
and
Proof
We pick any \(r>\max \{\frac{n}{2},2\}\) with \(\frac{1}{r} > \alpha - \frac{1}{n}\) and may then use our assumption \(\alpha <\frac{2}{n}\) to choose \(p_0>2\) such that
and
as well as
and
as well as
Then fixing any \(p>p_0\), from the restriction \(p_0>2\) we particularly know that
satisfies \(\lambda >1\), whereas (3.12) and (3.11) along with our requirement \(r> 2\) warrant that
and that
As, moreover, (3.14) together with \(\alpha \ge 0\) implies that
as well as
in view of (3.15) and \(\frac{1}{r} > \alpha - \frac{1}{n}\) it is possible to select some \(\theta >1\) fulfilling \(\theta <\frac{r}{r-2}\) as well as
We now rely on (1.10) and the fact that \(\alpha < \frac{2}{n} \le 1\) to find \(c_1>0\) such that
and introducing
we integrate by parts in (3.1) and use Young’s inequality to see that
Since \(\Phi \) is nonnegative, fixing \(T>0\) we thus infer that with \(c_2:=\frac{p^2}{2} \int _\Omega \Phi (u_0)\) and
\(c_3:=\frac{p^2c_1^2}{4}\) we have
where we use that \(\theta >1\) in applying the Hölder inequality to obtain that
We next rely on the inequality \(\theta <\frac{r}{r-2}\) in employing well-known smoothing properties of the Neumann heat semigroup \((e^{t\Delta })_{t\ge 0}\) on \(\Omega \) as well as again the Hölder inequality to find \(c_4>0\) such that
with
being finite, because by (3.16) and the second inequality in (3.17),
We now observe that by (3.13),
and that due to both inequalities in (3.17) and the fact that \(p>2\),
Therefore, two applications of the Gagliardo–Nirenberg inequality together with (3.2) provide \(c_6>0\), \(c_7(T)>0\) and \(c_8>0\) such that
and that, similarly,
with \(\kappa :=\frac{2n[(p+2\alpha -2)\theta -1]}{(2-n+np)\theta }\). Since (3.16) along with the first restriction contained in (3.17) ensures that
and that particularly also \(\kappa <2\), we may combine (3.19)-(3.22) with the Hölder inequality and Young’s inequality to infer the existence of positive constants \(c_9(T), c_{10}(T)\) and \(c_{11}(T)\) such that
Consequently, (3.18) implies that
and thus, in view of a Poincaré inequality and (3.2), establishes both (3.10) and (3.9).\(\square \)
Using once more the properties of the heat semigroup, we obtain a bound for \(\nabla v_\varepsilon \) in \(L^\infty \).
Lemma 3.4
Suppose that (1.2), (1.10) and (1.11) hold with some \(\alpha \in [0,\frac{2}{n})\), \(k_{SD}>0\) and \(K_{D}>0\), and assume (1.3). Then for all \(T>0\) there exists \(C(T)>0\) such that
Proof
We fix any \(p>n+2\) and once more recall known smoothing properties of the Neumann heat semigroup \((e^{t\Delta })_{t\ge 0}\) on \(\Omega \) to find \(c_1>0\) such that for all \(t>0\) and \(\varepsilon \in (0,1)\),
Here by the Hölder inequality, for all \(t>0\) and \(\varepsilon \in (0,1)\) we have
whence observing that \(\int _0^T \sigma ^{(-\frac{1}{2}-\frac{n}{2p})\cdot \frac{p}{p-1}} d\sigma \) is finite due to our restriction on p we obtain (3.23) as a consequence of Lemma 3.3.\(\square \)
This further implies a bound for the cross-diffusion term.
Lemma 3.5
Suppose that (1.2), (1.10) and (1.11) hold with some \(\alpha \in [0,\frac{2}{n})\), \(k_{SD}>0\) and \(K_{D}>0\), and assume (1.3). Then for all \(p>1\) and \(T>0\) one can find \(C(p,T)>0\) such that
Proof
Since (1.10) along with (1.11) asserts that with some \(c_1>0\) we have
this is an immediate consequence of Lemma 3.3 and Lemma 3.4.\(\square \)
3.2 Further estimates involving the energy
In order to obtain estimates for \(u_\varepsilon \) and \(v_\varepsilon \) on the whole time interval \((0,\infty )\), we use the energy identity. The next two results provide a lower bound for the Lyapunov functional \({{\mathcal {F}}}_\varepsilon \).
Lemma 3.6
Suppose that (1.2), (1.10) and (1.11) hold with some \(\alpha \in [0,\frac{2}{n})\), \(k_{SD}>0\) and \(K_{D}>0\), and assume (1.3). Then there exists \(C>0\) such that with \((G_\varepsilon )_{\varepsilon \in (0,1)}\) as in (3.6),
Proof
According to (3.6) and (1.10), for each \(s\ge 1\) and \(\varepsilon \in (0,1)\) we have
with \(c_1:=\frac{1}{k_{SD}(1-\alpha )(2-\alpha )}\) and \(c_2:=\frac{1}{k_{SD}(1-\alpha )}\). As furthermore
this entails (3.25) with \(C:=\max \{\frac{1}{c_1} \,, \, c_1 \,, \, c_2\}\).\(\square \)
Lemma 3.7
Suppose that (1.2) (1.10) and (1.11) hold with some \(\alpha \in [0,\frac{2}{n})\), \(k_{SD}>0\) and \(K_{D}>0\), and assume (1.3). Then there exists \(C>0\) such that with \(({{\mathcal {F}}}_\varepsilon )_{\varepsilon \in (0,1)}\) and \((G_\varepsilon )_{\varepsilon \in (0,1)}\) taken from (3.4) and (3.6), we have
Proof
We first employ Lemma 3.6 to find \(c_1>0\) and \(c_2>0\) such that for all \(\varepsilon \in (0,1)\),
and use Young’s inequality to fix \(c_3>0\) such that
We then note that our assumption \(\alpha<\frac{2}{n}<1\) warrants that \(\frac{\alpha n}{2(1-\alpha )}< \frac{2-\alpha }{1-\alpha }< \frac{2n}{n-2}\) and \( \frac{\alpha n}{2(1-\alpha )} < \frac{n}{n-2}\), and that hence we may fix \(q>1\) simultaneously fulfilling \(q<\frac{n}{n-2}\) and \(q<\frac{2-\alpha }{1-\alpha }\) as well as \(q>\frac{\alpha n}{2(1-\alpha )}\), the latter implying that
This, namely, ensures that
belongs to (0, 1) and moreover satisfies
and that hence combining the Gagliardo–Nirenberg inequality with Young’s inequality provides \(c_4>0\) and \(c_5 >0\) such that
Finally, due to the restriction \(q<\frac{n}{n-2}\) we may invoke Lemma 3.2 to fix \(c_6>0\) fulfilling
Now successive application of (3.28), (3.29), (3.30) and (3.27) shows that for all \(t>0\) and \(\varepsilon \in (0,1)\) we have
so that recalling (3.2) and our definition (3.4) of \({{\mathcal {F}}}_\varepsilon \) we obtain (3.26).\(\square \)
In view of the energy identity (3.3), the previous estimate implies further useful bounds on the time interval \((0,\infty )\).
Lemma 3.8
Suppose that (1.2), (1.10) and (1.11) hold with some \(\alpha \in [0,\frac{2}{n})\), \(k_{SD}>0\) and \(K_{D}>0\), and assume (1.3). Then, there exists \(C>0\) such that with \(h_\varepsilon \) as in (3.7) we have
and
as well as
and
Proof
According to (3.3), for all \(t>0\) and \(\varepsilon \in (0,1)\) we have
where by (3.6), writing \(c_1:=\min _{x\in {\overline{\Omega }}} u_0(x)>0\) and \(c_2:=\max _{x\in {\overline{\Omega }}} u_0(x)\) we can estimate
for all \(\varepsilon \in (0,1)\), with \(c_3\) being finite by positivity of S on \((0,\infty )\). Since furthermore, by Lemma 2.1,
for each \(\varepsilon \in (0,1)\), by using Lemma 3.7 and Lemma 3.6 we readily obtain (3.31)–(3.34) from (3.35).\(\square \)
Once again the smoothing properties of the Neumann heat semigroup yield an improved estimate for \(\nabla v_\varepsilon \).
Lemma 3.9
Suppose that (1.2), (1.10) and (1.11) hold with some \(\alpha \in [0,\frac{2}{n})\), \(k_{SD}>0\) and \(K_{D}>0\), and assume (1.3). Then for each \(q\in [1,\frac{n(2-\alpha )}{n+\alpha -2})\) one can find \(C(q)>0\) such that
Proof
Since \(\alpha <2\) and hence \(\frac{n(2-\alpha )}{n+\alpha -2}>2-\alpha \), we may assume that \(q>2-\alpha \). Then once more relying on known regularization features of the Neumann heat semigroup \((e^{t\Delta })_{t\ge 0}\) on \(\Omega \), with some \(c_1>0\) we have
for all \(t>0\) and \(\varepsilon \in (0,1)\). As \(\int _0^\infty (1+\sigma ^{-\frac{1}{2}-\frac{n}{2}(\frac{1}{2-\alpha }-\frac{1}{q})})e^{-\sigma }d\sigma \) is finite due to the fact that
the boundedness property in (3.31) thus directly implies (3.36).\(\square \)
The previous results enable us to obtain another bound for \(\nabla u_\varepsilon \).
Lemma 3.10
Suppose that (1.2), (1.10) and (1.11) hold with some \(\alpha \in [0,\frac{2}{n})\), \(k_{SD}>0\) and \(K_{D}>0\), and assume (1.3). Then for all \(T>0\) there exists \(C(T)>0\) such that
Proof
According to (2.4), there exists \(c_1>0\) such that \(\frac{h(s)}{\Sigma (s)} \le c_1\) for all \(s\in (0,1)\), and that thus, since \(h_\varepsilon \le h\),
Therefore,
for all \(T>0\) and \(\varepsilon \in (0,1)\), because \(\Sigma ^2 \le 1\) due to Lemma 2.1. As a consequence of (3.34) and Lemma 3.9 when applied to \(q:=2\), we thus infer the existence of \(c_2>0\) such that
so that (3.37) readily results upon employing (3.9) in Lemma 3.3 with an arbitrary fixed \(p>2\).\(\square \)
The next estimate will imply the positivity of our solution to (1.1).
Lemma 3.11
Suppose that (1.2), (1.10) and (1.11) hold with some \(\alpha \in [0,\frac{2}{n})\), \(k_{SD}>0\) and \(K_{D}>0\), and assume (1.3). Then for all \(T>0\) there exists \(C(T)>0\) such that
Proof
By means of the first equation in (3.1) and Young’s inequality, we see that
where we note that according to (1.10) and (1.11),
and where since \(S\in C^1([0,\infty ))\) with \(S(0)=0\),
Therefore, (3.39) implies that
whence (3.38) follows upon a time integration using, e.g., Lemma 3.4.\(\square \)
In order to ensure an appropriate compactness property of \(u_\varepsilon \), we finally need an estimate for its time derivative.
Lemma 3.12
Suppose that (1.2), (1.10) and (1.11) hold with some \(\alpha \in [0,\frac{2}{n})\), \(k_{SD}>0\) and \(K_{D}>0\), and assume (1.3). Then there exists \(C>0\) such that
Proof
For fixed \(\psi \in W^{1,\infty }(\Omega )\), from (3.1) we obtain that thanks to the Cauchy–Schwarz inequality,
for all \(t>0\) and \(\varepsilon \in (0,1)\). Since according to (1.10), (1.11) and the fact that \(\alpha \le 1\) we can find \(c_1>0\) and \(c_2>0\) such that
and therefore
due to (3.2), from (3.41) we thus infer the existence of \(c_3>0\) such that
The claim hence results from (3.33).\(\square \)
3.3 Proof of Theorem 1.1
We are now in a position to prove the existence of a global weak energy solution to (1.1) with a compactness argument.
Lemma 3.13
Suppose that (1.2), (1.10) and (1.11) hold with some \(\alpha \in [0,\frac{2}{n})\), \(k_{SD}>0\) and \(K_{D}>0\), and assume (1.3). Then there exists \((\varepsilon _j)_{j\in {\mathbb {N}}} \subset (0,1)\) such that \(\varepsilon _j\searrow 0\), and such that as \(\varepsilon =\varepsilon _j\searrow 0\) we have
with some functions u and v on \(\Omega \times (0,\infty )\) which are such that (1.13), (1.14), (1.15) and (1.16) hold, that (u, v) is a global weak energy solution of (1.1) and that if \(\Omega =B_R(0)\) with some \(R>0\) and \((u_0,v_0)\) satisfies (1.17), then (u, v) even is a radial global weak energy solution of (1.1).
Proof
From Lemma 3.10 and Lemma 3.3, we know that
while Lemma 3.12 asserts that
Apart from that, (3.32) along with Lemma 3.3, Lemma 3.9 and (3.1) shows that
and that
Two applications of an Aubin–Lions lemma ( [25, Theorem III.2.1]) thus provide \((\varepsilon _j)_{j\in {\mathbb {N}}} \subset (0,1)\) such that \(\varepsilon _j\searrow 0\) as \(j\rightarrow \infty \), and that as \(\varepsilon =\varepsilon _j\searrow 0\) we have (3.44), (3.45), (3.46), (3.47), (3.48), (3.50) as well as \(u_\varepsilon \rightarrow u\) a.e. in \(\Omega \times (0,\infty )\) with some nonnegative functions \(u \in L^2_{loc}([0,\infty );W^{1,2}(\Omega ))\) and \(v\in L^2_{loc}([0,\infty );W^{2,2}(\Omega ))\). The completion of (3.42), (3.43) and (1.13) can thereafter be achieved by combining (3.10) with the Vitali convergence theorem, whereas (3.49) follows from Lemma 3.5 and the Egorov theorem due to the fact that \(S(u_\varepsilon )\nabla v_\varepsilon \rightarrow S(u)\nabla v\) a.e. in \(\Omega \times (0,\infty )\) as \(\varepsilon =\varepsilon _j\searrow 0\) by (3.42) and (3.46). Moreover, Lemma 3.11 along with (3.42) guarantees that
implying that \(\ln u>-\infty \) and hence \(u>0\) a.e. in \(\Omega \times (0,\infty )\). The bounds in (1.15) and (1.16) are consequences of Lemma 3.8 and Lemma 3.9 when combined with (3.42), (3.46) and Fatou’s lemma, whereas the claim on radial symmetry is evident from Lemma 3.1, (3.42) and (3.45).
The verification of (2.5) is quite straightforward: Given \(\varphi \in C_0^\infty ({\overline{\Omega }}\times [0,\infty ))\), from (3.1) we obtain that
for all \(\varepsilon \in (0,1)\), where by (3.42) and (3.49),
and
Since (1.11) along with (3.42) and the dominated convergence theorem ensures that \(D(u_\varepsilon )+\varepsilon \rightarrow D(u)\) in \(L^2_{loc}({\overline{\Omega }}\times [0,\infty ))\) as \(\varepsilon =\varepsilon _j\searrow 0\), we furthermore have
Therefore, (2.5) results from (3.51), while (2.6) can be derived similarly using (3.50), (3.45), (3.46) and (3.42). Moreover, \(\textrm{ess}\lim _{t \searrow 0} \Vert v(\cdot , t) - v_0\Vert _{L^2(\Omega )} =0\) is a consequence of (3.47).
Finally, from (3.3) and (2.2) we know that
where clearly
according to the positivity of \(u_0\) in \({\overline{\Omega }}\) and, e.g., the monotone convergence theorem, because \(G_\varepsilon (s)\searrow G(s)\) for all \(s>0\) as \(\varepsilon \searrow 0\). Moreover, (3.47) together with (3.43) warrants that for a.e. \(t>0\),
as \(\varepsilon =\varepsilon _j\searrow 0\), and that thanks to Fatou’s lemma,
because clearly \(G_\varepsilon (u_\varepsilon (\cdot ,t))\rightarrow G(u(\cdot ,t))\) a.e. in \(\Omega \) for a.e. \(t>0\) as \(\varepsilon =\varepsilon _j\searrow 0\) due to (1.13) and (1.14). Since, apart from that,
by (3.50) and lower continuity of the norms in \(L^2\) spaces with respect to weak convergence, the energy property (2.7) will thus result from (3.52)-(3.55) as soon as we have shown that for all \(t>0\),
To accomplish this, we fix \((\chi _\delta )_{\delta \in (0,1)} \subset C^\infty ([0,\infty ))\) such that \(0\le \chi _\delta \le 1\) in \([0,\infty )\), \(\chi _\delta \equiv 0\) in \([0,\frac{\delta }{2}] \cup [\frac{2}{\delta },\infty )\) and \(\chi _\delta \equiv 1\) in \([\delta ,\frac{1}{\delta }]\) for \(\delta \in (0,1)\), and that \(\chi _\delta \nearrow 1\) on \((0,\infty )\) as \(\delta \searrow 0\), and note that then for each fixed \(\delta \in (0,1)\),
Indeed, since
with \(c_1(\delta )\) being finite by continuity of D, S and \(\Sigma \), and by positivity of S on \((0,\infty )\), it firstly follows from the dominated convergence theorem and (3.42) that
which in conjunction with (3.44) ensures that
The observation that due to Lemma 3.10,
therefore shows that indeed (3.57) holds. Since furthermore
by (3.42), (3.46) and the fact that \(0\le \chi _\delta (u_\varepsilon ) \Sigma (u_\varepsilon ) \le 1\) due to Lemma 2.1, again based on an argument based on lower semicontinuity of the norm in \(L^2(\Omega \times (0,t))\), \(t>0\), with respect to weak convergence, we infer from (3.57) that
Once more thanks to Beppo Levi’s theorem, on taking \(\delta \searrow 0\) we conclude that
and that thus indeed (3.56) holds according to (1.14).\(\square \)
Proof of Theorem 1.1
The claim actually is a by-product of Lemma 3.13.\(\square \)
4 Nonexistence. Proof of Theorem 1.2
In this section, we prove that for some initial data there does not exist a global weak energy solution of (1.1) satisfying (1.21) for some \(p>\frac{2n}{n+2}\), provided that the requirements stated in Theorem 1.2 are satisfied.
We first show that each global weak energy solution has the property of mass conservation.
Lemma 4.1
Assume that \(\Omega \subset {\mathbb {R}}^n\) is a bounded domain with smooth boundary, (1.2) is fulfilled, and let (u, v) be a global weak energy solution of (1.1) with some \((u_0,v_0)\) fulfilling (1.3). Then,
Proof
Let \(t_0>0\) be a Lebesgue point of \(0<t\mapsto \int _\Omega u(\cdot ,t)\). Then since u and \(J:=D(u)\nabla u-S(u)\nabla v\) are locally integrable in \({\overline{\Omega }}\times [0,\infty )\), by means of a standard approximation argument it is possible to show that (2.5) continues to hold for \(\varphi =\varphi _\delta \), \(\delta >0\), where \(\varphi _\delta (x,t):=\zeta _\delta (t)\), \((x,t)\in {\overline{\Omega }}\times [0,\infty )\), with \(\zeta _\delta (t):=1\) for \(t\in [0,t_0]\), \(\zeta _\delta (t):=1-\frac{t-t_0}{\delta }\) for \(t\in (t_0,t_0+\delta )\) and \(\zeta _\delta (t):=0\) for \(t\ge t_0+\delta \), \(\delta >0\). From (2.5), we thereby obtain that
where the Lebesgue point property of \(t_0\) ensures that \(\frac{1}{\delta } \int _{t_0}^{t_0+\delta } \int _\Omega u \rightarrow \int _\Omega u(\cdot ,t_0)\) as \(\delta \searrow 0\). Therefore, (4.2) yields the claim due to the fact that the complement in \((0,\infty )\) of the set of all such Lebesgue points has measure zero.\(\square \)
The main step toward the claimed nonexistence result is an a priori lower bound for \({{\mathcal {F}}}(u_0,v_0)\) if a global weak energy solution evolves from \((u_0,v_0)\). We use the strategy from [29, Sect. 5.2] which continues to hold in spite of a slightly different solution concept. For the reader’s convenience, we give below the lemmata leading to the announced estimate, and refer to [29] for their proofs. Next we show that v satisfies an appropriate weak formulation of the respective PDE in (1.1) which allows an evaluation at almost any time.
Lemma 4.2
Assume that \(\Omega \subset {\mathbb {R}}^n\) is a bounded domain with smooth boundary, (1.2) is fulfilled, and let (u, v) be a global weak energy solution of (1.1) with some \((u_0,v_0)\) fulfilling (1.3). Then, there exist \((\psi _l)_{l\in {\mathbb {N}}} \subset C^1({\overline{\Omega }})\) and a null set \(N\subset (0,\infty )\) such that \(\{\psi _l \ | \ l\in {\mathbb {N}}\}\) is dense in \(W^{1,2}(\Omega )\), and such that
Proof
see [29, Lemma 5.2] \(\square \)
From now on, we only consider radial solutions in \(\Omega =B_R(0)\subset {\mathbb {R}}^n\) for some \(n\ge 3\) and \(R>0\). By relying on the energy, we next show that (u, v)(t) converges in an appropriate large time limit to some \((u_\infty , v_\infty )\) which is a stationary weak solution to the second PDE in (1.1).
Lemma 4.3
Assume that \(\Omega =B_R(0)\subset {\mathbb {R}}^n\) for some \(n\ge 3\) and \(R>0\), that (1.2), (1.3) and (1.17) are satisfied, and suppose that (u, v) is a radial global weak energy solution of (1.1) such that
for some \(p>\frac{2n}{n+2}\). Then with \(N_\star \subset (0,\infty )\) taken from Definition 2.2, we can find \((t_k)_{k\in {\mathbb {N}}} \subset (0,\infty ){\setminus } N_\star \) and nonnegative radially symmetric functions \(u_\infty \in L^p(\Omega )\) and \(v_\infty \in W^{2,p}(\Omega )\) such that \(t_k\rightarrow \infty \) as \(k\rightarrow \infty \), that
and
that
and
and that
Moreover,
and
Proof
see [29, Lemma 5.3] \(\square \)
In order to show that \((u_\infty , v_\infty )\) is also a stationary generalized solution to the first PDE in (1.1), we need two regularity properties of functions in Sobolev spaces.
Lemma 4.4
Assume that \(\Omega =B_R(0)\subset {\mathbb {R}}^n\) for some \(n\ge 3\) and \(R>0\), let \(p>1\) and \(q\ge 1\) be such that \((n-2p)q<np\). Then, there exist \(C(p)>0\) and \(C(p,q)>0\) such that if \(\psi \in W^{2,p}(\Omega )\) is radially symmetric, then \(\psi \in C^1({\overline{\Omega }}\setminus \{0\})\) with
and
Proof
see [29, Lemma 5.4] \(\square \)
Lemma 4.5
Let \(I\subset {\mathbb {R}}\) be an open interval, and suppose that \((\psi _k)_{k\in {\mathbb {N}}} \subset W^{1,1}(I)\) is such that as \(k\rightarrow \infty \) we have \(\psi _k(r)\rightarrow \psi (r)\) for all \(r\in I\) and \(\psi '_{k}\rightarrow \phi \) in \(L^1(I)\) with some \(\psi :I\rightarrow {\mathbb {R}}\) and some \(\phi \in C^0(I)\). Then \(\psi \in C^1(I)\) with \(\psi ' \equiv \phi \) in I.
Proof
By [4, Theorem 8.2], we have (up to the choice of a continuous representative) \(\psi _k \in C^0 (I)\) and
and any \(k \in {\mathbb {N}}\). In the limit \(k \rightarrow \infty \) this implies
In view of \(\phi \in C^0(I)\), the claim is proved.\(\square \)
We now show additional properties of \((u_\infty , v_\infty )\) as announced above.
Lemma 4.6
Assume that \(\Omega =B_R(0)\subset {\mathbb {R}}^n\) for some \(n\ge 3\) and \(R>0\), that (1.2), (1.3) and (1.17) are satisfied, and that (u, v) is a radial global weak energy solution of (1.1) such that (4.4) holds for some \(p>\frac{2n}{n+2}\), and let \((t_k)_{k\in {\mathbb {N}}}\) as well as \(u_\infty \) and \(v_\infty \) be as in Lemma 4.3. Then, \(u_\infty \in C^0({\overline{\Omega }}\setminus \{0\};[0,\infty ])\) and \(u_\infty \in C^1(({\overline{\Omega }}\setminus \{0\})\cap \{u_\infty <\infty \})\) with
Moreover, \(G(u_\infty )\in L^1(\Omega )\) and
Proof
see [29, Lemma 5.6]\(\square \)
Next we show that the initial energy \({{\mathcal {F}}}(u_0,v_0)\) is bounded from below by a constant depending on the initial mass \(m = \int _\Omega u_0\). To this end, we need two preliminary results, the first being a useful identity, for which the condition \(p>\frac{2n}{n+2}\) is important.
Lemma 4.7
Assume that \(\Omega =B_R(0)\subset {\mathbb {R}}^n\) for some \(n\ge 3\) and \(R>0\) and suppose that \(p>\frac{2n}{n+2}\) and that \(\psi \in W^{2,p}(\Omega )\) is radially symmetric with \(\frac{\partial \psi }{\partial \nu }=0\) on \(\partial \Omega \). Then \(\Delta \psi (x\cdot \nabla \psi ) \in L^1(\Omega )\) with
Proof
see [29, Lemma 5.8]\(\square \)
For the next estimate, we particularly need condition (1.19).
Lemma 4.8
Assume that \(\Omega =B_R(0)\subset {\mathbb {R}}^n\) for some \(n\ge 3\) and \(R>0\), that (1.2), (1.3) and (1.17) are satisfied and suppose that (1.19) holds with some \(\mu >0\) and \(K_{\ell G}>0\). Moreover, assume that (u, v) is a radial global weak energy solution of (1.1) such that (4.4) holds for some \(p>\frac{2n}{n+2}\), and let \((t_k)_{k\in {\mathbb {N}}}\) as well as \(u_\infty \) and \(v_\infty \) be as in Lemma 4.3. Then \(u_\infty (x\cdot \nabla v_\infty )\) belongs to \(L^1(\Omega )\) with
Proof
see [29, Lemma 5.7] and notice that (1.19) implies [29, (1.20)]\(\square \)
Finally, we are in a position to prove that the initial energy \({{\mathcal {F}}}(u_0,v_0)\) is bounded from below by a constant depending on the initial mass \(m = \int _\Omega u_0\).
Lemma 4.9
Assume that \(\Omega =B_R(0)\subset {\mathbb {R}}^n\) for some \(n\ge 3\) and \(R>0\), that (1.2), (1.3) and (1.17) are satisfied, and suppose that (1.19) holds with some \(\mu >0\) and \(K_{\ell G}>0\). Then for all \(m>0\) there exists \(C(m)>0\) with the property that if \((u_0,v_0)\) complies with (1.3) and (1.17) and is such that \(\int _\Omega u_0=m\), and if (1.1) admits a radial global weak energy solution of (1.1) fulfilling (4.4) with some \(p>\frac{2n}{n+2}\), then necessarily
Proof
With \(\mu >0\) and \(K_{\ell G}>0\) taken from (1.19), we fix \(\eta \in (0,1)\) small enough such that \(n-2-\mu \le (n-2)(1-\eta )\), and employ a Poincaré inequality in choosing \(c_1>0\) suitably large such that
We then suppose that \(m>0\) and that (1.3) and (1.17) hold with \(\int _\Omega u_0=m\), and that (u, v) is a radial global weak energy solution of (1.1) which satisfies (4.4) with some \(p>\frac{2n}{n+2}\). Letting \((u_\infty ,v_\infty )\) be as provided by Lemma 4.3, we first observe upon taking \(\psi \equiv 1\) in (4.11) that due to (4.10) we have
and that since \(v_\infty \in W^{2,p}(\Omega )\), a standard argument applied to (4.11) shows that \(\Delta v_\infty =v_\infty -u_\infty \) a.e. in \(\Omega \). As a consequence of Lemma 4.7, multiplying this by \(x\cdot \nabla v_\infty \) and integrating over \(\Omega \) yields the identity
in which thanks to Lemma 4.8 and Young’s inequality,
As furthermore, again by Young’s inequality, and by (4.19) and (4.20),
from (4.21) we thus obtain that
which is equivalent to the inequality
Since (4.11) ensures that
through (4.15), (1.19) and (4.20) this reveals that
because G is nonnegative. As \(1-\frac{n-2-\mu }{(n-2)(1-\eta )} \ge 0\) according to our restriction on \(\eta \), this establishes (4.18) with \(C(m):= \frac{nK_{\ell G}m}{(n-2)(1-\eta )} + \frac{c_1m^2}{1-\eta } + \frac{4R^2|\Omega |}{(n-2)^2\eta (1-\eta )}\).\(\square \)
In contrast to the previous result, it is already known that there are initial data such that \({{\mathcal {F}}}(u_0, v_0)\) is arbitrarily small provided that (1.18) is fulfilled with some \(\alpha >\frac{2}{n}\).
Lemma 4.10
Assume that \(\Omega =B_R(0)\subset {\mathbb {R}}^n\) for some \(n\ge 3\) and \(R>0\), and suppose that (1.18) holds with some \(\alpha >\frac{2}{n}\) and \(K_{SD}>0\). Then for each \(m>0\) and \(C>0\) one can find functions \(u_0\) and \(v_0\) fulfilling (1.3) and (1.17) as well as \(\int _\Omega u_0=m\) and
Proof
This has been verified by means of an explicit construction in [26, Lemma 4.1]. \(\square \)
The previous two results finally show that Theorem 1.2 is valid.
Proof of Theorem 1.2
This statement is an immediate consequence of Lemma 4.9 when combined with Lemma 4.10. \(\square \)
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Stinner, C., Winkler, M. A critical exponent in a quasilinear Keller–Segel system with arbitrarily fast decaying diffusivities accounting for volume-filling effects. J. Evol. Equ. 24, 26 (2024). https://doi.org/10.1007/s00028-024-00954-x
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DOI: https://doi.org/10.1007/s00028-024-00954-x
Keywords
- Chemotaxis
- Quasilinear Keller–Segel system
- Global weak energy solution
- Critical exponent
- Volume-filling effect