Abstract
In this work, we shall be concerned with the existence and uniqueness result to the nonlinear parabolic equations whose prototype is
where \( -\,\varDelta _{M}u{=}-\,\text{ div } ((1+|u|)^{2}Du\frac{\log (e+Du)}{|Du|})\), \(\overline{c}\in (L^{\infty }(Q_{T}))^{N}\) and \(M(t)= t\log (e+t)\) is an N-function. The data f and \(b(u_{0})\) in \(L^{1}(Q_T)\) and \(L^{1}(\varOmega )\).
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1 Introduction
Let \(\varOmega \) be a bounded open set of \(\mathbb {R}^N\)\((N\ge 2)\), T is a positive real number, and \(Q_T=\varOmega \times (0,T)\). Consider the following nonlinear Dirichlet equation:
where \(A(u)=-\hbox {div}(a(x,t,u,\nabla u))\) is a Leary-Lions operator defined on the inhomogeneous Orlicz–Sobolev space \(W_{0}^{1,x}L_{M}(Q_{T})\), M is an N-function related to the growth of A(u) (see Assumptions (9)–(11)), and to the growth of the lower order Carathéodory function \(\varPhi (x,t,u)\) (see Assumption (12)). \(b:\mathbb {R}\longrightarrow \mathbb {R}\) is a strictly increasing \(C^1\)-function, the second term f in \(L^{1}(Q_{T})\).
In the classical Lebesgue spaces \(L^{p}(0,T,W^{1,p}_{0}(\varOmega ))\), the notion of renormalized solution of (1) was early introduced by Di-Perna and Lions [14] for the study of Boltzmann equation and Blanchard, Murat and Redwane were adapted it to parabolic equations with \(L^{1}\)-data in [9, 11] where they treated the existence and uniqueness with b(u) a linear function (\(b(u)=u)\) and \(a(x,t,u,\nabla u)+ \varPhi (u)\) with \(\varPhi \in \mathcal {C}^{\infty }(\mathbb {R})\), \(u\in L^{\infty }(0,T,L^{1}(\varOmega ))\) and the source data is a measure \(\mu =f-\text{ div }(G)\).
Recently Blanchard et al. [12] have studied Stefan problem the function in the evolution term b is maximal graph on \(\mathbb {R}\) and Aberqi et al. [1] where b is a general strictly increasing \(\mathcal {C}^{1}(\mathbb {R})\)-function.
Another approach to define a suitable generalized solution is that of entropy solution which was introduced in [8] in the elliptic case and by Prignet [26] in the parabolic case.
Aharouch and Bennouna [3] have proved the existence and uniqueness of entropy solutions in the framework of Orlicz-Sobolev spaces \(W^{1}_{0}L_{M}(\varOmega )\) assuming the \(\triangle _{2}\)-condition on the N-function M. Recently, Mukminov [24, 25] proved the uniqueness of renormalized solutions to the Cauchy problem for parabolic equation using Kruzhkovis method of doubling the variable.
In the generalized-Orlicz spaces, the work [5] is a continuation of [3] where Al-Hawmi, Benkirane, Hjiaj and Touzani proved the existence and uniqueness of entropy solution for
where \(\varPhi =0\) and \(\overline{M}\) satisfy the \(\triangle _{2}\)-condition. Antontsev and Shmarev [6] proved theorems of existence and uniqueness of weak solutions of Dirichlet problem for a class of nonlinear parabolic equations with nonstandard anisotropic growth conditions in the variable exponent Lebesgue spaces. Equations of this class generalize the evolution p(x, t)-Laplacian of the type
The study of the problem in the framework of renormalized solutions is motivated by the lack of regularity of the distributional formulation (it’s not enough to assure the uniqueness, for more detail see [26] and the counterexample in [29]).
Our novelty in the present paper is to give an existence and uniqueness result of renormalized solution of (1) in the general framework of inohomogeneous Orlicz spaces with a lower order term \(\varPhi \) which depends on x, t and u, that is with \(a(x,t,u,\nabla u)\) replaced by \(a(x,t,u,\nabla u)+\varPhi (x,t,u)\). The difficulty encountered during the proof of the existence of the solution is that the term \(\varPhi \) does not satisfy the coercivity condition. Nonlinearities are characterized by N-functions M, for which \(\triangle _{2}\)-conditions are not imposed, losing the reflexivity of the spaces \(L_{M}(Q_{T})\) and \(W_{0}^{1}L_{M}(Q_{T})\).
In the literature up to our knowledge there is no result on the uniqueness of the operator \(a(x,t,u,\nabla u)+\varPhi (x,t,u)\) in the framework of Orlicz spaces. So the crucial question that we will focus in this paper is to impose appropriate conditions on each term of problem (1) in order to obtain a uniqueness result (see Theorem 3).
This paper is organized as follows. In the Sect. 2, we recall some well-known preliminaries properties and results of Orlicz-Sobolev spaces. Section 3 is devoted to specify the essential assumptions on b, a, \(\varPhi \) and f and we introduce the Definition 1 of a renormalized solution of (1) and the existence result given in Theorem 2. In Sect. 4 we prove Theorem 2 and in Sect. 5 we establish the uniqueness result. The proof of Lemma 8 is given in the “Appendix”.
2 N-function and Orlicz spaces
Let \(\displaystyle M :{\mathbb {R}}^{+}\rightarrow {\mathbb {R}}^{+}\) be an N-function, that is, M is continuous, convex, with \(M(t) > 0\) for \(t > 0\), \(\displaystyle M(t)/t \rightarrow 0\) as \(t\rightarrow 0\), and \(\displaystyle M(t)/t\rightarrow +\infty \) as \(t\rightarrow +\infty \). Equivalently, M admits the representation \(\displaystyle M(t) =\int _{0}^{t} a(s)ds\), where \(a:{\mathbb {R}}^{+}\rightarrow {\mathbb {R}}^{+}\) is nondecreasing, right continuous, with \(a(0) = 0\), \(a(t) > 0\) for \(t > 0\), and \(a(t)\rightarrow +\infty \) as \(t\rightarrow +\infty \). The N-function \(\overline{M}\) conjugate to M is defined by \(\displaystyle \overline{M}(t) =\int _{0}^{t} \overline{a}(s)ds\), where \(\displaystyle \overline{a} : {\mathbb {R}}^{+}\rightarrow {\mathbb {R}}^{+} \), is given by \(\displaystyle \overline{a}(t) = \sup \{s : a(s) \le t\}\).
We extend these N-functions to even functions on all \({\mathbb {R}}\).
Example 1
For \(\displaystyle M(t)=\frac{|t|^{p}}{p}\), \(\displaystyle \overline{M}(t)=\frac{|t|^{q}}{q}\) where \(\displaystyle \frac{1}{p}+\frac{1}{q}=1\) and \(\displaystyle p,q\in (1;+\infty )\).
For \(\displaystyle M(t)=\exp (t^{2})-1-|t|\), \(\displaystyle \overline{M}(t)=(1+|t|)\ln (1+|t|)-|t|\).
The N-function M is said to satisfy the \(\triangle _2\)-condition if, for some k,
Let P and Q be two N-functions. \(P \ll Q\) means that P grows essentially less rapidly than Q, that is, for each \(\displaystyle \epsilon > 0\), \(\displaystyle \lim \nolimits _{t\rightarrow +\infty }\frac{P(t)}{Q(\epsilon t)}=0\).
Proposition 1
\(P \ll M\) if and only if, for all \(\epsilon > 0\) there exists a constant \(c_{\epsilon }\) such that,
Proof
Let \(\epsilon >0\), then by the definition of \(P \ll M\), there exists \(t_{\epsilon }>0\) such that \(\forall t>t_{\epsilon }\),
On the other hand, for \(t\in [0,t_{\epsilon }]\), we use the continuity of P and then there exists a constant \(C_{\epsilon }\) such that
where \(C_{\epsilon }=\sup _{t\in [0,t_{\epsilon }]}P(t)\). We combine (5) and (6) we conclude (4).
The Orlicz class \(K_{M}(\varOmega )\) (resp. the Orlicz space \(L_{M}(\varOmega )\)) is defined as the set of (equivalence classes of) real valued measurable functions u on \(\varOmega \) such that
The set \(L_{M}(\varOmega )\) is Banach space under the norm
and \(K_{M}(\varOmega )\) is a convex subset of \(L_{M}(\varOmega )\) . The closure in \(L_{M}(\varOmega )\) of the set of bounded measurable functions with compact support in \(\overline{\varOmega }\) is denoted by \(E_{M}(\varOmega )\) . The dual \(E_{M}(\varOmega )\) can be identified with \(L_{\overline{M}}(\varOmega )\) by means of the duality pairing \(\displaystyle \int _{\varOmega }uvdx\) and the dual norm of \(L_{\overline{M}}(\varOmega )\) is equivalent to \(\Vert u\Vert _{\overline{M},\varOmega }\). We now turn to the Orlicz-Sobolev space, \(W^{1}L_{M}(\varOmega )\) [resp. \(W^{1}E_{M}(\varOmega )\) ] is the space of all functions u such that u and its distributional derivatives up to order 1 lie in \(L_{M}(\varOmega )\) [resp. \(E_{M}(\varOmega )\) ]. It is a Banach space under the norm
Thus, \(W^{1}L_{M}(\varOmega )\) and \(W^{1}E_{M}(\varOmega )\) can be identified with subspaces of product of \(N + 1\) copies of \(L_{M}(\varOmega )\) . Denoting this product by \(\varPi L_{M}\) we will use the weak topologies \(\sigma (\varPi L_{M},\varPi E_{\overline{M}})\) and \(\sigma (\varPi L_{M},\varPi L_{\overline{M}})\). The space \(W^{1}_{0}E_{M}(\varOmega )\) is defined as the (norm) closure of the Schwartz space \(\mathcal {D}(\varOmega )\) in \(W^{1}E_{M}(\varOmega )\) and the space \(W^{1}_{0}L_{M}(\varOmega )\) as the \(\sigma (\varPi L_{M},\varPi E_{\overline{M}})\) closure of \(\mathcal {D}(\varOmega )\) in \(W^{1}L_{M}(\varOmega )\) .
Let \(W^{-1}L_{\overline{M}}(\varOmega )\) [resp. \(W^{-1}E_{\overline{M}}(\varOmega )\) ] denote the space of distributions on \(\varOmega \) which can be written as sums of derivatives of order \(\le 1 \) of functions in \(L_{\overline{M}}(\varOmega )\) [resp. \(E_{\overline{M}}(\varOmega )\)]. It is a Banach space under the usual quotient norm (for more details see [2]). \(\square \)
We recall the following lemmas:
Theorem 1
(Banach–Alaoglu–Bourbaki [13]) Let E be a Banach space and \(E'\) be the dual space.
The closed unit ball \(B_{E'}=\{f\in E';\Vert f\Vert \le 1\}\) is compact in the weak-* topology \(\sigma (E',E)\).
Lemma 1
(Dominated convergence) Let \(f_{k}, f\) in \(L_{M}(\varOmega )\).
If \(f_{k}\rightarrow f\) a.e. and \(|f_{k}|\le |g|\) a.e. and \(\displaystyle \int _{\varOmega }M(\lambda |g|)dx<\infty \) for every \(\lambda >0\), then \(f_{k}\rightarrow f\) in \(L_{M}(\varOmega )\).
Lemma 2
(See [19, 22, p. 132]) If a sequence \(g_{n}\in L_{M}(\varOmega )\) converges a.e. to g and \(g_{n}\) remains bounded in \(L_{M}(\varOmega )\), then \(g\in L_{M}(\varOmega )\) and \(g_{n}\rightarrow g\) in \(\sigma (L_{M}, E_{\overline{M}})\).
Lemma 3
Let \(F:\mathbb {R}\rightarrow \mathbb {R}\) be uniformly Lipschitzian, with \(F(0)=0\). Let \(u\in W^{1}L_{M}(\varOmega )\). Then \(F(u)\in W^{1}L_{M}(\varOmega )\).
Moreover if the set D of discontinuity points of \(F'\) is finite, then
Proof
It is easily adapted from that given in [21] in the case \(W^{1}L_{M}(\varOmega )\), by Theorem 1 of [20] instead of Theorem 4 of [20] (see also Remark 5 of [21]). \(\square \)
Lemma 4
(See [17]) Let \(F:\mathbb {R}\rightarrow \mathbb {R}\) be uniformly Lipschitzian, with \(F(0)=0\). We suppose that the set of discontinuity points of \(F'\) is finite. Let M be an N-function. Then the mapping \(F : W^{1}L_{M}(\varOmega )\rightarrow W^{1}L_{M}(\varOmega )\) is sequentially continuous with respect to the weak-* topology \(\sigma (\varPi L_{M}, \varPi E_{\overline{M}})\).
Inhomogeneous Orlicz-Sobolev spaces :
Let M be an N-function, for each \(\alpha \in \mathbb {N}^{N}\), denote by \(\nabla _{x}^{\alpha }\) the distributional derivative on \(Q_{T}\) of order \(\alpha \) with respect to the variable \(x \in \mathbb {R}^{N}\). The inhomogeneous Orlicz-Sobolev spaces are defined as follows
The last space is a subspace of the first one, and both are Banach spaces under the norm
The space \( W^{1,x}_{0}E_{M}(Q_{T})\) is defined as the (norm) closure \( W^{1,x}E_{M}(Q_{T})\) of \(\mathcal {D}(Q_{T})\). We can easily show that when \(\varOmega \) has the segment property, then each element u of the closure of \(\mathcal {D}(Q_{T})\) with respect of the weak* topology \(\sigma (\varPi L_{M},\varPi E_{\overline{M}})\) is a limit in \( W^{1,x}_{0}E_{M}(Q_{T})\), of some subsequence in \( \mathcal {D}(Q_{T})\) for the modular convergence.
This implies that \(\displaystyle \overline{ \mathcal {D}(Q_{T}) } ^{\sigma (\varPi L_{M},\varPi E_{\overline{M}})}=\overline{ \mathcal {D}(Q_{T}) } ^{\sigma (\varPi L_{M},\varPi L_{\overline{M}})}.\) This space will be denoted by \(\displaystyle W^{1,x}_{0}L_{M}(Q_{T})\) . Furthermore, \( \displaystyle W^{1,x}_{0}E_{M}(Q_{T})=W^{1,x}_{0}L_{M}(Q_{T})\cap \varPi E_{M}\), and the dual space of \( W^{1,x}_{0}E_{M}(Q_{T})\) will be denoted by
This space will be equipped with the usual quotient norm \( \Vert f\Vert =\inf \sum _{|\alpha |\le 1}\Vert f_{\alpha }\Vert _{\overline{M},Q_{T}}.\)
Remark 1
We can easily check, using Lemma 3, that each uniformly Lipschitzian mapping F, with \(F(0)=0\), acts in inhomogeneous Orlicz-Sobolev spaces of order 1: \(W^{1,x}L_{M}(Q_{T})\) and \(W_{0}^{1,x}L_{M}(Q_{T})\).
Lemma 5
(See [15]) For all \(u \in W_{0}^{1}L_{M}(Q_{T})\) with \(meas(Q_T)<+\infty \) one has
where \(\lambda =\text{ diam }(Q_{T})\), is the diameter of \(Q_{T}\).
3 Essential assumptions and the existence result
Throughout this paper, we assume that the following assumptions hold true.
Let M and P be two N-functions such that \(P\ll M\).
\( b: \mathbb {R}\rightarrow \mathbb {R}\) is a strictly increasing \(\mathcal {C}^{1}(\mathbb {R})\)-function, \(b(0) = 0\),
where \(\alpha _{0}\) is the constant appearing in (12).
\(a:Q_{T}\times \mathbb {R}\times \mathbb {R}^{N} \rightarrow \mathbb {R}^{N}\) is Carathéodory function and there exists a constant \(\nu >0\) such that for a.e. \(x\in \varOmega \) and for all \(s\in \mathbb {R}\), \(\xi ,\xi ^{*}\in \mathbb {R}^{N}\), \(\xi \ne \xi ^{*}\):
\(\quad \text{ with } \quad a_0(.,.)\in E_{\overline{M}}(Q_{T}),\)
\(\varPhi :Q_{T}\times \mathbb {R}\rightarrow \mathbb {R}^{N}\) is a Carathéodory function such that
where \(\lambda =\text{ diam }(Q_{T})\), \(\Vert c(.,.)\Vert _{L^{\infty }(Q_T)}\le \min (\frac{\alpha }{\alpha _{0}+1};\frac{\alpha }{2(\alpha _{0}b_{1}+1)})\) and \(0<\alpha _{0}<1.\)
Note that \(\langle ,\rangle \) means for either the pairing between \(W^{1,x}_{0}L_{M}(Q_{T})\cap L^{\infty }(Q_T)\) and \(W^{-1,x}L_{\overline{M}}(Q_{T})+ L^{1}(Q_T)\) or between \(W^{1,x}_{0}L_{M}(Q_{T})\) and \(W^{-1,x}L_{\overline{M}}(Q_{T})\).
Let \(T_{k}\), \( k > 0\) denotes the truncation function at level k defined on \(\mathbb {R}\) by \(T_{k}(r) = \max (-k; \min (k; r))\).
The definition of a renormalized solution of problem (1) can be stated as follows.
Definition 1
A measurable function u defined on \(Q_{T}\) is a renormalized solution of problem (1), if it satisfies the following conditions:
and if, for every function \(S\in W^{2,\infty }(\mathbb {R})\) which is piecewise \(C^{1}\) and such that \(S'\) has a compact support, we have in the sense of distributions
Theorem 2
Assume that (8)–(14) hold true. Then there exists at least one renormalized solution u of the problem (1) in the sense of the definition 1.
4 The stages of the Proof of Theorem 2
Truncated problem.
For each \(n>0\), we define the following approximations:
and
Consider the approximate problem:
Let \(u_{n}\in W^{1,x}_{0}L_{M}(Q_{T})\), then for any fixed \(n > 0\), there exists at least one solution \(u_{n}\in W^{1,x}_{0}L_{M}(Q_{T})\) of (25), (see [23]).
Note that by Lemma 3 and Remark 1, we have \(T_{k}(u_{n})\in W^{1,x}_{0}L_{M}(Q_{T})\), and by (8), (11), (12) and Young inequality, the quantity \(\displaystyle \int _{Q_{T}} M(|\nabla T_{k}(u_{n})|)dxdt\) is finite for all \(k>0\).
Remark 2
The explicit dependence in x and t of the functions a and \(\varPhi \) will be omitted so that \(a(x, t, u,\nabla u) = a(u,\nabla u)\) and \(\varPhi (x, t, u) = \varPhi (u)\).
Step 1: A priori estimates.
Lemma 6
Let \(u_{n}\) be a solution of the approximate problem (25), then for all \(k>0\), there exists a constant C and for a subsequence, still indexed by n we have
Proof
Fix \(k>0\) and \(\tau \in (0,T)\). Let \(T_{k}(u_{n})\chi _{(0,\tau )}\) a test function in problem (25). Using the Young inequality we get
where \(\displaystyle B_{n}(r)=\int _{0}^{r}\frac{\partial b_{n}(s)}{\partial s} T_{k}(s)ds\).
By definition, we have \(\displaystyle \int _{\varOmega } B_{n}(u_{n}(\tau ))dx\ge 0\) and \(\displaystyle \int _{\varOmega } B_{n}(u_{n}(0))dx\le kb_{1}\Vert b(u_{0})\Vert _{L^{1}(Q_{T})}\).
By (12), (8) and Young inequality we have
thanks to Lemma 5, we obtain
return to (30) and using (11) we get
thus
We take \(\displaystyle \frac{1}{c_{2}}=[1-\frac{(\alpha _{0}b_{1}+1)}{\alpha }\Vert c(.,.)\Vert _{L^{\infty }(Q_{T})}]\).
By (12) we have \(c_{2}>0\) and we obtain
where \(C=c_{1}c_{2}.\) And by (11) we have (26).
We conclude that \((T_{k}(u_{n}))\) is bounded in \(W^{1,x}_{0}L_{M}(Q_{T})\) independently of n. Since \((E_{\overline{M}}(Q_{T}))'=L_{M}(Q_{T})\) then by Theorem 1, the set \(\{(T_{k}(u_{n}))\}\) is compact for the weak topology \(\sigma (\varPi L_{M},\varPi E_{\overline{M}})\) so there exists a subsequence still denoted by \(u_{n}\) and there exists a measurable function \(\xi _{k}\) such that \(T_{k}(u_{n})\rightharpoonup \xi _{k}\) for the weak topology \(\sigma (\varPi L_{M},\varPi E_{\overline{M}})\).
On the other hand, using Lemma 5, we have
then \(\displaystyle \text{ meas }\{|u_{n}|>k\}\le \frac{ kC}{M(\frac{k}{\lambda })}\) for all n and for all k.
Thus, we get \(\displaystyle \lim _{k\rightarrow \infty }\text{ meas }\{|u_{n}|>k\}=0.\)\(\square \)
Proof of (27) and (28): For \(k<n\), let \( g_{k}\in W^{2,\infty }(\mathbb {R})\), such that \(g_{k}'\), has a compact support \(\text{ supp } (g_{k}' )\subset [-k,k]\). We multiply the Eq. (25) by \(g_{k}'(u_{n})\), to obtain in \(\mathcal {D}'(Q_{T})\),
where \(\displaystyle B_{g_{k}}^{n}(r)=\int ^{r}_{0}g_{k}'(s)\frac{\partial b_{n}(s)}{\partial s}ds\).
Then, we show that
and
independently of n.
Indeed, first we have \(|\nabla B_{g_{k}}^{n}(u_{n})|\le b_{1}|\nabla T_{k}(u_{n})|\Vert g_{k}'\Vert _{L^{\infty }(\mathbb {R})}\) a.e. in \(Q_{T}\), and using (26) we obtain (32). To show that (33) holds true, since \(\text{ supp }( g_{k}')\) and \(\text{ supp }( g_{k}'')\) are both included in \([-k,k]\), \(u_{n}\) may be replaced by \(T_{k}(u_{n})\) in each of these terms. As a consequence, each term in the right hand side of (31) is bounded either in \(W^{-1,x}L_{\overline{M}}(Q_{T})\) or in \(L^{1}(Q_{T})\) which shows that (33) holds true.
Arguing again as in [10] estimates (32), (33) and the following remark, imply that, for a subsequence, still indexed by n,
where u is a measurable function defined on \(Q_{T}\).
Remark 3
For every \(g\in W^{2,\infty }(\mathbb {R})\), nondecreasing function such that \(\text{ supp }( g') \subset [-k,k]\) and (8), we have
Proof of (29) : As in [4], we may deduce that \(a_{n}(T_{k}(u_{n}),\nabla T_{k}(u_{n}))\) is a bounded sequence in \((L_{\overline{M}}(Q_{T}))^{N}\), and we obtain (29).
Step 2: Almost everywhere convergence of the gradients. In order to show that the gradient converges almost everywhere, we need to prove the next proposition.
Proposition 2
Let \(u_{n}\) be a solution of the approximate problem (25), then
For any \(r>0\) and \(0<\delta <1\), we have
Proof
Taking \(Z_{m}(u_{n})=T_{1}(u_{n}-T_{m}(u_{n}))\) as a test function in the approximate Eq. (25) we get
where \(\displaystyle \frac{1}{C}=[1-\frac{(\alpha _{0}b_{1}+1)}{\alpha }\Vert c(.,.)\Vert _{L^{\infty }(Q_{T})}]>0.\)
Passing to the limit as \(n\rightarrow +\infty \), using the pointwise convergence of \(u_{n}\) and strongly convergence in \(L^{1}(Q_{T})\) of \(f_{n}\) we get
Owning to Lebesgue’s theorem and passing to the limit as \(m\rightarrow +\infty \), in the all terms of the right-hand side, we get (35).
From (11), we deduce also
On the other hand, we have
Using the pointwise convergence of \(u_{n}\) and by Lebegue’s theorem, in the second term of the right side of this last expression, we get
and also, by Lebesgue’s theorem
Thus with (39) and (40), we get the (36).
The proof of (37) is the same as the corresponding result in [18, 27].
Finally, for the almost everywhere convergence of the gradients we use the following lemma and same techniques as in [4] and [18].
Lemma 7
(See [7]) Under the Assumptions (8)–(14), let \((z_{n})\) be a sequence in \(W^{1,x}_{0}L_{M}(Q_{T})\) such that:
as n and s tend to \(+\infty \), and where \(\chi _{s}\) is the characteristic function of
\(Q^{s}=\{x\in Q_{T};|\nabla z|\le s\}.\)
Then,
\(\square \)
Step 3: We show that u satisfies the conditions of Definition1 For this, let show that (17) holds.
We have for any \(m>0,\)
According to (45), we pass to the limit as n tends to \(+\infty \) for fixed \(m > 0\) and we obtain
with (35), we easily obtain (17).
Similarly we deduce
Let \(S\in W^{2,\infty }(\mathbb {R})\) which is a piecewise \(C^{1}\)-function and such that \(S'\) has a compact support, Let \(K >0\) such that \(\text{ supp } (S')\subset [-K,K]\). Pointwise multiplication of the approximate problem (25) by \(S'(u_{n})\), we get
Now we will pass to the limit as \(n\rightarrow +\infty \) of each term of (48),
-
Limit of \(\frac{\partial S( b(u_{n}))}{\partial t}\)
since S is bounded, and \(S( b(u_{n}))\) converges to S(b(u)) a.e. in \(Q_{T}\) and weakly in \(L^{\infty }(Q_{T})\), then \(\frac{\partial S( b(u_{n}))}{\partial t}\) converges to \(\frac{\partial S( b(u))}{\partial t}\) in \(\mathcal {D}'(Q_{T})\).
-
Limit of \(S'(b(u_{n}))a(u_{n},\nabla u_{n})\)
since \(\text{ supp } (S')\subset [-K,K]\) and (8) we have
$$\begin{aligned} S'(b(u_{n}))a(u_{n},\nabla u_{n})=S'(b(u_{n}))a(T_{\frac{k}{b_{0}}}(u_{n}),\nabla T_{\frac{k}{b_{0}}}(u_{n})) \quad \text{ a.e. } \text{ in }\quad Q_{T}. \end{aligned}$$Owing to the pointwise convergence of \(u_{n}\) to u, the bounded character of \(S'\), and by Lemma 7 and Proposition 2, we conclude \(a(T_{\frac{k}{b_{0}}}(u_{n}),\nabla T_{\frac{k}{b_{0}}}(u_{n}))\) converges to \(a(T_{\frac{k}{b_{0}}}(u_{n}),\nabla T_{\frac{k}{b_{0}}}(u_{n}))\) weakly in \((L_{\overline{M}}(Q_{T}))^{N}\). This allows us to obtain \(S'(b(u_{n}))a(T_{\frac{k}{b_{0}}}(u_{n}),\nabla T_{\frac{k}{b_{0}}}(u_{n}))\) converges to
\(S'(b(u))a(T_{\frac{k}{b_{0}}}(u),\nabla T_{\frac{k}{b_{0}}}(u))\) weakly for \(\sigma (\varPi L_{\overline{M}} , \varPi E_{M})\), and \(S'(b(u))a(T_{\frac{k}{b_{0}}}(u),\nabla T_{\frac{k}{b_{0}}}(u)=S'(b(u))a(u,\nabla u)\quad \text{ a.e. } \text{ in }\quad Q_{T}.\)
-
Limit of \(S''(b(u_{n}))a(u_{n},\nabla u_{n})\nabla b(u_{n})\)
since \(\text{ supp } (S')\subset [-K,K]\) and (8), we get
\(S''(b(u_{n}))a(u_{n},\nabla u_{n})\nabla b(u_{n})= S''(b(u_{n}))a(T_{\frac{k}{b_{0}}}(u_{n}),\nabla T_{\frac{k}{b_{0}}}(u_{n}))\nabla b(u_{n})\) a.e. in \(Q_{T}\). Owing to the pointwise convergence of \(S''(b(u_{n}))\) to \(S''(b(u_{n}))\) as n tends to \(+\infty \), the bounded character of \(S''\) and by Lemma 7 and Proposition 2, we conclude \(S''(b(u_{n}))a(T_{\frac{k}{b_{0}}}(u_{n}),\nabla T_{\frac{k}{b_{0}}}(u_{n}))\nabla b(u_{n})\rightharpoonup S''(b(u))a(T_{\frac{k}{b_{0}}}(u),\nabla T_{\frac{k}{b_{0}}}(u))\nabla b(u)\)\( \text{ weakly } \text{ in }\quad L^{1}(Q_{T})\) as \(n\rightarrow +\infty \), and \(S''(b(u))a(T_{\frac{k}{b_{0}}}(u),\nabla T_{\frac{k}{b_{0}}}(u))\nabla b(u)=S''(b(u))a(u,\nabla u)\nabla b(u) \quad \text{ a.e. } \text{ in }\quad Q_{T}.\)
-
Limit of \(S'(b(u_{n}))\varPhi (u_{n})\)
since \(\text{ supp } (S')\subset [-K,K]\) and (8) we have \(S'(b(u_{n}))\varPhi (u_{n})=S'(b(u_{n}))\varPhi (T_{\frac{k}{b_{0}}}(u_{n}))\) a.e. in \(Q_{T}.\)
In a similar way, we obtain \(S'(b(u_{n}))\varPhi (u_{n})\rightarrow S'(b(u))\varPhi (u)\) weakly for \(\sigma (\varPi L_{\overline{M}} , \varPi E_{M}).\)
-
Limit of \(S''(b(u_{n}))\varPhi (x,t,u_{n})\nabla b(u_{n})\)
Also we have
$$\begin{aligned} S''(b(u_{n}))\varPhi (u_{n})\nabla b(u_{n})=S''(b(u_{n}))\varPhi (T_{\frac{k}{b_{0}}}(u_{n}))\nabla T_{\frac{k}{b_{0}}}(u_{n}) b'(u_{n}) \end{aligned}$$using the weakly convergence of truncation, it is possible to prove that,
$$\begin{aligned} S''(b(u_{n}))\varPhi (u_{n})\nabla b(u_{n})\rightarrow S''(b(u))\varPhi (u)\nabla b(u)\hbox { strongly in }L^{1}(Q_{T}). \end{aligned}$$ -
Limit of \(f_{n}S'(b(u_{n}))\)
we have \(u_{n}\rightarrow u\) a.e. in \(Q_{T}\), \(S'\) and b are piecewise \(C^{1}\). It is enough to use (23) to get that \(f_{n}S'(b(u_{n}))\rightarrow fS'(b(u))\) strongly in \(L^{1}(Q_{T})\).
Finally, to show (19), remark that S being bounded, \(S(b(u_{n}))\) is bounded in \(L^{\infty }(Q_{T})\). The Eq. (48) allows to show that \(\frac{\partial S( b(u_{n}))}{\partial t}\) is bounded in \(W^{-1,x}L_{\overline{M}}(Q_{T})+L^{1}(Q_{T})\). By Lemma 5 in [16] this implies that \(S(b(u_{n}))\) lies in a compact set of \(C^{0}([0,T];L^{\infty }(\varOmega ))\). It follows that, on one hand, \(S(b(u_{n})(t=0))\) converges to \(S(b(u)(t=0))\) strongly in \(L^{1}(Q_{T})\). On the other hand, the smoothness of S imply that \(S(b(u)(t=0))=S(b(u_{0}))\) in \(\varOmega \). This complete the proof of the existence result.
Example 2
As an example of equations to which the present result on the existence of renormalized solutions can be applied, we give:
-
1.
For \(\displaystyle M(t)=\frac{1}{p}|u|^{p}\), \(\displaystyle b(u)=|u|^{p-2}u\), \(a(x, t, u, \nabla u)=|\nabla u|^{p-2}\nabla u\)
and \(\displaystyle \varPhi (x,t,u)=\exp \Big (\frac{\eta }{\Vert x\Vert +t+2}\Big )\beta (\frac{\alpha _{0}}{\lambda })^{\frac{p}{q}} |u|^{\frac{p}{q}}\).
$$\begin{aligned} \left\{ \begin{array}{lll} \displaystyle \frac{\partial b(u)}{\partial t}-\triangle _{M} - \text{ div } \Big (\exp \Big (\frac{\eta }{\Vert x\Vert +t+2}\Big )\beta \Big (\frac{\alpha _{0}}{\lambda }\Big )^{\frac{p}{q}} |u|^{\frac{p}{q}}\Big )=f &{} \text {in} &{} \quad Q_{T},\\ \displaystyle u(x,t)=0 &{} \text {on} &{} \partial \varOmega \times (0,T),\\ \displaystyle b(u(x,0))=b(u_{0})(x) &{} \text {in} &{} \varOmega . \end{array}\right. \end{aligned}$$ -
2.
For \(\displaystyle -\triangle _{M}=-\text{ div }(\frac{m(|\nabla u|)}{|\nabla u|}.\nabla u)\) where m is the derivative of M, \(\displaystyle b(u)=u\) and \(\overline{c}\in (L^{\infty }(Q_{T}))^{N}\).
$$\begin{aligned} \left\{ \begin{array}{lll} \displaystyle \frac{\partial u}{\partial t}-\triangle _{M} - div (\overline{c}(x,t)\overline{M}^{-1}M(\frac{\alpha _{0}}{\lambda }|b(u)|))=f &{} \text {in} &{} Q_{T},\\ \displaystyle u(x,t)=0 &{} \text {on} &{} \partial \varOmega \times (0,T),\\ \displaystyle u(x,0)=u_{0}(x) &{} \text {in} &{} \varOmega . \end{array}\right. \end{aligned}$$ -
3.
For \(\displaystyle M(t) = t \log (1 + t)\), \(\displaystyle a(x, t, u, \nabla u) =(1 + |u|)^{2}\nabla u \frac{\log (1 + |\nabla u|)}{|\nabla u|}\) and \(\overline{c}\in (L^{\infty }(Q_{T}))^{N}\).
$$\begin{aligned} \left\{ \begin{array}{l} \displaystyle \frac{\partial b(u)}{\partial t}-div(1 + |u|)^{2}\nabla u \frac{log(1 + |\nabla u|)}{|\nabla u|} - \text{ div } (\overline{c}(x,t)\overline{M}^{-1}M(\frac{\alpha _{0}}{\lambda }b(u)))=f \quad \text {in} \quad Q_{T},\\ \displaystyle u(x,t)=0 \qquad \qquad \qquad \quad \text {on} \qquad \partial \varOmega \times (0,T),\\ \displaystyle b(u(x,0))=b(u_{0})(x) \qquad \quad \text {in} \qquad \varOmega . \end{array}\right. \end{aligned}$$
5 Uniqueness result
Before showing the uniqueness of the solution of the problem (1), we will give the following technical lemma.
Let u and v be two renormalized solutions of the problem (1) and let us define for any \(0<k<s,\)
Lemma 8
Assume that (8)–(14) hold. Then for any \(r>0\) we have
Proof
See “Appendix”. \(\square \)
Theorem 3
Assume that Assumptions (8)–(14) hold true and moreover that for any compact set \(D \subset \mathbb {R}\), there exists \(L_{D}\in E_{\overline{M}}(Q_{T})\) and \(\rho _{D} > 0\) such that \(\forall s,\overline{s}\in D,\)
for almost every \((x, t)\in Q_{T}\) and for every \(\xi \in \mathbb {R}^{N}\). Then the problem (1) has a unique renormalized solution.
Proof
We define a smooth approximation of \(\widetilde{T}_{n}(r)=\min (b(n), \max (r,b(-n)))\) by \(\widetilde{T}_{n}^{\sigma }\) where \(\widetilde{T}_{n}^{\sigma }(0)=0\) and
For a fixed \(n>0\), we have for any \(z\in L^{1}(Q_{T})\),
and
Consider now two renormalized solutions u and v of (15)–(18) for the data f and \(b(u_{0})\). Since \(\widetilde{T}_{n}^{\sigma }\in W^{2,\infty }(\mathbb {R})\) and \(supp((\widetilde{T}_{n}^{\sigma })')\subset [b(-n)-\sigma , b(n)+\sigma ]\) , then we take \(S=\widetilde{T}_{n}^{\sigma }\) and we use \(\frac{1}{k}T_{k}(\widetilde{T}_{n}^{\sigma }(b(u))-\widetilde{T}_{n}^{\sigma }(b(v)))\) as a test function in the difference of equations (18) for u and v, we get
where
for any \(k>0\), \(n>0\), \(\sigma >0\).
The following lemma will be useful in the sequel,
Lemma 9
Proof
Notice that
and
where \(\displaystyle \overline{T}_{k}(r)=\int _{0}^{r}T_{k}(z)dz\).
Passing to the limit we obtain
and letting \(n\rightarrow +\infty \) in this last equality, we deduce (58). \(\square \)
Now, we analyze the limit of \(I_{1,n}^{\sigma }, I_{2,n}^{\sigma }, I_{3,n}^{\sigma }, I_{4,n}^{\sigma }\) and \(I_{5,n}^{\sigma }\) one by one.
The limit of\(I_{1,n}^{\sigma }\): Notice that
where \(Q_{n}^{\sigma }=(\widetilde{T}_{n}^{\sigma })'(b(u))a(u,\nabla u)-(\widetilde{T}_{n}^{\sigma })'(b(v))a(v,\nabla v)]\nabla T_{k}(\widetilde{T}_{n}^{\sigma }(b(u))-\widetilde{T}_{n}^{\sigma }(b(v))).\)
Since \(\displaystyle \text{ supp }( (\widetilde{T}_{n}^{\sigma })')\subset [b(-n)-\sigma , b(n)+\sigma ]\),
then
and
Then by (55), (56) and (54) one has
where \(C_{n}=\max (|b(-n)-\sigma |, b(n)+\sigma ).\)
Since \(R_{n}\in L^{1}(Q_{T})\) we use the Lebesgue dominated convergence theorem to have
where
Since \(a(u,\nabla u)\) satisfies the condition (11), one has
On the other hand by (51) we have
Using (8), one has \(|u-v|\le \frac{1}{b_{0}}|b(u)-b(v)|\le \frac{1}{b_{0}}\), then
Since \(L_{D}(x,t)\in E_{\overline{M}}(Q_{T})\), u and v in \(W^{1,x}L_{M}(Q_{T})\) and using (4), one has \((L_{D}(x,t)+ \rho _{D}\overline{P}^{-1}P(|v|))(|\nabla u|+ |\nabla v|)\in L^{1}(Q_{T})\) and the Lebesgue dominated convergence theorem allows us to conclude that for all \(n\ge 1\)
We denote by \(C_{n}\) the compact subset \([-n-1, n+1]\). Due to (53), there exists a positive number \(\beta _{n}\) such that \(|b'(r_{1})-b'(r_{2})|\le \beta _{n} |r_{1}-r_{2}|\) for all \(r_{1}\) and \(r_{2}\) lying in \(C_{n}\). Using (8) and Rolle’s theorem, we get
Then \(|b'(r_{1})-b'(r_{2})|\le k\frac{\beta _{n}}{b_{0}}\) on \(\{|b(u)-b(v)|\le k, |u|\le n, |v|\le n\}\) and we get
we use the Lebesgue dominated convergence theorem to conclude that, for all \(n\ge 1,\)
In view of the definition of \(\widetilde{T}_{n}\), we have
and using (11) we deduce
Similarly we have
and
The limit of\(I_{2,n}^{\sigma }\)and\(I_{4,n}^{\sigma }\) : Now we claim that
From a simple derivation of the function \((\widetilde{T}_{n}^{\sigma })'\) it yields that for any \(\sigma >0\) and \(k>0\)
Similarly we have
By combining (67) and (68) we readily deduce (66).
The limit of\(I_{3,n}^{\sigma }\): There we prove that
where \(\epsilon (k)\) is a positive function such that \(\lim _{k\rightarrow 0}\epsilon (k)=0.\)
For \(n\ge 0\) we have
where
We estimate \(K_{1}\) and \(K_{2}\) by (12) we have
and similarly
On the other hand, by (53) one have since \(L_{D}\in L_{\overline{M}}(Q_{T}),\)
by (8) we obtain
Since \(L_{D}\) in \(L_{\overline{M}}(Q_{T})\) and due to (16), the function \(L_{D}(x,t)(|\nabla T_{n}(b(u))|+|\nabla T_{n}(b(v))|)\in L^{1}(Q_{T})\). Using the Lebesgue dominated convergence theorem we obtain \(\lim _{k\rightarrow 0}\epsilon (k)=0\) and
Estimates (70)–(72) imply (69).
The limit of\(I_{5,n}^{\sigma }\):
Using the Lebesgue theorem and (55) and (56), we obtain
Since \(\lim _{k\rightarrow 0}\frac{T_{k}(z)}{k}= \text{ sgn }(z)\) in \(\mathbb {R}\) and weakly-* in \(L^{\infty }\) then
Then
Finally, going back to (57) and using Lemma 8, one may deduce that \(u=v\) a.e. in \(Q_{T}.\)
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Appendix
Appendix
Proof of Lemma 8
Define the functions
and
Due to (10) the functions \(L_{1}\) and \(L_{2}\) are monotone increasing. \(L_{1}\) and \(L_{2}\) are differentiable almost everywhere (see [28]), with \(L'_{1}\) and \(L'_{2}\) measurable and so we have for any \(s>\eta >0\)
and for almost any \(s>0\)
and
If the thesis of the lemma is not true, let \(\epsilon _{0}>0\) and let \(n_{0}>0\) be a real number such that for every real number \(s\ge n_{0}\) we have
Since \(b'\) is a continuous and positive function, we have for almost \(\xi \ge n_{0}\),
From (77), (79) and (78) it follows that
In view of (76), we deduce that for any \(s>\eta >n_{0}\) we have
Taking \(s=n+1\) and \(\eta =n\) with \(n>n_{0}\) we have
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Aberqi, A., Bennouna, J., Elmassoudi, M. et al. Existence and uniqueness of a renormalized solution of parabolic problems in Orlicz spaces. Monatsh Math 189, 195–219 (2019). https://doi.org/10.1007/s00605-018-01260-8
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DOI: https://doi.org/10.1007/s00605-018-01260-8