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\(L^{\infty}\)-error estimate of a generalized parallel Schwarz algorithm for elliptic quasi-variational inequalities related to impulse control problem


The generalized Schwarz algorithm for a class of elliptic quasi-variational inequalities related to impulse control problems is studied in this paper. The principal result is to prove the error estimate in \(L^{\infty}\)-norm for m subdomains with overlapping nonmatching grids. This approach combines the geometrical convergence and the uniform convergence.

1 Introduction

In the present paper, we are concerned with the \(L^{\infty}\)-convergence of the standard finite-element approximation for the impulse control problem associated with the elliptic quasi-variational inequality (QVI):

$$ \textstyle\begin{cases} \text{find}\quad u\in K_{g}(u) \quad \text{such that} \\ a(u,v-u)\geq (f,v-u),\quad \forall v \in K_{g}(u). \end{cases} $$

Here, f is a right hande side in \(L^{\infty}(\Omega )\), such that \(f\geq 0\), \(K_{g}(u)\) is the implicit convex set defined by

$$ K_{g}(u)=\bigl\{ v \in H^{1}(\Omega ) /v=g \text{ on } \partial \Omega , 0\leq v\leq Mu \text{ in } \Omega \bigr\} , $$

where Ω is a bounded convex domain of \(\mathbb{R}^{N}\) with suffciently smooth boundary Ω and M is a nonlinear operator from \(L^{\infty}(\Omega )\) into itself defined by

$$ M u(x)= k+ \operatorname{inf} u(x+\xi ), \quad x \in \Omega , \xi \geq 0, x+\xi \in \Omega , k>0. $$

The function Mu is called the obstacle of impulse control, see [1].

(,) is the scalar product in \(L^{2}(\Omega )\), and \(a(\cdot,\cdot)\) is the bilinear form assumed to be continuous and strongly coercive

$$ a(u,v) = \int_{\Omega} \Bigg(\sum_{1\leq l,k \leq N} a_{lk}(x)\frac{\partial u}{\partial x_{l}}\frac{\partial v}{\partial x_{k}} + \sum_{1\leq k \leq N} a_{k}(x)\frac{\partial u}{\partial x_{k}}+a_{0}(x) u v\Bigg) dx $$

Let \(V_{h}\) be the finite-element space consisting of continuous piecewise-linear functions and \(r_{h}\) be the usual interpolation operator. We define the discrete counterpart of (1.1) by

$$ \textstyle\begin{cases} \text{find}\quad u_{h} \in K_{gh}(u_{h}) \quad \text{satisfying} \\ a(u_{h},v_{h}-u_{h})\geq (f,v_{h}-u_{h}), \quad \forall v_{h} \in K_{gh}(u_{h}), \end{cases} $$


$$ K_{gh}(u_{h})=\{v_{h} \in V_{h} /v_{h}= \pi_{h}g \text{ on}\: \partial \Omega,\:0\leq v_{h}\leq r_{h}M u_{h} \: \text{in} \:\Omega \}.. $$

The existence, uniqueness and regularity of the continuous solution{(1.1) and the discrete solution (1.5)} have been studied and established in the past years (see [1]).

Naturally, the structure of problem (1.1) is analogous to that of the classical obstacle problem where the obstacle is replaced by an implicit one depending upon the solution sought. The terminology “quasivariational inequality” being chosen is a result of this remark. This QVI arises in impulse-control problems: an introduction to impulse control with numerous examples and applications can be found in [1].

To estimate an error of the solution, we apply the generalized parallel Schwarz algorithm. We consider a domain that is the union of m overlapping subdomains where each subdomain has its own generated triangulation, under a discrete maximum principle [7], we show that the discretization on each subdomain converges quasioptimally in the \(L^{\infty}\)-norm. This approach has already been proved for variational and quasivariational inequalities when the domain was split into two subdomains using the alternating Schwarz algorithm we refer the reader to [2, 3, 6, 810]

The paper consists of two parts. In the first we show the monotonicity and stability properties of the discrete solution, then we state the continuous and the discrete Schwarz sequence for quasivariational inequalities and define their respective finite-element counterparts in the context of overlapping nonmatching grids in the second part we prove a fundamental lemma for m auxiliary sequences and we establish a main result concerning the error estimate of solution in \(L^{\infty}\)-norm, taking into account the combination of geometrical convergence and the error estimate of Cortey-Dumont [5].

2 Schwarz algorithm for quasivariational inequalities

2.1 Assumptions and notations

Let \(u_{h}\) be the discrete solution of QVI

$$ \textstyle\begin{cases} a(u_{h},v-u_{h})\geq(f,v-u_{h}),\forall v \in V_{h}\\ u_{h}=\pi_{h}g \quad\text{on} \quad \partial \Omega,u_{h}\leq r_{h} M u_{h}, \: \text{in} \: \Omega\\ v_{h}=\pi_{h}g \quad\text{on} \quad \partial \Omega,v_{h}\leq r_{h} M u_{h}, \: \text{in} \: \Omega \end{cases} $$

and let \(\tilde{u}_{h}\) be the discrete solution of QVI

$$ \textstyle\begin{cases} a(\tilde{u}_{h},v-\tilde{u}_{h})\geq (f,v-\tilde{u}_{h}), \quad \forall v \in V_{h}, \\ \tilde{u}_{h}=\pi _{h}\tilde{g}\quad \text{on } \partial \Omega ,\qquad \tilde{u}_{h}\leq r_{h} M u_{h}, \quad \text{in } \Omega, \\ v=\pi _{h}\tilde{g}\quad \text{on } \partial \Omega ,\qquad v\leq r_{h} M u_{h},\quad \text{in } \Omega , \end{cases} $$

where is a regular function defined on Ω.

Let us write \(\sigma _{h}(g,M u_{h})\) the solution of the problem (2.1), where \(\sigma _{h}\) is a mapping \(L^{\infty}(\Omega )\) into itself. We establish the monotonicity and stability properties of the solution.

Lemma 2.1

Let g and be two given functions and \(u_{h}=\sigma _{h}(g,M u_{h})\), \(\tilde{u}_{h}=\sigma _{h}(\tilde{g},M u_{h})\) the corresponding discrete solutions of (2.1) (resp. (2.2)). If \(g\geq \tilde{g}\), then \(\sigma _{h}(g,M u_{h})\geq \sigma _{h}(\tilde{g},M u_{h})\).


let \(v_{h}=min(0,u_{h}-\tilde{u}_{h})\). In the region where \(v_{h}\) is negative \((v_{h}<0)\), we have

$$ 0\leq u_{h}< \tilde{u}_{h}\leq r_{h } M u_{h} $$

which means that the obstacle \(r_{h} M u_{h}\) is not active for \(u_{h}\).

So, for that \(v_{h}\), we have

$$ a(u_{h},v_{h})=(f,v_{h}) $$

we suppose \(w_{h}=\tilde{u}_{h} + v_{h}\), so \(w_{h}\leq r_{h } M u_{h}\), then

$$ a(\tilde{u}_{h},v_{h})\geq(f,v_{h}) $$

Subtracting (2.3) and (2.4) from each other, we obtain

$$ a(\tilde{u}_{h}-u_{h},v_{h})\geq 0 $$


$$ a(v_{h},v_{h})=a(u_{h}-\tilde{u}_{h},v_{h})=-a(\tilde{u}_{h}-u_{h},v_{h})\leq 0 $$


$$ a(v_{h},v_{h})\leq 0 $$

as \(a(.,.)\) is strongly coercive, then \(v_{h}=0\), so

$$ u_{h}\geq\tilde{u}_{h} $$

This completes the demonstration. □

Proposition 2.2

Under the notations and conditions of the preceding lemma, we have

$$ \lVert u_{h}- \tilde{u}_{h}\rVert _{L^{\infty}( \Omega )} \leq \lVert g- \tilde{g}\rVert _{L^{\infty}(\partial \Omega )}. $$



$$ \phi =\lVert g-\tilde{g}\rVert _{L^{\infty}(\partial \Omega )}. $$

We have

$$ g-\tilde{g}\leq \lVert g-\tilde{g}\rVert _{L^{\infty}(\partial \Omega )} $$


$$ g\leq \tilde{g}+\phi . $$

By Lemma 2.1, it follows that

$$ \sigma _{h}(g,M u_{h})=\sigma _{h}( \tilde{g}+\phi ,M u_{h}+\phi ), $$


$$ \sigma _{h}(\tilde{g}+\phi ,M u_{h}+\phi )=\sigma _{h}(\tilde{g},M u_{h})+ \phi , $$

from where

$$ \sigma _{h}(g,M u_{h})-\sigma _{h}( \tilde{g},M u_{h})\leq \phi . $$

Similarly, by interchanging the roles of g and , we also obtain

$$ \sigma _{h}(\tilde{g},M u_{h})-\sigma _{h}(g,M u_{h})\leq \phi . $$

This complete the proof. □

Theorem 2.3


Under the preceding notations and conditions, there exists a constant c independent of h such that

$$ \lVert u-u_{h}\rVert _{L^{\infty}(\Omega )}\leq ch^{2} \lvert \log h\rvert ^{2}. $$

2.2 The continuous Schwarz sequences

We consider the problem: find \(u\in K_{0}(u)\) such that

$$ a(u,v-u)\geq (f,v-u) \quad \forall v \in K_{0}(u), $$

where \(K_{0}(u)\) is defined in (1.2) with \(g=0\).

We split Ω into m overlapping subdomains such that

$$ \textstyle\begin{cases} \text{for all distinct } i,j,k \in \{1,\ldots,m\}, \text{ if } \Omega _{i} \cap \Omega _{j}\neq \emptyset \\ \text{and } \Omega _{i}\cap \Omega _{k}\neq \emptyset , \text{ then } \Omega _{j}\cap \Omega _{k}=\emptyset \end{cases} $$

and u satisfies the local regularity condition

$$ u/_{ \Omega _{i}} \in W^{2,p}(\Omega _{i});\quad 2\leq p< \infty . $$

We set \(\Gamma _{ij}=\partial \Omega _{i}\cap \Omega _{j}\), where \(\partial \Omega _{i}\) denotes the boundary of \(\Omega _{i}\).

The intersection of \(\Gamma _{ij}\) and \(\Gamma _{ji}\) \((i\neq j)\) is assumed to be empty.


$$ V_{ij}=\bigl\{ v\in H^{1}(\Omega _{i})/ v=0 \text{ on } \partial \Omega _{i} \cap \partial \Omega \bigr\} ,\quad i=\overline{1,m}, j=\overline{1,m}, (i \neq j). $$

For \(w \in C^{0}(\overline{\Gamma}_{ij})\), we define

$$ V_{ij}^{(w)}(\Omega _{i})=\bigl\{ v\in V_{ij}(\Omega _{i})/ v=w \text{ on } \Gamma _{ij}\bigr\} , \quad i=\overline{1,m}, j=\overline{1,m}, (i\neq j). $$

We associate with problem (2.7) the following system: Find \(u_{i} \in V_{ij}^{(u_{j})}\), a solution of

$$ \textstyle\begin{cases} a_{i}(u_{i},v-u_{i})\geq (f_{i},v-u_{i}),&\forall v \in V_{ij}^{(u_{j})}, \\ u_{i}=u_{j}, & \text{on } \Gamma _{ij}. \end{cases} $$

For \(u_{i}^{0}, u_{j}^{0} \in C^{0} (\overline{\Omega})\) the initial values, we define the Schwarz sequences \((u_{i}^{n+1})\) on \(\Omega _{i}\) such that \(u_{i}^{n+1} \in V_{ij}^{(u_{j}^{n})} \) solves

$$ \textstyle\begin{cases} a_{i}(u_{i}^{n+1},v-u_{i}^{n+1})\geq (f_{i},v-u_{i}^{n+1})\quad \forall v \text{ in } V_{ij}^{(u_{j}^{n})} \\ u_{i}^{n+1}\leq M u_{i}^{n} \quad \text{in } \Omega _{i}, \qquad v \leq M u_{i}^{n} \quad \text{in } \Omega _{i}, \end{cases} $$


$$ a_{i}(u,v) = \int_{\Omega_{i}} \Bigg(\sum_{1\leq l,k \leq N} a_{lk}(x)\frac{\partial u}{\partial x_{l}}\frac{\partial v}{\partial x_{k}} + \sum_{1\leq k \leq N} a_{k}(x) \frac{\partial u}{\partial x_{k}}v + a_{0}(x) u v \Bigg) dx,\quad i=1 ,\ldots, m. $$

\(u_{i}^{0}=u^{0}\) in \(\Omega _{i}\), \(u_{i}^{n+1}=0\) in Ω̅/\(\overline{\Omega _{i}}\).

2.3 Geometrical convergence

Theorem 2.4

The sequences \((u_{1} ^{n+1}, u_{2} ^{n+1},\ldots,u_{m} ^{n+1})\), \(n \geq 0 \) produced by the generalized Schwarz algorithm converge geometrically to the solution \((u_{1}, u_{2},\ldots,u_{m})\) of the problem (2.9). More precisely, there exist m constants \(k_{1}, k_{2} ,\ldots, k_{m} \in (0,1)\), \(\forall i=\overline{1,m-1}\), \(j=\overline{2,m}\) and \(i< j\) such that

$$\begin{aligned}& \begin{gathered} \bigl\lVert u_{i}-u_{i} ^{n+1}\bigr\rVert _{L^{\infty}(\Omega _{i})}\leq k_{i}^{n}k_{j}^{n} \bigl\lVert u-u^{0}\bigr\rVert _{L^{\infty}(\Gamma _{ij})},\\ \bigl\lVert u_{j}-u_{j} ^{n+1}\bigr\rVert _{L^{\infty}(\Omega _{j})}\leq k_{i}^{n}k_{j}^{n} \bigl\lVert u-u^{0}\bigr\rVert _{L^{\infty}(\Gamma _{ji})} \end{gathered} \end{aligned}$$

and we consider a continuous function \(w_{i}\) \(\in L^{\infty}(\Omega _{i})\) in \(\overline{\Omega _{i}}\) \((\overline{\Gamma _{i}}\cap \partial \Omega )\)

such that

$$\Delta w_{i}=0, \quad \textit{in} \: \Omega_{i},$$


$$\: w_{i}=\textstyle\begin{cases} 0, &\textit{on } \partial\Omega_{i}/\overline{\partial\Omega_{i}\cap \Omega},\\ 1,& \textit{on } {\partial\Omega_{i}\cap \Omega}, \end{cases}$$


$$ k_{i}=\sup\bigl\{ w_{j}(x)/ x\in \partial \Omega _{i} \cap \Omega ,i \neq j \bigr\} \in (0,1),\quad \forall i,j =\overline{1,m}. $$


From the maximum principle, we have

$$ \bigl\lVert u_{i}-u_{i} ^{n+1}\bigr\rVert _{L^{\infty}(\Omega _{i})}\leq \bigl\lVert u_{i}-u_{j}^{n+1} \bigr\rVert _{L^{\infty}(\Gamma _{ij})} $$


$$\begin{aligned} \bigl\lVert u_{i}-u_{i} ^{n+1}\bigr\rVert _{L^{\infty}(\Omega _{i})} &\leq \bigl\lVert u_{j}-u_{j}^{n} \bigr\rVert _{L^{\infty}(\Gamma _{ij})}\leq \bigl\lVert w_{i} u_{j}- w_{i}u_{j}^{n}\bigr\rVert _{L^{\infty}(\Gamma _{ij})} \\ &\leq \bigl\lVert w_{i}u_{j}-w_{i}u_{j}^{n} \bigr\rVert _{L^{\infty}(\Omega _{j})} \leq \bigl\lVert w_{i}u_{j}-w_{i}u_{j}^{n} \bigr\rVert _{L^{\infty}(\Gamma _{ji})} \\ &\leq \lVert w_{i}\rVert _{L^{\infty}(\Gamma _{ji})}\bigl\lVert u_{j}-u_{j}^{n} \bigr\rVert _{L^{\infty}(\Gamma _{ji})}\leq \lVert w_{i}\rVert _{L^{\infty}( \Gamma _{ji})}\bigl\lVert w_{j} u_{j}- w_{j}u_{j}^{n} \bigr\rVert _{L^{\infty}( \Gamma _{ji})} \\ &\leq \lVert w_{i}\rVert _{L^{\infty}(\Gamma _{ji})}\bigl\lVert w_{j} u_{i}- w_{j}u_{i}^{n-1} \bigr\rVert _{L^{\infty}(\Gamma _{ji})}\\ &\leq \lVert w_{i} \rVert _{L^{\infty}(\Gamma _{ji})}\bigl\lVert w_{j} u_{i}- w_{i}u_{i}^{n} \bigr\rVert _{L^{\infty}(\Omega _{i})} \\ &\leq \lVert w_{i}\rVert _{L^{\infty}(\Gamma _{ji})}\bigl\lVert w_{j} u_{i}- w_{j}u_{i}^{n-1} \bigr\rVert _{L^{\infty}(\Gamma _{ij})}\\ &\leq \lVert w_{i} \rVert _{L^{\infty}(\Gamma _{ji})} \lVert w_{j}\rVert _{L^{\infty}( \Gamma _{ij})}\bigl\lVert u_{i}- u_{i}^{n-1}\bigr\rVert _{L^{\infty}(\Gamma _{ij})}, \end{aligned}$$

Using (2.12), hence

$$ \bigl\lVert u_{i}-u_{i} ^{n+1}\bigr\rVert _{L^{\infty}(\Omega _{i})} \leq k_{i}k_{j} \bigl\lVert u_{i}- u_{i}^{n-1}\bigr\rVert _{L^{\infty}(\Gamma _{ij})}, $$

By induction, we obtain

$$\begin{aligned} \bigl\lVert u_{i}-u_{i} ^{n+1}\bigr\rVert _{L^{\infty}(\Omega _{i})}&\leq k_{i}^{n}k_{j}^{n} \bigl\lVert u_{i}- u_{i}^{0}\bigr\rVert _{L^{\infty}(\Gamma _{ij})} \\ &\leq k_{i}^{n} k_{j}^{n} \bigl\lVert u-u^{0}\bigr\rVert _{L^{\infty}(\Gamma _{ij})}, \end{aligned}$$

where \(u_{i}^{0}=u^{0}\) on \(\Gamma _{ij}\), \(u_{i}^{0}=0\) on \(\partial \Omega _{i} \cap \partial \Omega \).

Similary, we have

$$\begin{aligned} \bigl\lVert u_{j}-u_{j} ^{n}\bigr\rVert _{L^{\infty}(\Omega _{j})}&\leq \bigl\lVert u_{j}-u_{j}^{n} \bigr\rVert _{L^{\infty}(\Gamma _{ji})} \\ &\leq \bigl\lVert u_{i}-u_{i}^{n}\bigr\rVert _{L^{\infty}(\Gamma _{ji})}\leq \bigl\lVert w_{j} u_{i}- w_{j}u_{i}^{n}\bigr\rVert _{L^{\infty}(\Gamma _{ji})} \\ &\leq \bigl\lVert w_{j}u_{i}-w_{j}u_{i}^{n} \bigr\rVert _{L^{\infty}(\Omega _{i})} \leq \bigl\lVert w_{j}u_{i}-w_{j}u_{i}^{n} \bigr\rVert _{L^{\infty}(\Gamma _{ij})} \\ &\leq \lVert w_{j}\rVert _{L^{\infty}(\Gamma _{ij})}\bigl\lVert u_{i}-u_{i}^{n} \bigr\rVert _{L^{\infty}(\Gamma _{ij})}\leq \lVert w_{j}\rVert _{L^{\infty}( \Gamma _{ij})}\bigl\lVert w_{i} u_{j}- w_{i}u_{j}^{n-1} \bigr\rVert _{L^{\infty}( \Gamma _{ij})} \\ &\leq \lVert w_{j}\rVert _{L^{\infty}(\Gamma _{ij})}\bigl\lVert w_{i} u_{j}- w_{i}u_{j}^{n-1} \bigr\rVert _{L^{\infty}(\Omega _{j})}\\ &\leq \lVert w_{j} \rVert _{L^{\infty}(\Gamma _{ij})}\bigl\lVert w_{i} u_{j}- w_{i}u_{j}^{n-1} \bigr\rVert _{L^{\infty}(\Gamma _{ji})} \\ &\leq \lVert w_{i}\rVert _{L^{\infty}(\Gamma _{ji})} \lVert w_{j} \rVert _{L^{\infty}(\Gamma _{ij})}\bigl\lVert u_{j}- u_{j}^{n-1}\bigr\rVert _{L^{ \infty}(\Gamma _{ji})} \leq k_{i}k_{j}\bigl\lVert u_{i}- u_{j}^{n}\bigr\rVert _{L^{ \infty}(\Gamma _{ji})}, \end{aligned}$$


$$\begin{aligned} \bigl\lVert u_{j}-u_{j} ^{n+1}\bigr\rVert _{L^{\infty}(\Omega _{j})}&\leq k_{i}^{n}k_{j}^{n} \bigl\lVert u_{j}- u_{j}^{0}\bigr\rVert _{L^{\infty}(\Gamma _{ji})} \\ &\leq k_{i}^{n} k_{j}^{n} \bigl\lVert u-u^{0}\bigr\rVert _{L^{\infty}(\Gamma _{ji})}, \end{aligned}$$

where \(u_{j}^{0}=u^{0}\) on \(\Gamma _{ji}\), \(u_{j}^{0}=0\) on \(\partial \Omega _{j} \cap \partial \Omega \). □

2.4 The discretization

Let \(\tau ^{h_{ij}}\) be a standard regular and quasiuniform finite-element triangulation in \(\Omega _{i}\), \(h_{ij}\) being the meshsizes.

We assume that every two triangulations are mutually independent on \(\Omega _{i}\cap \Omega _{j}\), in the sense that a triangle belonging to one triangulation does not necessarily belong to the other, \(i=\overline{1,m}\), \(j=\overline{1,m}\), \((i \neq j)\)

Let \(V_{h_{ij}}=V_{h_{ij}}(\Omega _{i})\) be the space of continuous piecewise-linear functions on \(\tau ^{h_{ij}}\) that vanish on \(\partial \Omega \cap \partial \Omega _{i}\). For given \(\omega \in C(\overline{\Gamma}_{ij})\), we set

$$ V_{h_{ij}}^{(w)}=\bigl\{ v\in V_{h_{ij}}(\Omega _{i}) :v=0 \text{ on } \partial \Omega \cap \partial \Omega _{i}; v=\pi _{h_{ij}}(w) \text{ on } \Gamma _{ij}\bigr\} , $$

where \(\pi _{h_{ij}}\) denotes a suitable interpolation operator on \(\Gamma _{ij}\).

Now, we define the discrete Schwarz sequences and we suppose that the matrices of discretizations of problem (2.10) are M-matrices (see [4]).

Let \(u_{h_{i}}^{0} = r_{h_{ij}}u^{0}\), \(u_{ih_{ij}}^{n+1} \in V_{h_{ij}}^{(u_{jh_{ij}}^{n})} \) such that

$$ \textstyle\begin{cases} a_{i}(u_{ih_{ij}}^{n+1},v-u_{ih_{ij}}^{n+1})\geq (f_{i},v-u_{ih_{ij}}^{n+1}) \quad \forall v \in V_{h_{ij}}^{(u_{jh_{ji}}^{n})}, \\ u_{ih_{ij}}^{n+1} \leq r_{h_{ij}} M u_{ih_{ij}}^{n} \quad \text{in } \tau ^{h_{ij}},\qquad v\leq r_{h_{ij}} M u_{ih_{ij}}^{n}\quad \text{in } \tau ^{h_{ij}}, \end{cases} $$

where \(r_{h_{ij}}\) is a usual restriction operator in \(\Omega _{i}\) and \(u_{ih_{ij}}^{0}=u_{h_{ij}}^{0}\) in \(\Omega _{i}\), \(i= \overline{1,m}\), \(j=\overline{1,m}\), \((i \neq j)\).

3 Error analysis

The aim of this section is to show the main result of this paper. To that end, we start by introducing two discrete auxiliary sequences and prove a fundamental lemma.

3.1 Auxiliary Schwarz sequences

For \({\omega}_{h_{ij}}^{0}=u_{h_{ij}}^{0}\), we define the sequences \({\omega}_{ih_{ij}}^{n+1} \in V_{h_{ij}}^{(u_{j}^{n})} \) such that

$$ \textstyle\begin{cases} a_{i}({\omega}_{ih_{ij}}^{n+1},v-{\omega}_{ih_{ij}}^{n+1})\geq (f_{i},v-{ \omega}_{ih_{ij}}^{n+1}) \quad \forall v V_{h_{ij}}^{(u_{j}^{n})}, \\ {\omega _{ih_{ij}}^{n+1}} \leq r_{h_{ij}} M u_{ih_{ij}}^{n} \quad \text{in } \tau ^{h_{ij}},\qquad v\leq r_{h_{ij}} M u_{ih_{ij}}^{n} \quad \text{in } \tau ^{h_{ij}}. \end{cases} $$

Lemma 3.1

For \(i=\overline{1,m-1}\), \(j=\overline{2,m}\) and \(i < j \)

for \(n \in \mathbb{N}\) is an even number such that \(n=2q\)

$$\begin{aligned}& \begin{gathered} \bigl\lVert u_{i}^{2q+1} - u_{ih}^{2q+1} \bigr\rVert _{i} \leq \sum_{p=0}^{q} \bigl\lVert u_{i}^{2p+1}-\omega _{ih}^{2p+1} \bigr\rVert _{i}+\sum_{p=0}^{q} \bigl\lVert u_{j}^{2p}-\omega _{jh}^{2p} \bigr\rVert _{j}, \\ \bigl\lVert u_{j}^{2q+1} - u_{jh}^{2q+1} \bigr\rVert _{j} \leq \sum_{p=0}^{q} \bigl\lVert u_{j}^{2p+1}-\omega _{jh}^{2p+1} \bigr\rVert _{j}+\sum_{p=0}^{q} \bigl\lVert u_{i}^{2p}-\omega _{ih}^{2p} \bigr\rVert _{i} \end{gathered} \end{aligned}$$

for \(n \in \mathbb{N} \) is an odd number such that \(n=2q+1\)

$$\begin{aligned}& \begin{gathered} \bigl\lVert u_{i}^{2q+2} - u_{ih}^{2q+2} \bigr\rVert _{i} \leq \sum_{p=0}^{q+1} \bigl\lVert u_{i}^{2p}-\omega _{ih}^{2p} \bigr\rVert _{i}+\sum_{p=0}^{q} \bigl\lVert u_{j}^{2p+1}- \omega _{jh}^{2p+1} \bigr\rVert _{j},\\ \bigl\lVert u_{j}^{2q+2} - u_{jh}^{2q+2} \bigr\rVert _{j} \leq \sum_{p=0}^{q+1} \bigl\lVert u_{j}^{2p}-\omega _{jh}^{2p} \bigr\rVert _{j}+\sum_{p=0}^{q} \bigl\lVert u_{i}^{2p+1}- \omega _{ih}^{2p+1} \bigr\rVert _{i}. \end{gathered} \end{aligned}$$


Let us reason by recurrence. For \(n=0\), \((q=0)\): according to Proposition 2.2, we have

$$\begin{aligned} \bigl\lVert u_{i}^{1}-u_{ih}^{1} \bigr\rVert _{i}& \leq \bigl\lVert u_{i}^{1}- \omega _{ih}^{1} \bigr\rVert _{1} + \bigl\lVert \omega _{ih}^{1}-u_{ih}^{1} \bigr\rVert _{i} \\ &\leq \bigl\lVert u_{i}^{1}-\omega _{ih}^{1} \bigr\rVert _{i} + \bigl\lvert \pi _{h}u_{j}^{0}- \pi _{h}u_{jh}^{0}\bigr\rvert _{ij} \\ &\leq \bigl\lVert u_{i}^{1}-\omega _{ih}^{1} \bigr\rVert _{i}+\bigl\lvert u_{j}^{0}-u_{jh}^{0} \bigr\rvert _{ij} \\ &\leq \bigl\lVert u_{i}^{1}-\omega _{ih}^{1} \bigr\rVert _{i}+\bigl\lVert u_{j}^{0}-u_{jh}^{0} \bigr\rVert _{j}, \\ \bigl\lVert u_{j}^{1}-u_{jh}^{1} \bigr\rVert _{j}& \leq \bigl\lVert u_{j}^{1}- \omega _{jh}^{1} \bigr\rVert _{j} + \bigl\lVert \omega _{jh}^{1}-u_{jh}^{1} \bigr\rVert _{j} \\ &\leq \bigl\lVert u_{j}^{1}-\omega _{jh}^{1} \bigr\rVert _{j} + \bigl\lvert \pi _{h}u_{i}^{0}- \pi _{h}u_{ih}^{0}\bigr\rvert _{ji} \\ &\leq \bigl\lVert u_{j}^{1}-\omega _{jh}^{1} \bigr\rVert _{j}+\bigl\lvert u_{i}^{0}-u_{ih}^{0} \bigr\rvert _{ji} \\ &\leq \bigl\lVert u_{j}^{1}-\omega _{jh}^{1} \bigr\rVert _{j}+\bigl\lVert u_{i}^{0}-u_{ih}^{0} \bigr\rVert _{i}, \end{aligned}$$


$$\begin{aligned}& \bigl\lVert u_{i}^{1}-u_{ih}^{1} \bigr\rVert _{i} \leq \sum_{p=0}^{0} \bigl\lVert u_{i}^{2p+1}- \omega _{ih}^{2p+1} \bigr\rVert _{i} + \sum_{p=0}^{0} \bigl\lVert u_{j}^{2p}- \omega _{jh}^{2p} \bigr\rVert _{j}, \\& \bigl\lVert u_{j}^{1}-u_{jh}^{1} \bigr\rVert _{j} \leq \sum_{p=0}^{0} \bigl\lVert u_{j}^{2p+1}- \omega _{jh}^{2p+1} \bigr\rVert _{j} + \sum_{p=0}^{0} \bigl\lVert u_{i}^{2p}- \omega _{ih}^{2p} \bigr\rVert _{i} \end{aligned}$$

by recurrence. For \(n=1\), \((q=0)\): using proposition 2.2, we have

$$\begin{aligned} \bigl\lVert u_{i}^{2}-u_{ih}^{2} \bigr\rVert _{i}&\leq \bigl\lVert u_{i}^{2}- \omega _{ih}^{2} \bigr\rVert _{i} + \bigl\lVert \omega _{ih}^{2}-u_{ih}^{2} \bigr\rVert _{i} \\ &\leq \bigl\lVert u_{i}^{2}-\omega _{ih}^{2} \bigr\rVert _{i} + \bigl\lvert \pi _{h}u_{j}^{1}- \pi _{h}u_{jh}^{1}\bigr\rvert _{ij} \\ &\leq \bigl\lVert u_{i}^{2}-\omega _{ih}^{2} \bigr\rVert _{i}+\bigl\lvert u_{j}^{1}-u_{jh}^{1} \bigr\rvert _{ij} \\ &\leq \bigl\lVert u_{i}^{2}-\omega _{ih}^{2} \bigr\rVert _{i}+\bigl\lVert u_{j}^{1}-u_{jh}^{1} \bigr\rVert _{j} \\ &\leq \bigl\lVert u_{i}^{2}-\omega _{ih}^{2} \bigr\rVert _{i}+\bigl\lVert u_{j}^{1}- \omega _{jh}^{1}\bigr\rVert _{j}+\bigl\lVert u_{i}^{0}-u_{ih}^{0}\bigr\rVert _{i},\\ \bigl\lVert u_{j}^{2}-u_{jh}^{2} \bigr\rVert _{j} & \leq \bigl\lVert u_{j}^{2}- \omega _{jh}^{2}\bigr\rVert _{j} + \bigl\lVert \omega _{jh}^{2}-u_{jh}^{2} \bigr\rVert _{j} \\ &\leq \bigl\lVert u_{j}^{2}-\omega _{jh}^{2} \bigr\rVert _{j} + \bigl\lvert \pi _{h}u_{i}^{1}- \pi _{h}u_{ih}^{1}\bigr\rvert _{ji} \\ &\leq \bigl\lVert u_{j}^{2}-\omega _{jh}^{2} \bigr\rVert _{ij}+\bigl\lvert u_{i}^{1}-u_{ih}^{1} \bigr\rvert _{ji} \\ &\leq \bigl\lVert u_{j}^{2}-\omega _{jh}^{2} \bigr\rVert _{j}+\bigl\lVert u_{i}^{1}-u_{ih}^{1} \bigr\rVert _{i} \\ &\leq \bigl\lVert u_{j}^{2}-\omega _{jh}^{2} \bigr\rVert _{j}+\bigl\lVert u_{i}^{1}- \omega _{ih}^{1}\bigr\rVert _{i}+\bigl\lVert u_{j}^{0}-\omega _{jh}^{0}\bigr\rVert _{j}, \end{aligned}$$


$$\begin{aligned}& \bigl\lVert u_{i}^{1}-u_{ih}^{1} \bigr\rVert _{i} \leq \sum_{p=0}^{1} \bigl\lVert u_{i}^{2p}- \omega _{ih}^{2p} \bigr\rVert _{i} + \sum_{p=0}^{0} \bigl\lVert u_{j}^{2p+1}- \omega _{jh}^{2p+1} \bigr\rVert _{j},\\& \bigl\lVert u_{j}^{1}-u_{jh}^{1} \bigr\rVert _{j} \leq \sum_{p=0}^{1} \bigl\lVert u_{j}^{2p}- \omega _{jh}^{2p} \bigr\rVert _{j} + \sum_{p=0}^{0} \bigl\lVert u_{i}^{2p+1}- \omega _{ih}^{2p+1} \bigr\rVert _{i}. \end{aligned}$$

We assume that

$$\begin{aligned}& \bigl\lVert u_{i}^{2q+1} - u_{ih}^{2q+1} \bigr\rVert _{i} \leq \sum_{p=0}^{q} \bigl\lVert u_{i}^{2p+1}-\omega _{ih}^{2p+1} \bigr\rVert _{i}+\sum_{p=0}^{q} \bigl\lVert u_{j}^{2p}-\omega _{jh}^{2p} \bigr\rVert _{j}, \\& \bigl\lVert u_{j}^{2q+1} - u_{jh}^{2q+1} \bigr\rVert _{j} \leq \sum_{p=0}^{q} \bigl\lVert u_{j}^{2p+1}-\omega _{jh}^{2p+1} \bigr\rVert _{j}+\sum_{p=0}^{q} \bigl\lVert u_{i}^{2p}-\omega _{ih}^{2p} \bigr\rVert _{i}, \end{aligned}$$

then, using Proposition 2.2 again, we obtain

$$\begin{aligned} \bigl\lVert u_{i}^{2q+2}-u_{ih}^{2q+2} \bigr\rVert _{i} & \leq \bigl\lVert u_{i}^{2q+2}- \omega _{ih}^{2q+2}\bigr\rVert _{i} + \bigl\lVert \omega _{ih}^{2q+2}-u_{ih}^{2q+2} \bigr\rVert _{i} \\ &\leq \bigl\lVert u_{i}^{2q+2}-\omega _{ih}^{2q+2}\bigr\rVert _{i} +\bigl\lvert \pi _{h}u_{j}^{2q+1}- \pi _{h}u_{jh}^{2q+1} \bigr\rvert _{ij} \\ &\leq \bigl\lVert u_{i}^{2q+2}-\omega _{ih}^{2q+2}\bigr\rVert _{i}+\bigl\lvert u_{j}^{2q+1}-u_{jh}^{2q+1} \bigr\rvert _{ij} \\ &\leq \bigl\lVert u_{i}^{2q+2}-\omega _{ih}^{2q+2}\bigr\rVert _{i}+\bigl\lVert u_{j}^{q+1}-u_{jh}^{2q+1} \bigr\rVert _{j} \\ &\leq \bigl\lVert u_{i}^{2(q+1)}-u_{ih}^{2(q+1)} \bigr\rVert _{i} + \sum_{p=0}^{q} \bigl\lVert u_{j}^{2p+1}- \omega _{jh}^{2p+1} \bigr\rVert _{j} + \sum_{p=0}^{q} \bigl\lVert u_{i}^{2p}-\omega _{ih}^{2p} \bigr\rVert _{i}. \end{aligned}$$


$$\begin{aligned} \bigl\lVert u_{i}^{2q+1}-u_{ih}^{2q+1} \bigr\rVert _{i} &\leq \sum_{p=0}^{q+1} \bigl\lVert u_{i}^{2p}- \omega _{ih}^{2p} \bigr\rVert _{i} + \sum_{p=0}^{q} \bigl\lVert u_{j}^{2p+1}-\omega _{jh}^{2p+1} \bigr\rVert _{j},\\ \bigl\lVert u_{j}^{2q+2}-u_{jh}^{2q+2} \bigr\rVert _{j} & \leq \bigl\lVert u_{j}^{2q+2}- \omega _{jh}^{2q+2}\bigr\rVert _{j} + \bigl\lVert \omega _{jh}^{2q+2}-u_{jh}^{2q+2} \bigr\rVert _{j} \\ &\leq \bigl\lVert u_{j}^{2q+2}-\omega _{jh}^{2q+2}\bigr\rVert _{j} + \bigl\lvert \pi _{h}u_{i}^{2q+1}- \pi _{h}u_{ih}^{2q+1} \bigr\rvert _{ji} \\ &\leq \bigl\lVert u_{j}^{2q+2}-\omega _{jh}^{2q+2}\bigr\rVert _{j}+\bigl\lvert u_{i}^{2q+1}-u_{ih}^{2q+1} \bigr\rvert _{ji} \\ & \leq \bigl\lVert u_{j}^{2q+2}-\omega _{jh}^{2q+2}\bigr\rVert _{j}+\bigl\lVert u_{i}^{2q+1}-u_{ih}^{2q+1} \bigr\rVert _{i} \\ &\leq \bigl\lVert u_{j}^{2(q+1)}-u_{jh}^{2(q+1)} \bigr\rVert _{j} + \sum_{p=0}^{q} \bigl\lVert u_{i}^{2p+1}- \omega _{ih}^{2p+1} \bigr\rVert _{i} + \sum_{p=0}^{q} \bigl\lVert u_{j}^{2p}-\omega _{jh}^{2p} \bigr\rVert _{j}. \end{aligned}$$


$$ \bigl\lVert u_{j}^{2q+2}-u_{jh}^{2q+2} \bigr\rVert _{j}\leq \sum_{p=0}^{q+1} \bigl\lVert u_{j}^{2p}- \omega _{jh}^{2p} \bigr\rVert _{j} + \sum_{p=0}^{q} \bigl\lVert u_{i}^{2p+1}-\omega _{ih}^{2p+1} \bigr\rVert _{i}.$$

Now, we suppose that

$$\begin{aligned}& \bigl\lVert u_{i}^{2q} - u_{ih}^{2q} \bigr\rVert _{i} \leq \sum_{p=0}^{q} \bigl\lVert u_{i}^{2p}-\omega _{ih}^{2p} \bigr\rVert _{i}+\sum_{p=0}^{q-1} \bigl\lVert u_{j}^{2p+1}-\omega _{jh}^{2p+1} \bigr\rVert _{j}, \\& \bigl\lVert u_{j}^{2q} - u_{jh}^{2q} \bigr\rVert _{j} \leq \sum_{p=0}^{q} \bigl\lVert u_{j}^{2p}-\omega _{jh}^{2p} \bigr\rVert _{j}+\sum_{p=0}^{q-1} \bigl\lVert u_{i}^{2p+1}-\omega _{ih}^{2p+1} \bigr\rVert _{i} \end{aligned}$$

and using Proposition 2.2, we obtain

$$\begin{aligned} \bigl\lVert u_{i}^{2q+1}-u_{ih}^{2q+1} \bigr\rVert _{i} & \leq \bigl\lVert u_{i}^{2q+1}- \omega _{ih}^{2q+1}\bigr\rVert _{i} + \bigl\lVert \omega _{ih}^{2q+1}-u_{ih}^{2q+1} \bigr\rVert _{i} \\ &\leq \bigl\lVert u_{i}^{2q+1}-\omega _{ih}^{2q+1}\bigr\rVert _{i} +\bigl\lvert \pi _{h}u_{j}^{2q}- \pi _{h}u_{jh}^{2q} \bigr\rvert _{ij} \\ &\leq \bigl\lVert u_{i}^{2q+1}-\omega _{ih}^{2q+1}\bigr\rVert _{i}+\bigl\lvert u_{j}^{2q}-u_{jh}^{2q} \bigr\rvert _{ij} \\ &\leq \bigl\lVert u_{i}^{2q+1}-\omega _{ih}^{2q+1}\bigr\rVert _{i}+\bigl\lVert u_{j}^{q}-u_{jh}^{2q} \bigr\rVert _{j} \\ &\leq \bigl\lVert u_{i}^{2q+1}-u_{ih}^{2q+1} \bigr\rVert _{i} + \sum_{p=0}^{q} \bigl\lVert u_{j}^{2p}- \omega _{jh}^{2p} \bigr\rVert _{j} + \sum_{p=0}^{q-1} \bigl\lVert u_{i}^{2p+1}-\omega _{ih}^{2p+1} \bigr\rVert _{i}. \end{aligned}$$


$$\begin{aligned} \bigl\lVert u_{i}^{2q+1}-u_{ih}^{2q+1} \bigr\rVert _{i} &\leq \sum_{p=0}^{q} \bigl\lVert u_{i}^{2p+1}- \omega _{ih}^{2p+1} \bigr\rVert _{i} + \sum_{p=0}^{q} \bigl\lVert u_{j}^{2p}-\omega _{jh}^{2p} \bigr\rVert _{j},\\ \bigl\lVert u_{j}^{2q+1}-u_{jh}^{2q+1} \bigr\rVert _{j} & \leq \bigl\lVert u_{j}^{2q+1}- \omega _{jh}^{2q+1}\bigr\rVert _{j} + \bigl\lVert \omega _{jh}^{2q+1}-u_{jh}^{2q+1} \bigr\rVert _{j} \\ &\leq \bigl\lVert u_{j}^{2q+1}-\omega _{jh}^{2q+1}\bigr\rVert _{j} + \bigl\lvert \pi _{h}u_{i}^{2q}- \pi _{h}u_{ih}^{2q} \bigr\rvert _{ji} \\ &\leq \bigl\lVert u_{j}^{2q+1}-\omega _{jh}^{2q+1}\bigr\rVert _{j}+\bigl\lvert u_{i}^{2q}-u_{ih}^{2q} \bigr\rvert _{ji} \\ & \leq \bigl\lVert u_{j}^{2q+1}-\omega _{jh}^{2q+1}\bigr\rVert _{j}+\bigl\lVert u_{i}^{2q}-u_{ih}^{2q} \bigr\rVert _{i} \\ &\leq \bigl\lVert u_{j}^{2q+1}-u_{jh}^{2q+1} \bigr\rVert _{j} + \sum_{p=0}^{q} \bigl\lVert u_{i}^{2p}- \omega _{ih}^{2p} \bigr\rVert _{i} + \sum_{p=0}^{q-1} \bigl\lVert u_{j}^{2p+1}-\omega _{jh}^{2p+1} \bigr\rVert _{j}. \end{aligned}$$


$$ \bigl\lVert u_{j}^{2q+1}-u_{jh}^{2q+1} \bigr\rVert _{j}\leq \sum_{p=0}^{q} \bigl\lVert u_{j}^{2p+1}- \omega _{jh}^{2p+1} \bigr\rVert _{j} + \sum_{p=0}^{q} \bigl\lVert u_{i}^{2p}-\omega _{ih}^{2p} \bigr\rVert _{i}.$$


3.2 \(L^{\infty}\) error estimate

Theorem 3.2

Let \(h=\max(h_{i},h_{j})\), \(i=\overline{1,m-1};j=\overline{2,m}\) and \(i < j \). Then, there exists a constant c independent of both h and n such that

$$ \bigl\lVert u_{M}-u_{Mh} ^{n+1}\bigr\rVert _{L^{\infty}( \Omega _{M})}\leq ch^{2}\lvert \log h\rvert ^{3};\quad M= \overline{i,j}. $$


For \(M=i\), let \(k=\max(k_{i},k_{j})\) using Theorem 2.4, Lemma 3.1, and Theorem 2.3 we obtain:

For \(n \in \mathbb{N}\) is an even number such that \(n=2q\)

$$\begin{aligned} \bigl\lVert u_{i}-u_{ih} ^{n+1}\bigr\rVert _{i}&\leq \bigl\lVert u_{i}-u_{i} ^{n+1} \bigr\rVert _{i}+\bigl\lVert u_{i}^{n+1}-u_{ih} ^{n+1}\bigr\rVert _{i} \\ &\leq k^{2n}\bigl\lvert u-u^{0}\bigr\rvert _{ij} +\sum_{p=0}^{q}\bigl\lVert u_{j}^{2p+1}- \omega _{jh}^{2p+1} \bigr\rVert _{j}+\sum_{p=0}^{q} \bigl\lVert u_{i}^{2p}- \omega _{ih}^{2p} \bigr\rVert _{i} \\ &\leq k^{2n}\bigl\lvert u-u^{0}\bigr\rvert _{ij}+ (n+2)ch^{2}\lvert \log h \rvert ^{2}. \end{aligned}$$

For \(n \in \mathbb{N}\) is an odd number such that \(n=2q+1\)

$$\begin{aligned} \bigl\lVert u_{i}-u_{ih} ^{n+1}\bigr\rVert _{i}&\leq \bigl\lVert u_{i}-u_{i} ^{n+1} \bigr\rVert _{i}+\bigl\lVert u_{i}^{n+1}-u_{ih} ^{n+1}\bigr\rVert _{i} \\ &\leq k^{2n}\bigl\lvert u-u^{0}\bigr\rvert _{ij} +\sum_{p=0}^{q+1}\bigl\lVert u_{i}^{2p}- \omega _{ih}^{2p} \bigr\rVert _{i}+\sum_{p=0}^{q} \bigl\lVert u_{j}^{2p+1}- \omega _{jh}^{2p+1} \bigr\rVert _{j} \\ &\leq k^{2n}\bigl\lvert u-u^{0}\bigr\rvert _{ij}+ (n+3)ch^{2}\lvert \log h \rvert ^{2} \end{aligned}$$

We suppose that

$$ k^{2n}\leq h^{2}$$

and we obtain

$$ \bigl\lVert u_{i}-u_{ih} ^{n+1}\bigr\rVert _{i}\leq ch^{2}\lvert \log h\rvert ^{3}.$$

For \(M=j\) this is similar. □

4 Conclusion

In this work, we have established a error estimate in an \(L^{\infty}\)-norm of an overlapping Schwarz algorithm on nonmatching grids for a class of elliptic quasivariational inequalities related to the impulse-control problem. It is important to note that the error estimate obtained in this paper contains an extra power in \(\lvert \log h\rvert \) than expected. We will see that this approach may also be extended to other important problems of QVIs.

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Bouzoualegh, I., Saadi, S. \(L^{\infty}\)-error estimate of a generalized parallel Schwarz algorithm for elliptic quasi-variational inequalities related to impulse control problem. J Inequal Appl 2023, 8 (2023).

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