\documentclass[reqno]{amsart}
\usepackage{hyperref}

\AtBeginDocument{{\noindent\small
\emph{Electronic Journal of Differential Equations},
Vol. 2015 (2015), No. 58, pp. 1--15.\newline
ISSN: 1072-6691. URL: http://ejde.math.txstate.edu or http://ejde.math.unt.edu
\newline ftp ejde.math.txstate.edu}
\thanks{\copyright 2015 Texas State University - San Marcos.}
\vspace{9mm}}

\begin{document}
\title[\hfilneg EJDE-2015/58\hfil Existence and stability of almost periodic solutions]
{Existence and stability of almost periodic solutions to differential
equations with piecewise constant arguments}

\author[S. Castillo, M. Pinto \hfil EJDE-2015/58\hfilneg]
{Samuel Castillo, Manuel Pinto}

\address{Samuel Castillo\newline
Departamento de Matem\'atica,
Facultad de Ciencias, Universidad del B\'io-B\'io, Casilla
5-C, Concepci\'ion, Chile}
\email{scastill@ubiobio.cl}

\address{Manuel Pinto \newline
Departamento de Matem\'atica, Facultad de Ciencias, Universidad de
Chile, Casilla 653, Santiago, Chile}
\email{pintoj@uchile.cl}

\thanks{Submitted August 25, 2014. Published March 10, 2015.}
\subjclass[2000]{34A38, 34C27, 34D09, 34D20}
\keywords{Piecewise constant argument;almost periodic solutions; 
\hfill\break\indent exponential dichotomy; stability of solutions}

\begin{abstract}
 This work concerns the existence of almost periodic solutions
 for certain  differential equations with piecewise constant arguments.
 The coefficients of these equations are almost periodic and the equation
 can be  seen as perturbations of a linear equation satisfying
 an exponential dichotomy on a difference equation. The stability of
 that solution on a semi-axis is also studied.
\end{abstract}

\maketitle
\numberwithin{equation}{section}
\newtheorem{theorem}{Theorem}[section]
\newtheorem{lemma}[theorem]{Lemma}
\allowdisplaybreaks

\section{Introduction}

Let $\mathbb{N}$, $\mathbb{Z}$, $\mathbb{R}$, $\mathbb{C}$ be the
sets of natural, integer, real and complex numbers, respectively.
Denote by $|\cdot|$ the Euclidean norm for every finite dimensional
space on $\mathbb{R}$.
Fix a real valued sequence $(t_n)_{n=-\infty}^{+\infty}$,  such that
$t_n<t_{n+1}$ and $t_n \to \pm\infty$ as $n \to \pm\infty$. 
For $p \in \mathbb{Z}$, let $\gamma^{p}: \mathbb{R} \to \mathbb{R}$ be
functions such that $\gamma^{p}/J_n=t_{n-p}$ for all $n \in
\mathbb{Z}$, where $J_n=[t_n,t_{n+1}[$, for all $n \in \mathbb{Z}$.

We are interested in the existence of almost periodic solution of
the following linear differential equations with piecewise
constant arguments (DEPCA) 
\begin{equation}
\label{depca1} y'(t)=A(t)y(t)+B(t)y(\gamma^{0}(t))+f(t),\quad
 t\in \mathbb{R}
\end{equation}
and
\begin{equation}
\label{depca2}
y'(t)=A(t)y(t)+B(t)y(\gamma^{0}(t))+F(t,y_{\gamma}(t)),\quad
 t\in \mathbb{R},
\end{equation}
where
\begin{equation}\label{ygama}
y_{\gamma}(t)=(y(\gamma^{p_1}(t)),y(\gamma^{p_2}(t)),\dots ,
y(\gamma^{p_{\ell}}(t))),
\end{equation}
where $p_1,p_2,\dots,p_\ell \in \mathbb{N}\cup \{0\}$.
Equations \eqref{depca1} and \eqref{depca2} are seen as perturbation 
of the linear equation
\begin{equation}
\label{homo2} z'(t)=A(t)z(t)+B(t)z(\gamma^0(t)),
\end{equation}
where the matrices $A,B: \mathbb{R} \to \mathcal{M}_{q}(\mathbb{C})$ and 
$f:\mathbb{R} \to \mathbb{C}^q$ are locally integrable functions, 
and $F:\mathbb{R} \times W \subseteq \mathbb{R} 
\times(\mathbb{C}^q)^{\ell}\to \mathbb{C}^q$ is a continuous function.

For our study, the following additional assumptions are made.
\begin{itemize}
\item[(H1)] $A$ and $B$  are almost periodic functions.

\item[(H2)] $\big(t_n^{(k)})_{n=-\infty}^{+\infty}$, where 
$t_n^{(k)}=t_{n+k}-t_n$ for all $k \in \mathbb{Z}$, is
equipotentially almost periodic for all $k \in \mathbb{Z}$.

\item[(H3)] (H2) holds and for all $\varepsilon>0$,
\[
T(f,\varepsilon)=\big\{\tau \in \mathbb{R}:|f(t+\tau)-f(t)| \leq
\varepsilon,\;\forall
t\in\mathbb{R}-\big(\cup_{n\in\mathbb{Z}}]t_n-\varepsilon,t_n
+\varepsilon[\big)\big\}
\]
is relatively dense and  there is $\delta_{\varepsilon}>0$ such that
$|f(t'+\tau')-f(t')| \leq \varepsilon$ if  
$\tau' \in \mathbb{R}:|\tau'|\leq \delta_{\varepsilon}$ and 
$t',t'+\tau'$ is in some of the intervals $[t_n,t_{n+1}]$.

\item[(H4)] $F$ is uniformly almost periodic on $W$ and there is $L>0$  such that
\begin{equation}
\label{lp} |F(t,x_1,\dots ,x_{\ell})-F(t,y_1,\dots ,y_{\ell})| \leq
L\sum_{j=1}^{\ell} |x_j-y_j|,
\end{equation}
for all $t \in \mathbb{R}$ and
$(x_1,\dots ,x_{\ell}),(y_1,\dots ,y_{\ell}) \in W$.
\end{itemize}
A kind of exponential dichotomy is imposed on a part of the linear
equation \ref{homo2}, which will be made explicit in the following
section.

This work is motivated by the results in Fink 
\cite[Theorems 7.7, 8.1 and 11.31]{F5}. Some extensions for piecewise
constant argument can be found in \cite{A02,YH16,Y}. Existence of
almost periodic solutions for the impulsive case can be found in
\cite{PR,SP}. Our focus is to see the almost periodic solutions for
 \eqref{depca1} and \eqref{depca2} in terms of the solutions
of the difference equation from the Cauchy operator of the linear
part \eqref{homo2}, on the points $t_n$ for all $n \in \mathbb{N}$,
in the style of \cite{YH16}. 
Other recent results are found in \cite{A05,KSCP2013-01,PR2013}.

This work is different from Akhmet works \cite{A02,A05} since our emphasis 
is on the behavior of solutions on the points $t_n$. This work is different from the
works by Hong-Yuan \cite{YH16} and Yuan \cite{Y} since a more
general $y_{\gamma}$ is considered.

Let $X$ be a fundamental matrix of the linear homogeneous system
\begin{equation}
\label{homo} x'=A(t)x
\end{equation}
and $X(t,s)=X(t)X(s)^{-1}$. Now we follows \cite{A03} to say what 
is the Cauchy matrix for \eqref{homo2}.

For $n \in \mathbb{Z}$ and $t\in J_n$
such that $t \geq s$, let  $Z_n(t)=X(t,t_n)\mathcal{J}_n(t)$, where
$ \mathcal{J}_n(t)=I+\int_{t_n}^t X(t_n,u)B(u)du$ and assume that
\begin{equation} \label{invj} 
\text{$\mathcal{J}_n(t)$ is invertible, for all $n \in \mathbb{Z}$ and 
$t \in [t_n,t_{n+1}]$}.
\end{equation}
Let
\begin{equation}\label{oc} 
H(n)=Z_n(t_{n+1}),
\end{equation}
for all $n \in \mathbb{Z}$. For $\tau \in \mathbb{R}$, let $k(\tau)
\in \mathbb{Z}$ such that $\tau \in J_{k(\tau)}$. Consider $t>s$
such that $k(t)>k(s)$. Then, we define
\begin{equation}\label{productoria}
 Z(t,s)=Z_{k(t)}(t)[ H(k(t)-1)H(k(t)-2)\cdots
H(k(s)+1)]H(k(s))^{-1}Z_{k(s)}(s)^{-1}.
\end{equation}
If $t \leq s$, by condition \eqref{invj}, $Z(t,s)=Z(s,t)^{-1}$ is
well defined. So, $Z(t,s)$ is the Cauchy matrix for \eqref{homo2}.
(see \cite{A,A02,Pi2010JDEA,ShWi83,Wi83,Wi93}).

Consider the difference equation
\begin{equation}\label{disdich} 
\phi({n+1})=H(n)\phi(n).
\end{equation}
Notice that if $z:\mathbb{R} \to \mathbb{C}$, then $\phi(n)=z(t_n)$
is a solution of \eqref{disdich} if $z$ is a solution of
\eqref{homo2}.

It will be prove that $H=(H(n))_{n=-\infty}^{+\infty}$ in
\eqref{oc} is almost periodic and that the sequence
$h=(h(n))_{n=-\infty}^{+\infty}$, defined by
\begin{equation}\label{oh} 
h(n)=\int_{t_n}^{t_{n+1}} X(t_{n+1},u)f(u)du,
\end{equation}
for all $n \in \mathbb{Z}$, is almost periodic. Based on the
exponential dichotomy of \eqref{disdich} and the almost periodicity
of $H$ and $h$, it will be proved that the bounded solution $c$ of
the discrete system
\begin{equation}\label{disc} 
c(n+1)=H(n)c(n)+h(n),
\end{equation}
is almost periodic and the correspondence $h \mapsto c$ is Lipschitz continuous. 
Then it will be proved that the inhomogeneous
linear DEPCAG \eqref{depca1} has an analogous almost periodic solution. 
The dependence of the almost periodic solution can be seen in terms
of the almost periodic solution of the discrete part for
\eqref{depca1} and \eqref{depca2}, the linear continuous dependence
of the almost periodic solution $y$ of \eqref{depca1} in terms of
$f$ and the same kind of dependence of $c$ of the almost periodic
solution of \eqref{disc} in terms of $h$.

By assuming that $L$ in \eqref{lp} is small enough, an almost periodic
solution for  \eqref{depca2} is obtained in terms of the
solution of a difference equation. Finally, it will be proved that
the almost periodic solution of  \eqref{depca2} is
exponentially stable as $t \to +\infty$ with respect the solutions
of \eqref{depca2} for $t \geq 0$.
The exponential stability is proved by using a
Gronwall inequality on the mentioned difference equation.

This work is organized as follows: Section 2 provides the
main definitions, assumptions and facts that will be used. In the
Section 3, the existence of almost periodic solutions for 
\eqref{depca1} is studied. In Section 4, that study is extended for
 \eqref{depca2} and deals with asymptotic stability
for  \eqref{depca2} as $t \to +\infty$. An
example is given in the last section.

\section{Preliminaries}

\begin{itemize}
\item[(H6)] Assume that \eqref{disdich} has an \emph{exponential
dichotomy.}
\end{itemize}
This assumption is equivalent to assume that there is a
projection $\Pi:\mathbb{C}^q \to \mathbb{C}^q$ and positive
constants $\rho, K$ with $\rho<1$ such that
\begin{equation}\label{edic} 
|\mathcal{G}(n,k)| \leq K\rho^{\pm(n-k)},
\end{equation}
for all $n,k \in \mathbb{Z}:\pm(n-k) \leq 0$, where
\begin{equation}\label{green} 
\mathcal{G}(n,k)=\begin{cases}
\Phi(n)\Pi\Phi(k+1)^{-1}, &\text{if } n>k\\
-\Phi(n)(I-\Pi)\Phi(k+1)^{-1}, &\text{if } n \leq k
\end{cases}
\end{equation}
and $\Phi$ is a fundamental matrix for the system \eqref{disdich}.
In particular it will be said that system \eqref{disdich} is  \emph{
exponentially stable} as $n \to +\infty$ if it has an exponential
dichotomy with $\Pi=I$.

This definition of dichotomy definition has been adapted from that given by
Papashinopulos \cite{Papas94} for \eqref{homo2} when
$\gamma=[\cdot]$. It is an exponential dichotomy for \eqref{disdich}
which is not obvious to be extended for \eqref{homo2} in terms of
$Z(t,s)$ except for cases where the projection for exponential
dichotomy commutes with $A(t)$ and $B(t)$. Authors did not find
any reference containing a definition of exponential dichotomy for
\eqref{homo2}.

We start with a classical notion.
A function $x$ is a solution of 
\begin{equation}
\label{0}
x'(t)=\tilde{f}(t,x_{\gamma}(t)),
\end{equation}
where $x_{\gamma}$ is defined in \eqref{ygama}, if
\begin{itemize}
\item[(a)] $x$ is continuous on $\mathbb{R}$;

\item[(b)] the derivative $x'$ of $x$ exists except possibly at the
 points $t=t_n$ with $n \in \mathbb{Z}$, where every one-sided derivative exist;
 
\item[(c)] $x$ is a solution of  \eqref{0} except possibly at the points 
$t=t_n$ with $n \in \mathbb{Z}$.
\end{itemize}

 If $\mathbb{E}$ is a finite dimensional space on $\mathbb{R}$, 
$D \subseteq \mathbb{R}$ and $g:D \to \mathbb{E}$, then 
$ |g|_{\infty}=\sup_{t\in D} |g(t)|$.  A set 
$E \subseteq \mathbb{R}$ is called \emph{relatively dense} if there exists
a positive real number $l$ such that $E \cap [m,m+l] \neq \phi$ for 
all $m \in \mathbb{R}$. For
$\mathbb{A}\subseteq \mathbb{R}$ an additive group and
$\left(\mathbb{E},|\cdot|\right)$ a finite dimensional linear space
$g:\mathbb{A} \to \mathbb{E}$ is called \emph{almost periodic} if it
is continuous the set of translations $T(g,\varepsilon)$, defined by
the set of all $\tau \in \mathbb{A}$ such that $|g(t+\tau)-g(t)|
\leq \varepsilon$ for all $t\in \mathbb{A}$, is relatively dense for
all $\varepsilon>0$ (see \cite[Definition 1.10]{F5}). There will be
considered the cases $\mathbb{A}=\mathbb{R}$ (almost periodic
functions) and $\mathbb{A}=\mathbb{Z}$ (almost periodic sequences).
We can notice by following \cite[page 201]{SP} that (H3),  is a
definition of almost periodicity for \emph{piecewise} continuous
functions. An alternative definition of almost periodicity \emph{for
continuous functions} was given by Salomon Bochner \cite{Bochner}
(see Fink \cite[page 14]{F5} for more detailed reference): A
function $f$ is almost periodic if every sequence $\left(f(t_n +
t)\right)_{n=1}^{+\infty}$ of translations of $f$ has a subsequence
that converges uniformly for $t \in \mathbb{R}$. A function
$F:\mathbb{R} \times W \subseteq \mathbb{R} \times \mathbb{E}\to
\mathbb{E}^q$ is uniformly almost periodic on W, if the set
$T(F,\varepsilon,W)$ which denotes the set of all $\tau \in
\mathbb{R}$ such that $|F(t+\tau,w)-F(t,w)| \leq \varepsilon$ for
all $(t,w) \in\mathbb{R} \times W$, is relatively dense for every
$\varepsilon>0$.

Next, some notation is given.
 Let $\mathcal{A}\mathcal{P}(\mathbb{A},\mathbb{E})$ be the set of the almost 
periodic functions from $\mathbb{A}$ to $\mathbb{E}$.
 The set  $(\mathcal{A}\mathcal{P}(\mathbb{A},\mathbb{C}^q),|\cdot|_{\infty})$ 
is a Banach space.

We say that $\big(t_n^{(k)}\big)_{n=-\infty}^{+\infty}$ is
\emph{equipotentially almost periodic}, for all $k \in \mathbb{Z}$ if the set
\[
 \cap_{k \in \mathbb{N}} \big\{T \in \mathbb{Z}:|t_{T+n}^{(k)}-t_n^{(k)}| 
\leq \varepsilon,\;\text{for all}\; n \in \mathbb{Z}\big\}
\]
is relatively dense for all $\varepsilon>0$.

Since $A$, $B$  are almost periodic, $A$, $B$  are bounded. 
Since $\big(t_n^{(k)}\big)_{n=-\infty}^{+\infty}$
is equipotentially almost periodic for all $k \in  \mathbb{Z}$, every sequence
$\big(t_n^{(k)}\big)_{n=-\infty}^{+\infty}$ is almost periodic
for all $k \in \mathbb{Z}$. So, the sequences
$\big(t_n^{(k)}\big)_{n=-\infty}^{+\infty}$ are bounded for all
$k \in \mathbb{Z}$ (see \cite[Theorem 67]{SP}) and there exists the
positive real number
\begin{equation}
\label{theta} \theta=\sup_{n \in \mathbb{Z}} (t_{n+1}-t_n).
\end{equation}

Since
\[
|Z(t,s)| \leq
e^{|A|_{\infty}(t_{n+1}-t_n)}\left(1+e^{|A|_{\infty}(t_{n+1}-t_n)}
|B|_{\infty}(t_{n+1}-t_n)\right),
\]
for all $t,s \in J_n$, it follows that $Z(t,s)$ is bounded.
 By following \cite{A03,Pi2010JDEA}, we have that $y:\mathbb{R}
\to \mathbb{C}^q$ given by
\begin{equation}\label{pre-22}
\begin{aligned}
y(t)&=Z_{k(t)}(t)\times \Big(\sum_{k=-\infty}^{+\infty}\mathcal{G}(k(t),k)
\int_{t_k}^{t_{k+1}} X(t_{k+1},u)f(u)du\Big)\\
&\quad +\int_{\gamma^0(t)}^t X(t,u)f(u)du,
\end{aligned}
\end{equation}
where $t \in \mathbb{R}$, will be the unique bounded solution of
\eqref{depca1} which satisfies (H3) (see Theorem 2 below). Moreover,
by taking limits $t \to \gamma^0(t)^+$ and $t \to \gamma^0(t)^-$, we
obtain that $y$ is continuous  on every $t_n$ and therefore $y$ is
almost periodic.

For $\varepsilon>0$, let $\Gamma_{\varepsilon}$ be the set of 
$r \in \mathbb{R}$ such that there is $k \in \mathbb{Z}$ with
\begin{equation}\label{disc-t} 
\sup_{n \in \mathbb{Z}}|t_n^{(k)}-r| \leq \varepsilon.
\end{equation}
Denote by $P_{r}(\varepsilon)$ the set of all $k \in \mathbb{Z}$
satisfying \eqref{disc-t}. Let
\[
P_{\varepsilon}=\cup_{r \in \Gamma_{\varepsilon}}P_{r}(\varepsilon).
\]
We need the following lemmas.

\begin{lemma}[{\cite[Lemma 23]{SP}}] \label{leap1}
 Assume that {\rm (H2)} holds. Let $\varepsilon>0$,
$\Gamma \subseteq \Gamma_{\varepsilon}$, $\Gamma \neq \phi$ and 
$ P \subseteq \cup_{r \in \Gamma} P_{r}(\varepsilon)$ be such that 
$P \cap P_{r}(\varepsilon) \neq \phi$ for all $r \in \Gamma$. Then the
set $\Gamma$ is relatively dense if and only if $P$ is relatively dense.
\end{lemma}

\begin{lemma}[{\cite[Lemma 25]{SP}}] \label{leap2}
The following statements are equivalent.
\begin{itemize}
\item[(a)] (H2) holds;
\item[(b)] The set $P_{\varepsilon}$ is relatively dense for any $\varepsilon>0$;
\item[(c)] The set $\Gamma_{\varepsilon}$ is relatively dense for any
$\varepsilon>0$.
\end{itemize}
\end{lemma}


\begin{lemma}[{\cite[Lemma 29]{SP}}] \label{rdg}
Assume that $f$ satisfies {\rm (H3)}. Then
$\Gamma_{\varepsilon} \cap T(f,\varepsilon)$ is relatively dense.
\end{lemma}

By mean standard arguments, we  can  prove the following result.

\begin{lemma} \label{master}
\begin{itemize}
\item[(a)] If $f_1, f_2$ are functions satisfying (H3), then given 
$\varepsilon>0$,
 $\Gamma_{\varepsilon} \cap T(f_1,\varepsilon)\cap
T(f_2,\varepsilon)$ is relatively dense.

\item[(b)] If $(g_1(n))_{n=-\infty}^{+\infty}$ and
$(g_2(n))_{n=-\infty}^{+\infty}$ are almost periodic solutions, then
given $\varepsilon>0$, $P_{\varepsilon} \cap T(g_1,\varepsilon)\cap
T(g_2,\varepsilon)$ is relatively dense.
\end{itemize}
\end{lemma}

For the following results, we recall that $q$ is the dimension of
equation \eqref{homo2}. Notice that they depends only on the
assumptions (H1) and (H3).

\begin{lemma}\label{conti}
 Let $\theta$ be as in \eqref{theta},
$K_0=\exp(|A|_{\infty}\theta)$, 
$K_1= \sup_{n \in \mathbb{Z}}\exp\big(|A|_{\infty}|t_{n+1}^{(p)}-\tau|\big)$
and $ K_2=K_0K_1$. Then
\begin{itemize}
\item[(a)] $|X(t,s)| \leq \sqrt{q}K_0$, for all $t,s \in \mathbb{R}$ such that 
$|s-t|\leq \theta$;
\item[(b)] If $\tau>0$, $p \in \mathbb{N}$ and $u \in [t_n,t_{n+1}]$  then
\begin{align*}
&|X(t_{n+p+1},u+\tau)-X(t_{n+1},u)| \\
&\leq \sqrt{q}\cdot[K_1|A|_{\infty}|t_n^{(p)}-\tau|
+K_2|A(\cdot+\tau)-A(\cdot)|_{\infty}|t_{n+1}-t_n|]\\
&\quad\times  \exp\left(|A|_{\infty}(t_{n+1}-t_n)\right);
\end{align*}

\item[(c)] If $\tau>0$, $p \in \mathbb{N}$ and $t \in [t_n,t_{n+1}]$  then
\begin{align*}
&|X(t+\tau,t_{n+p})-X(t,t_n)| \\
&\leq \sqrt{q}\cdot[K_1|t_n^{(p)}-\tau|
+K_2|A(\cdot+\tau)-A(\cdot)|_{\infty}]|t_{n+1}^{(p)}-\tau-(t_{n+1}-t_n)|\\
&\quad\times \exp\Big(|A|_{\infty}\Big(|t_n^{(p)}-\tau|+\theta\Big)\Big);
\end{align*}

\item[(d)] If $\tau>0$ and $t,s \in \mathbb{R}: |t-s| \leq \theta$ then
\[
|X(t+\tau,s+\tau)-X(t,s)| \leq \sqrt{q}K_0
|A(\cdot+\tau)-A(\cdot)|_{\infty};
\]

\item[(e)] If $\tau>0$, $p \in \mathbb{N}$ and $u \in [t_n,t_{n+1}]$ then
\begin{align*}
&|X(t_{n+p+1},t_{n+p})-X(t_{n+1},t_n)|\\
&\leq K_2|X(u+\tau,t_{n+p})-X(u,t_n)|
+\sqrt{q}K_0|X(t_{n+p+1},u+\tau)-X(t_{n+p},u)|.
\end{align*}
\end{itemize}
\end{lemma}

\begin{proof}
 Part (a) follows immediately. To prove (b), assume
without loss of generality that $t_{n+p+1}-\tau \geq t_{n+1}$.
Note that for $u \in [t_n,t_{n+1}]$,
\begin{align*}
\Delta_n(u)&=\int_{t_{n+1}}^{t_{n+p+1}-\tau} X(t_{n+p+1},\xi+\tau)A(\xi+\tau)d\xi\\
&\quad +\int_{u}^{t_{n+1}} X(t_{n+p+1},\xi+\tau)[A(\xi+\tau)-A(\xi)]d\xi
 +\int_{u}^{t_{n+1}} \Delta_n(\xi)A(\xi)d\xi,
\end{align*}
where $\Delta_n(u)=X(t_{n+p+1},u+\tau)-X(t_{n+1},u)$. Then
\begin{align*}
|\Delta_n(u)|
&\leq \int_{t_{n+1}}^{t_{n+p+1}-\tau} |X(t_{n+p+1},\xi+\tau)||A(\xi+\tau)|d\xi\\
&\quad +\int_{t_n}^{t_{n+1}} |X(t_{n+p+1},\xi+\tau)||A(\xi+\tau)-A(\xi)|d\xi\\
&\quad +\int_{u}^{t_{n+1}} |\Delta_n(\xi)||A(\xi)|d\xi.
\end{align*}
So, by Gronwall's inequality the result follows.

Similarly, assume without loss of generality that 
$t_{n+1} \geq t_{n+p}-\tau$. If $\Delta_n^*(t)=X(t+\tau,t_{n+p})-X(t,t_n)$, then
\begin{align*}
|\Delta_n^*(t)|
& \leq \big|\int_{t_{n+p}-\tau}^{t_n} |A(\xi)||X(\xi+\tau,t_{n+p})|d\xi\big|\\
&\quad +\int_{t_{n+p}-\tau}^{t_{n+1}} |A(\xi+\tau)
 -A(\xi)||X(\xi+\tau,t_{n+p})|d\xi
 +\int_{t_n}^{t} |A(\xi)||\Delta_n^*(\xi)|d\xi,
\end{align*}
for $t \in [t_n,t_{n+1}]$. So, by Gronwall's inequality, (c) is
obtained. To prove part (d), proceed as in the proof of
\cite[Proposition 8]{YH16}. To prove (e), note that
\begin{align*}
X(t_{n+p+1},t_{n+p})-X(t_{n+1},t_n)
&=X(t_{n+p+1},u+\tau)[X(u+\tau,t_{n+p})-X(u,t_n)]\\
&\quad +[X(t_{n+p+1},u+\tau)-X(t_{n+p},u)]X(u,t_n)
\end{align*}
and apply the previous results. 
\end{proof}

By Lemma \ref{conti}, the following result is obtained.

\begin{lemma}\label{zoom}
Consider $\theta$ defined in \eqref{theta}. 
Let $\varepsilon>0$, $\tau \in \Gamma_{\varepsilon}\cap
T(A,\varepsilon)$ and $p \in P_{\tau}(\varepsilon)$. Then there is
$K' >0$ such that for all $n \in \mathbb{Z}$,
\begin{itemize}
\item[(a)] $|X(t_{n+p+1},u+\tau)-X(t_{n+1},u)| \leq K'\varepsilon$,
for all $u \in [t_n,t_{n+1}]$;

\item[(b)] $|X(t+\tau,t_{n+p})-X(t,t_n)| \leq K'\varepsilon$,
for all $t \in [t_n,t_{n+1}]$;

\item[(c)] $|X(t+\tau,s+\tau)-X(t,s)| \leq K'\varepsilon$, 
for all $s,t \in \mathbb{R}:|t-s|\leq \theta$;

\item[(d)] $|X(t_{n+p+1},t_{n+p})-X(t_{n+1},t_n)|\leq K'\varepsilon$.
\end{itemize}
\end{lemma}

Notice that the existence of $p \in P_{\tau}(\varepsilon)$ is given
by Lemma \ref{leap2} and the existence of $\tau \in
\Gamma_{\varepsilon}\cap T(A,\varepsilon)$ is given by Lemma
\ref{rdg}.


\begin{lemma}\label{apH} 
The sequence $H=(H(n))_{n=-\infty}^{+\infty}$ given by
\eqref{oc} and the sequence $h=(h(n))_{n=-\infty}^{+\infty}$ given
by \eqref{oh} are almost periodic.
\end{lemma}

\begin{proof} Firstly, notice that $
H(n)=X(t_{n+1},t_n)+\psi(n)$, for all $n \in \mathbb{Z}$, where
\[
\psi(n)=\int_{t_n}^{t_{n+1}} X(t_{n+1},u)B(u)du.
\]
From Lemma \ref{zoom} (d), it is not hard to see that
$\left(X(t_{n+1},t_n)\right)_{n=-\infty}^{+\infty}$ is almost
periodic. $\psi$ is also almost periodic. In fact, let
$\varepsilon>0$.  From Lemma \ref{master},  
$\Gamma=T(A,\varepsilon)\cap T(B, \varepsilon)\cap
\Gamma_{\varepsilon}$ is relatively dense. Let $ p \in
P=\cup_{\tau \in \Gamma} P_{\tau}(\varepsilon)$, so there is
$\tau \in \Gamma$ such that $p \in P_{\tau}(\varepsilon)$. Then, for
all $n \in \mathbb{Z}$ it is obtained
\begin{align*}
&\psi(n+p)-\psi(n)\\
&= \int_{t_{n+p}}^{t_{n+p+1}}X(t_{n+p+1},u)B(u)du-
\int_{t_n}^{t_{n+1}}X(t_{n+1},u)B(u)du\\
&=\int_{t_{n+p}}^{t_{n+p+1}}X(t_{n+p+1},u)B(u)du
-\int_{t_n+\tau}^{t_{n+p+1}}X(t_{n+p+1},u)B(u)du\\
&\quad + \int_{t_n+\tau}^{t_{n+p+1}}X(t_{n+p+1},u)B(u)du
 -\int_{t_n}^{t_{n+1}}X(t_{n+p+1},u+\tau)B(u+\tau)du\\
&\quad +\int_{t_n}^{t_{n+1}}X(t_{n+p+1},u+\tau)B(u+\tau)du
 -\int_{t_n}^{t_{n+1}}X(t_{n+1},u)B(u)du,\\
&= \int_{t_{n+p}}^{t_n+\tau}X(t_{n+p+1},u)B(u)du
 +\int_{t_{n+1}+\tau}^{t_{n+p+1}}X(t_{n+p+1},u)B(u)du\\
&\quad +\int_{t_n}^{t_{n+1}}[X(t_{n+p+1},u+\tau)B(u+\tau)-X(t_{n+1},u)B(u)]du.
\end{align*}
By Lemmas \ref{conti} and \ref{zoom}, there are positive constants
$M$ and $K'$ such that
\[
|\psi(n+p)-\psi(n)| 
\leq |t_n^{(p)}-\tau|M+ |t_{n+1}^{(p)}-\tau|M + K'\varepsilon
\leq [2M+K']\varepsilon
\]
for all $n \in \mathbb{Z}$. So, $p \in T(\psi,[2M+K']\varepsilon)$.
Since $p$ was taken arbitrarily in $P$, 
$P \subseteq T(\psi,[2M+K']\varepsilon)$. By Lemma \ref{leap1}, $P$ is relatively
dense. So, $T(\psi,[2M+K']\varepsilon)$ is relatively dense. Since
$\varepsilon>0$ is arbitrary, $\psi$ is almost periodic. Therefore,
$H=(H(n))_{n=-\infty}^{+\infty}$ is almost periodic.

In the similar way, $h$ is almost periodic. 
\end{proof}


\section{Inhomogeneous linear DEPCAG}

To study the existence of an almost periodic solution of \eqref{depca1}, 
recall that $ f \in \mathcal{A}\mathcal{P}(\mathbb{R},\mathbb{C}^q)$.

By the  variation constants formula \cite{A03,Pi2010JDEA},
\begin{equation} \label{vpn}
 y(t)=Z(t,k(t)) c(k(t))+\int_{\gamma^0(t)}^t X(t,u)f(u)du,
\end{equation}
is obtained, for all $t\in\mathbb{R}$, where $c$ is solution of the discrete
system \eqref{disc}. By taking $t \to t_{n+1}^-$, it is obtained a
solution $y$ for \eqref{depca1} such that $y(t_n)=c(n)$ for all $n
\in \mathbb{Z}$. It will be proved that $y$ is almost periodic.

If $c$ is the bounded solution of equation \eqref{disc} then
\begin{equation}\label{fpo} 
c(n)=\sum_{k=-\infty}^{+\infty}\mathcal{G}(n,k)h(k),
\end{equation}
where the Green matrix $\mathcal{G}(n,k)$ is given by \eqref{green} and
$h$ is given by \eqref{oh}.

From \eqref{vpn} and \eqref{fpo}, $y$ is the bounded solution of
\eqref{depca1} and satisfies \eqref{pre-22}.
 This relation shows $y$ as
a bounded linear function of $f$.

 By using the equivalent definition of almost periodicity due 
to  Bochner, two important facts are obtained.

\begin{lemma}[{\cite[Proposition 7]{YH16} and \cite{Z}}] \label{p7}
 A sequence $x=(x(n))_{n=-\infty}^{+\infty}$ is almost
periodic if and only if for any integer sequences
$(k_j')_{j=1}^{+\infty}$ and $(\ell_j')_{j=1}^{+\infty}$ there are
subsequences $k=(k_j)_{j=1}^{+\infty}$ and
$\ell=(\ell_j)_{j=1}^{+\infty}$ of $(k_j')_{n=1}^{+\infty}$ and
$(\ell_j')_{n=1}^{+\infty}$ respectively, such that
\[
T_kT_{\ell}x=T_{k+\ell}x,
\]
uniformly on $\mathbb{Z}$, where
$k+\ell=(k_j+\ell_j)_{j=1}^{+\infty}$, 
$ T_mx(n)=\lim_{j \to +\infty} x(n+m_j)$ and $m=(m_j)_{j=1}^{+\infty}
\in \{k,\ell,k+\ell\}$, for all $n \in \mathbb{Z}$.
\end{lemma}

\begin{theorem}\label{hch}  
Assume that hypotheses {\rm (H1), (H3)} and {\rm (H6)} are
satisfied. If  $c$ is given by \eqref{fpo}, then $c$ is the unique
almost periodic solution of the linear inhomogeneous difference
system \eqref{disc}. Moreover,
\begin{equation}\label{estim-c} 
|c|_{\infty} \leq \frac{2K}{1-\rho}|h|_{\infty}.
\end{equation}
\end{theorem}

\begin{proof} By Lemmas \ref{apH} and \ref{p7}, for any
integer sequences $(k_j')_{j=1}^{+\infty}$ and
$(\ell_j')_{j=1}^{+\infty}$ there are subsequences
$k=(k_j)_{j=1}^{+\infty}$ and $\ell=(\ell_j)_{j=1}^{+\infty}$ of
$(k_j')_{n=1}^{+\infty}$ and $(\ell_j')_{n=1}^{+\infty}$
respectively, such that $T_{k+\ell}H=T_kT_{\ell}H$ and
$T_{k+\ell}h=T_kT_{\ell}h$, uniformly on $\mathbb{Z}$.

Now, notice that $c$ given by \eqref{fpo} is the only solution of
\eqref{disc} which is bounded. Moreover, $z=T_{k+\ell}c$ and
$z=T_kT_{\ell}c$ are bounded solutions of
\begin{gather*}
z(n+1)=T_{k+\ell}H(n)z(n)+T_{k+\ell}h(n),\\
z(n+1)=T_kT_{\ell}H(n)z(n)+T_kT_{\ell}h(n),
\end{gather*}
respectively. By uniqueness $T_{k+\ell}c=T_kT_{\ell}c$. So,
$c=(c(n))_{n=-\infty}^{+\infty}$ is an almost periodic sequence.
Since $c$ is given by \eqref{fpo}, it is the only bounded solution
of \eqref{disc} and satisfies \eqref{estim-c}.  
\end{proof}


\begin{theorem} \label{pre-conti} 
Consider $\theta$ defined in \eqref{theta}. Assume
that hypotheses {\rm (H1), (H3)} and {\rm (H6)} are satisfied. Then
\eqref{depca1} has a unique almost periodic solution. Moreover,
\begin{equation}\label{estim-y} 
|y|_{\infty} \leq K_3|f|_{\infty},
\end{equation}
where  $K_3=[\sqrt{q}K_0(1+|B|_{\infty}\theta)\frac{2K}{1-\rho}+1]\sqrt{q}K_0\theta$.
\end{theorem}

\begin{proof} 
Let $\varepsilon>0$. By Lemma \ref{master}, there is
$\tau\in T(A,\varepsilon) \cap T(B,\varepsilon) \cap
T(f,\varepsilon)$ and $p \in P_{\varepsilon} \cap T(c,\varepsilon)$.
Let $y$ be the solution of \eqref{depca1}. Fix $t \in \mathbb{R}$
and let $n \in \mathbb{Z}$ such that $t \in J_n$. Then
\begin{align*}
&y(t+\tau)-y(t) \\
&= [X(t+\tau,t_{n+p})-X(t,t_n)]c(n+p) +X(t,t_n)[c(n+p)-c(n)]\\
&\quad +\int_{t_{n+p}-\tau}^t[X(t+\tau,u+\tau)-X(t,u)]B(u+\tau)du\cdot c(n+p)\\
&\quad +\int_{t_{n+p}-\tau}^tX(t,u)B(u+\tau)du\cdot[c(n+p)-c(n)]\\
&\quad +\int_{t_{n+p}-\tau}^tX(t,u)[B(u+\tau)-B(u)]du\cdot c(n)
 +\int_{t_{n+p}-\tau}^{t_n}X(t,u)B(u)du\cdot c(n)\\
&\quad +\int_{t_{n+p}-\tau}^t[X(t+\tau,u+\tau)-X(t,u)]f(u+\tau)du\\
&\quad +\int_{t_{n+p}-\tau}^tX(t,u)[f(u+\tau)-f(u)]du
 +\int_{t_{n+p}-\tau}^{t_n}X(t,u)f(u)du
\end{align*}
So, by Lemmas \ref{conti} and \ref{zoom}, there is $K'>0$ large
enough such that
$|y(t+\tau)-y(t)| \leq \varepsilon K'$ for all $t \in \mathbb{R}$.
Since $\tau>0$ was taken arbitrarily in $T(A,\varepsilon) \cap
T(B,\varepsilon) \cap T(f,\varepsilon)$, this set is contained in
$T(x,\varepsilon K')$. By Lema \ref{master}, $T(x,\varepsilon K')$
is relatively dense. Since $\varepsilon>0$ was taken arbitrarily,
$y$ is an almost periodic solution of \eqref{depca1}. From
\eqref{pre-22}, it can be noticed that $y$ is the unique bounded
solution of DEPCAG \eqref{depca1}. So, $y$ is the unique almost
periodic solution of DEPCAG \eqref{depca1}.

Since $Z(t,s)$ is bounded and the relations \eqref{theta},
\eqref{pre-22} and \eqref{estim-c} are satisfied, we have 
inequality \eqref{estim-y}. 
\end{proof}

\section{The nonlinear equation \eqref{depca2}}

To study the existence of an almost periodic solution of \eqref{depca2}, 
recall that
$W \subseteq (\mathbb{C}^q)^{\ell}$ is not empty and the set
\[
T(F,\varepsilon,W)=\{\tau \in \mathbb{R}:|F(t+\tau,w)-F(t,w)| \leq
\varepsilon,\;\text{for all}\;(t,w) \in \mathbb{R}\times W\}
\]
is relatively dense for all$\varepsilon>0$.

\begin{lemma} \label{lem9}
 Let $y: \mathbb{R} \to \mathbb{C}^q$ an almost periodic function. 
Assume that {\rm (H2)} is satisfied and  $F$ satisfies {\rm (H4)}. 
Then $F(t,y_\gamma(t))$ satisfies {\rm (H3)}.
\end{lemma}

\begin{proof}
 Let $\varepsilon>0$ and $\tau \in T(y,\varepsilon) \cap T(F,\varepsilon,W)$.
Since $y$ is almost periodic, it is uniformly continuous. So, there
is $\delta>0$ such that $s,t \in \mathbb{R}: |s-t| \leq \delta$
implies that $|y(t)-y(s)| \leq \varepsilon$. 
Since $P_{\tau}(\delta) \neq \phi$,
$|\gamma^{p_j}(t+\tau)-\left(\gamma^{p_j}(t)+\tau\right)|\leq
\delta$, for $j=1,\dots,\ell$. Moreover,
\begin{align*}
&|F(t+\tau,y_{\gamma}(t+\tau))-F(t,y_{\gamma}(t))| \\
&\leq |F(t+\tau,y_{\gamma}(t+\tau))-F(t,y_{\gamma}(t+\tau))|
 +|F(t,y_{\gamma}(t+\tau))-F(t,y_{\gamma}(t))|\\
&\leq \varepsilon+L\ell\varepsilon.
\end{align*}
Since $\varepsilon>0$ was taken arbitrarily, $F(t,y_{\gamma}(t))$ satisfies (H3).
\end{proof}

\begin{theorem} \label{apdepca2} 
Assume that {\rm (H1), (H2)} and {\rm (H6)} hold.  Assume that
$F$ satisfies {\rm (H4)}. If
\begin{equation}\label{smallap1}
 2\frac{KL\ell}{1-\rho}<1,
\end{equation}
then \eqref{depca2} has an almost periodic solution.
\end{theorem}

\begin{proof}  
Let
\begin{equation}
\label{fpox} (\mathcal{T}c)(n)=\sum_{k=-\infty}^{+\infty}
\mathcal{G}(n,k)h(k,\hat{c}(k)),
\end{equation}
where $h(n,\hat{c}(n))=\int_{t_n}^{t_{n+1}}
X(t_{n+1},s)F(s,\hat{c}(n))ds$ and $\mathcal{G}(n,k)$ is given in
\eqref{green} and $\hat{c}(n)=(c(n-p_1),\dots,c(n-p_{\ell}))$.

If $c$ is a fixed point of the operator defined by \eqref{fpox} then
$c$ is solution of the difference equation
\begin{equation}\label{discx} 
c(n+1)=H(n)c(n)+h(n,\hat{c}(n)).
\end{equation}

If $c$ is almost periodic then $h(n,\hat{c}(n))$ is almost periodic.
In that case, $\mathcal{T}c$ is almost periodic. So, 
$\mathcal{T}\left(\mathcal{A}\mathcal{P}(\mathbb{Z},\mathbb{C}^q)\right)
\subseteq  \mathcal{A}\mathcal{P}(\mathbb{Z},\mathbb{C}^q)$. Moreover,
\[
|(\mathcal{T}c_1)(n)-(\mathcal{T}c_2)(n)|\leq
2\frac{KL\ell}{1-\rho}|c_1-c_2|_{\infty}.
\]

If \eqref{smallap1} holds,
 $\mathcal{T}:\mathcal{A}\mathcal{P}(\mathbb{Z},\mathbb{C}^q) 
\to \mathcal{A}\mathcal{P}(\mathbb{Z},\mathbb{C}^q)$ 
is a contracting mapping. By the Banach
fixed point theorem, there is
 $c \in \mathcal{A}\mathcal{P}(\mathbb{Z},\mathbb{C}^q)$ a unique fixed 
point for $\mathcal{T}$.
Therefore, equation \eqref{discx} has an almost periodic solution
$c$. By Theorem \ref{pre-conti}, it can be constructed a solution
$y$ of \eqref{depca2} which is almost periodic. 
\end{proof}

The ret of this article is devoted to the
exponential stability of the almost periodic solution of
\eqref{depca2}, whose existence was proved in the previous section. 
First, we say what we  understand by exponential stability.

Assume that $p_j>0$ for $j=1,\dots,\ell$. Let $
p=\max_{j=1,\dots,\ell} p_j$.
A solution $y$ of \eqref{depca2}, is \emph{exponentially
stable} as $t \to +\infty$ if there is $\alpha \in ]0,1[$ such that given
$\varepsilon>0$, there exists $\delta>0$ such that  $\tilde{y}=\tilde{y}(t)$ 
is a solution of \eqref{depca2} defined for $t \geq t_{0}$  then
\[
\max_{j=0,1,\dots ,p}|y(t_{-j})-\tilde{y}(t_{-j})|
\leq \delta
\]
implies
\begin{equation}
\label{eadef} |\tilde{y}(t)-y(t)| \leq \varepsilon
\alpha^t,\quad \text{for all }t \geq t_{0}.
\end{equation}
This kind of stability is in the half axis although the solution
being exponentially stable is defined on the whole axis.

This definition is independent on the choice of $t_0$. 
Any other value could be chosen.

Let $\Phi(n,k)=\Phi(n)\Phi(k)^{-1}$, for all $(n,k)\in
\mathbb{Z}^2$. Assume  that the difference system \eqref{disdich} is
\emph{exponentially stable} as $n \to +\infty$, i.e.,
assume that there are  positive constants
$\rho, K$ with $\rho<1$  and $K \geq 1$ such that
\begin{equation}\label{est} 
|\Phi(n,k+1)| \leq K\rho^{n-k},
\end{equation}
for all $n,k \in \mathbb{Z}: n \geq k$.

By Theorem \ref{apdepca2} and the exponential stability, the
condition
\begin{equation}\label{smallap2} 
\frac{KL\ell}{1-\rho}<1,
\end{equation}
ensures the existence of a unique almost periodic solution $y=y(t)$
of  \eqref{depca2} defined for all $t \in \mathbb{R}$.

For  \eqref{homo2}, notice that an exponential stability for
\eqref{disdich} implies a direct notion on exponential stability on 
$Z(t,s)$. In fact, from
\eqref{productoria} and \eqref{est}, it is obtained, for $n>k$,
$t\in J_n$ and $s \in ]t_k,t_{k+1}]$, that
\[
|Z(t,s)| \leq K_4 \rho^{n-k},
\]
where $K_4=K\sqrt{q}K_0^2[1+\sqrt{q}K_0|B|_{\infty}\theta]^2$ and
$\theta$ is given in \eqref{theta}. Since $t-s \leq t_{n+1}-t_k \leq
\theta (n-k+2)$,
\[
|Z(t,s)| \leq K_4\rho^{-2}\rho^{\frac{t-s}{\theta}}.
\]

If $\eta_0,\eta_1,\dots,\eta_{p} \in \mathbb{C}^q$, 
it is not hard to see that the difference system
\eqref{discx} has a solution $\tilde{c}=\tilde{c}(n)$ defined for $n
\geq 0$ with the initial conditions $\tilde{c}(-j)=\eta_j \in
\mathbb{C}^q$ for $j=0,1,\dots,p$.
Let
\begin{equation}\label{22}
\begin{aligned}
\tilde{y}(t)
&= Z_{k(t)}(t) \Big(\Phi(n,0)\tilde{c}(0)
+\sum_{k=0}^{n-1}\Phi(n,k+1)\int_{t_k}^{t_{k+1}} X(t_{k+1},u)\\
&\quad \times F(u,\tilde{c}(k-p_1),\dots,\tilde{c}(k-p_{\ell}))du\Big)\\
&\quad +\int_{\gamma^0(t)}^t X(t,u)F(u,\tilde{c}(n-p_1),\dots,
 \tilde{c}(n-p_{\ell}))du,
\end{aligned}
\end{equation}
where $t \geq t_0$. Then, $\tilde{y}=\tilde{y}(t)$
is the unique solution of \eqref{depca2} with $t \geq t_{0}$ and
fixed initial conditions $\tilde{y}(t_{-j})=\eta_j$ for
$j=0,1,\dots,p$.

\begin{theorem}
 Assume that {\rm (H1), (H2), (H4)}  hold and that the difference 
system \eqref{disdich} has an exponential stability as $n \to +\infty$.
 Assume that \eqref{est} and \eqref{smallap2} hold.  
 If $y$ is the almost periodic solution  of \eqref{depca2} and
 $\tilde{y}$ is solution of \eqref{depca2} for $t \geq t_{0}$ with 
initial conditions $\tilde{y}(t_{-j})=\eta_j$ for $j=0,1,\dots,p$, 
then there is $\tilde{K}>0$ such that
\begin{equation} \label{es} 
|y(t)-\tilde{y}(t)| \leq \tilde{K}
\left({\rho}(1+KL\ell\rho^{-p})\right)^{n}\max_{j=0,1,\dots ,p}|c(-j)-\eta_j|,
\end{equation}
where $t \geq t_0$. Hence, if
\begin{equation}\label{smallap3} 
\frac{KL\ell}{1-\rho}<\rho^{p-1}
\end{equation}
then $y$ is exponentially stable.
\end{theorem}

\begin{proof} 
Consider that $c(n)=y(t_n)$ and
$\tilde{c}(n)=\tilde{y}(t_n)$  for all integer $n \geq n_0$.  Let
$u(n)=c(n)-\tilde{c}(n)$ for all $n \in \mathbb{Z}$. Then, for $n_0
\in \mathbb{Z}$,
\begin{align*}
|u(n)| &\leq |\Phi(n,0)||u(0)|+\sum_{k=0}^{n-1}|\Phi(n,k+1)|
|F(k,\hat{{c}})(n)-F(k,\hat{\tilde{c}}(n))|\\
&\leq K\rho^{n}|u(0)|+ KL\sum_{k=0}^{n-1}\rho^{n-k}\sum_{j=1}^{\ell}|u(k-p_j)|.
\end{align*}
Let $ \omega(n)=\rho^{-n}\sum_{j=1}^{\ell}|u(n-p_j)|$
and  $v(n)=\rho^{-n}|u(n)|$. Then
\[
\rho^{-n}u(n)\leq K|u(0)|+ KL\sum_{k=0}^{n-1}\omega(k)
\]
Note that 
\[
 \omega(n)=\sum_{j=1}^{\ell}
\rho^{-p_j}\rho^{(-n-p_j)}|u(n-p_j)|\leq \rho^{-p}\sum_{j=1}^{\ell}
v(n-p_j).
\]
 For $n \geq 0$,
\[
v(n) \leq Kv(0)+KL\sum_{k=0}^{n-1} \omega(k).
\]
Let $ z_n=\max\{|v(m)|:m=-p,-p+1,\dots,n\}$.
Then, $\omega(n) \leq \rho^{-p}\ell z_n$, for all $n \geq 0$.
Hence,
\[
v(n) \leq Kv(0)+KL\rho^{-p}\ell\sum_{k=0}^{n-1} z_k.
\]
Let $m_n \in \{-p,n-p+1,\dots,n\}$ such that $z_n=v(m_n)$.

If $m_n \geq 0$, then $ z_n \leq
Kv(0)+KL\ell\rho^{-p}\sum_{k=0}^{m_n-1}z_k$.
Hence,
\[
z_n\leq Kv(0)+KL\ell\rho^{-p}\sum_{k=0}^{n-1} z_k.
\]
If $m_n < 0$, then there is $j_0 \in \{1,\dots,p\}$ such that
$m_n=n-j_0$. Since $K \geq 1$, $z_n \leq K z_{0}$. So,
\[
z_n\leq Kz_{0}+KL\ell\rho^{-p}\sum_{k=0}^{n-1} z_k,
\]
for all $n \geq 0$.
By Gronwall's inequality,
\[
z_n \leq (1+KL\ell\rho^{-p})^{n}z_{0}.
\]
So, for all $n \geq 0$,
\begin{equation}\label{as1}  
|c(n)-\tilde{c}(n)| \leq
K\rho^{n}(1+KL\ell\rho^{-p})^{n}\max_{j=0,1,\dots,p}|c(-j)-\tilde{c}(-j)|.
\end{equation}


By Lemma \ref{conti}, there is a positive constant $K_0$ such that
$|X(t,u)| \leq \sqrt{q}K_0$, for all $u \in J_{k(t)}$ and 
$|Z(t,\gamma^0(t))| \leq \sqrt{q}K_0(1+\sqrt{q}K_0|B|_{\infty}\theta)$
 for all $t \geq t_0$.
By relation \eqref{22}, for $t \geq t_0$, there is
a positive constant $K'$ such that
\begin{equation}\label{as2} 
|y(t)-\tilde{y}(t)| \leq K'|c(n)-\tilde{c}(n)|.
\end{equation}
This inequality show a Lipschitz continuous relation 
$\tilde{c} \mapsto \tilde{y}$.

By combining \eqref{as1} and \eqref{as2}, this result is proved with
$\tilde{K}=K'K$.

Notice that \eqref{smallap3} implies \eqref{smallap2}. Then Theorem
\ref{apdepca2} ensures the existence of the unique almost periodic
solution of \eqref{depca2} which is exponentially stable.  In fact,
let $\alpha={\rho}(1+KL\ell\rho^{-p})$. By \eqref{smallap3},
$\alpha<1$. For $\varepsilon>0$ consider
$\delta=\frac{\varepsilon}{\tilde{K}}$. By \eqref{es},
\eqref{eadef} is satisfied and $y$ is
exponentially stable.
\end{proof}

In the previous theorem, condition \eqref{smallap3} is impled and
is slightly stronger than the condition of existence \eqref{smallap2}.

\section{Examples}

\subsection{Exponential Dichotomy}
It is not obvious how to extend the exponential dichotomy from the
difference equation \eqref{disdich} to \eqref{homo2}. 
Akhmeth studied this topic in \cite{A05}; other helpful references 
are \cite{D01,Papas94,Pi2010JDEA,D02}.
We could consider an intuitively direct definition given by the
existence of a projection $\Pi_*$ and positive constants $M$ and
$\alpha$ such that
\begin{equation}\label{intento}
\begin{gathered}
|Z(t,t_0)\Pi_*Z(s,t_0)^{-1}| \leq Me^{-\alpha(t-s)},\quad \text{if } t \geq s\\
|Z(t,t_0)(I-\Pi_*)Z(s,t_0)^{-1}| \leq Me^{\alpha(t-s)},\quad \text{if }t\leq s.
\end{gathered}
\end{equation}
However, if we take
\begin{enumerate}
\item  $t_n=\nu n+q_n$, where $\nu$ is a positive constant and
 $ (q_n)_{n=1}^{+\infty}$ is an almost periodic sequence in
 $[0,\nu[$ such that $\Delta_n=q_{n+1}-q_n \to 0$ as $n \to \pm\infty$,
\item $A(t)=0$
\item and $B(t)=\text{diag}(\lambda_0(t),\lambda_1(t))$,
where $\lambda_0(t)=-\frac{2}{\pi}
+\sin\big(\frac{2\pi}{\nu} (t-q_n)\big)$ and 
$\lambda_1(t)=-\lambda_0(t)$ for all $t \in [t_n,t_{n+1}[$, $n \in \mathbb{Z}$,
\end{enumerate}
then, for
\[
g_0(\delta)=
\int_{t_n}^{t_n+\delta}\lambda_0(\xi)d\xi
=-\frac{\nu}{2\pi}\Big(4\frac{\delta}{\nu}-1
+\cos\big(2\pi\frac{\delta}{\nu}\big)\Big),
\]
we have that $ g_0\big(\frac{\pi}{4}\nu\big)=0$ and
\[
\lim_{\delta \to (t_{n+1}-t_n)^{-}}g_0(\delta)
= \frac{\nu}{2\pi}\Big(-4\big(1+\frac{\Delta_n}{\nu}\big)-1+
\cos\big(\frac{\Delta_n}{\nu}\big)\Big)
 = -\frac{2\nu}{\pi}+\beta_n,
\]
where $ \beta_n=\frac{\nu}{2\pi}\big(-\frac{4\Delta_n}{\nu}-1
+\cos\big(\frac{\Delta_n}{\nu}\big)\big) \to 0$ as $n \to \pm \infty$. 
Note that for $n$ large enough, there is $\alpha>0$ such that 
$ -\frac{2\nu}{\pi}+\beta_n \leq -\alpha$. This is equivalent to,
\[
\int_{t_n}^{t_n+\frac{\pi}{4}\nu}\lambda_1(\xi)d\xi
=-g_0\big(\frac{\pi}{4}\nu\big)=0
\]
and $ \lim_{t \to t_{n+1}^{-}}-g_0(t) \geq \frac{2\nu}{\pi}-\beta_n\geq\alpha$ 
for $n$ large enough. So, the exponential
dichotomy on the difference equation \eqref{disdich} can be
written  as \eqref{edic} for $\Pi=\text{diag}(1,0)$ but
there is no $\Pi_*$ such that condition \eqref{intento} is
satisfied.

Notice that a dichotomy condition on the ordinary differential
equation \eqref{homo} implies an exponential dichotomy on the
difference equation \eqref{disdich} \cite[Proposition 2]{Papas94}
when $|B(t)|$ is small enough. However,
an exponential dichotomy for the difference equation on
\eqref{disdich} is not a necessary condition for an exponential
dichotomy for the ordinary differential system \eqref{homo}. In
fact, let's consider $A(t)=0$ and
$B(t)=\text{diag}\left(-\frac{3}{2},\frac{1}{2}\right)$. Then the
exponential dichotomy for difference system \eqref{disdich} is
satisfied, with no exponential dichotomy for the ordinary
differential system \eqref{homo}.

\subsection{Constant coefficients}

Assume that in \eqref{depca2}, $A(t)=A_0$ and $B(t)=B_0$ are
constants matrices and $F(t,\cdot)$ is almost periodic. Then 
\eqref{depca2} becomes
\begin{equation}\label{depca3}
y'(t)=A_0y(t)+B_0y(\gamma^{0}(t))+F(t,y_{\gamma}(t)),\;t\in
\mathbb{R}.
\end{equation}
Assume that $t_{n+1}-t_n=\nu+\Delta_n$, where $\Delta_n \to 0$ as 
$n \to \pm \infty$,that $A_0$ and
\[
H(n)=e^{(\nu+\Delta_n)
A_0}[I+A_0^{-1}(I-e^{-(\nu+\Delta_n)A_0})B_0]
\]
are invertible matrices, for all $n \in \mathbb{Z}$.

By using $\sigma(H(n))$ as the usual notation for the spectrum of the
matrix $H(n)$, assume that
\[
\sigma(H(n)) \subseteq \{ z \in \mathbb{C}:|z|<R\;\text{or}\;1+R<|z|\},
\]
for all $n \in \mathbb{Z}$, where $R<1$ and that $L$ in \eqref{lp} 
satisfies \eqref{smallap2}. Then, \eqref{depca3} has an almost periodic solution.
In particular, it is obtained when the elements of $\sigma(A_0)$ have
 non zero real part and $|B_0|$ is small enough.

Now, assume that
\[
\sigma(H(n)) \subseteq \{ z \in \mathbb{C}:|z|<R\}
\]
where $R<1$ and that $L$ in
\eqref{lp} satisfies the condition \eqref{smallap3}. Then,  \eqref{depca3}
has an almost periodic solution which is exponentially stable.  In
particular, it is obtained when the elements of $\sigma(A_0)$ have
negative real part and $|B_0|$ is small enough.

Assume that $A_0=0$, that $H(n)=I+(\nu+\Delta_n)B_0$ is invertible 
for all $n\in\mathbb{Z}$, that 
$\sigma(B_0) \subseteq \{ z \in \mathbb{C}:|z|<1/(\nu+r)\}$, where 
$ r=\max \Delta_n$ and that   $\nu+\Delta_n$ and $L$ in
\eqref{lp} satisfies \eqref{smallap2}. Then \eqref{depca3}
has an almost periodic solution. We can notice that it behaves as a 
difference equation.

\subsection*{Acknowledgments}
S. Castillo was supported by DIUBB 110908 2/R.
M. Pinto was supported by FONDECYT  1120709 and DGI MATH UNAP 2009.

\begin{thebibliography}{00}

\bibitem{AL} E. Ait Dads, L. Lhachimi;
 Pseudo almost periodic solutions for equation with piecewise constant argument. 
\emph{J. of Math. Analysis and Applications.} \textbf{371} (2010), 842--854.

\bibitem{A} M. U. Akhmet;
 Integral manifolds of differential equations with piecewise
constant argument of generalized type, \emph{Nonlinear Analysis TMA}
\textbf{66} (2) (2007), 367--383.

\bibitem{A02} M.U. Akhmet;
 Almost periodic solutions of differential equations with piecewise 
constant argument of generalized type, 
\emph{Nonlinear Analysis: Hybrid Systems} \textbf{2} (2008) 456--467.

\bibitem{A03} M. U. Akhmet;
Stability of differential equations with piecewise constant arguments 
of generalized type, \emph{Nonlinear Analysis: TMA} \textbf{68} (2008) 794--803.

\bibitem{A04}  M. U. Akhmet, C. Buyukadali;
 Differential equations with state-dependent piecewise constant argument, 
\emph{Nonlinear Analysis: TMA} \textbf{72} (2010) 4200--4210.

\bibitem{A05} M. U. Akhmet;
 Exponentially Dichotomous Linear systems of Differential Equations 
with Piecewise Constant Argument, \emph{Discontinuity, Nonlinearity,
 and Complexity}, \textbf{1} 4 (2012) 337-352.

\bibitem{Be} A. S. Besicovitch;
 \emph{Almost Periodic Functions.} Dover Publications, Inc., New York, 1955.
\bibitem{Bochner} S. Bochner. Beitrage zur Theorie der
fastperiodische Funktionen. I: Funktionen einer Variablen, 
\emph{Math. Ann.} \textbf{96} (1927) 119--147.

\bibitem{Bo01} H. Bohr;
Zur Theorie der fastperiodischen Funktionen I,
 \emph{Acta Math.} \textbf{45} (1925)  29--127.

\bibitem{Bo02} H. Bohr;
\emph{Almost Periodic Functions.} Chelsea Publishing Company, New York, NY, 1947.

\bibitem{X2005} J. Cao, M. Lin, Y. Xia;
 The existence of almost periodic solutions of certain perturbation systems,
 \emph{J. of Math. Analysis and Applications}, \textbf{310} (2005), 81--96.

\bibitem{X2005-1} J. Cao, Y. Xia;
 Almost periodicity in an ecological model with $M$-predators and $N$-preys 
by ``pure-delay type'' system,
 \emph{Nonlinear Dynamics} \textbf{39} (2005), 275--304.

\bibitem{D01} A. Ch\'avez, S. Castillo, M. Pinto; 
Discontinuous almost periodic type functions, almost
automorphy of solutions of differential equations with discontinuous 
delay and applications. \emph{Electronic Journal of Qualitative Theory 
of Differential Equations} \textbf{2014} (2015), no. 75, 1–-17.

\bibitem{Ch2011} K. Chiu;
 Stability of oscillatory solutions of differential equations with a general 
piecewise constant argument,
 \emph{Electron. J. Qual. Theory Differ. Equ.} (2011) \textbf{88}, 15 pp.

\bibitem{ChP2010} K. Chiu, M. Pinto;
 Periodic solutions of differential equations with a general piecewise constant 
argument and applications,
 \emph{Electron. J. Qual. Theory Differ. Equ.} (2010) \textbf{46}, 19 pp.

\bibitem{KSCP2013-01} K. S. Chiu, M. Pinto, J.C. Jeng;
 Existence and global convergence of periodic solutions in recurrent neural 
network models with a general piecewise alternately advanced and retarded argument,
 \emph{Acta Applicandae Mathematicae} (2013)  doi: 10.1007/s10440-013-9863-y

\bibitem{CoWi84} K. L. Cooke, J. Wiener;
 Retarded differential equations with piecewise constant delays,
 \emph{J. of Math. Analysis and Applications}, \textbf{99} (1984), 265--297.

\bibitem{Cop78} W. A. Coppel;
\emph{Dichotomies in Stability Theory.} Lecture Notes in Mathematics, 
Vol. 629. Springer-Verlag, Berlin-New York, 1978.

\bibitem{CP} C. Cuevas, M. Pinto;
 Existence and uniqueness of pseudo almost periodic solutions of semilinear 
Cauchy problems with non dense domain,
 \emph{Nonlinear Analysis TMA.} \textbf{45} (8) (2001)  73--83.

\bibitem{F5} A. M. Fink;
 \emph{Almost Periodic Differential Equations.}  Lecture Notes in Mathematics 
\textbf{377} Springer, Berlin, 1974.

\bibitem{X2007}  M. Han, Z. Huang, Y. Xia;
 Existence of almost periodic solutions for forced perturbed systems with 
piecewise constant argument,
 \emph{J. of Math. Analysis and Applications.} \textbf{333} (2007), 798--816.

\bibitem{YH16} J. Hong, R. Yuan;
 The existence of almost periodic solutions for a class of differential 
equations with piecewise constant argument,
 \emph{Nonlinear Analysis TMA.} \textbf{28} (8) (1997) 1439--1450.

\bibitem{Papas94} G. Papaschinopoulos;
 Exponential dichotomy, topological equivalence and structural stability 
for differential equations with piecewise constant argument. 
\emph{Analysis} \textbf{14} n 2-3  (1994) 239--247.

\bibitem{SP} N. A. Perestyuk and A. M. Samoilenko;
 \emph{Impulsive Differential Equations.} World Scientific, 1995.

\bibitem{Pi2009} M. Pinto;
Asymptotic equivalence of nonlinear and quasi linear differential 
equations with piecewise constant arguments,
\emph{Mathematical and Computer Modelling.} \textbf{49} (2009) 1750--1758.

\bibitem{Pi2010} M. Pinto;
 Dichotomy and existence of periodic solutions of quasilinear functional 
differential equations. \emph{Nonlinear Analysis TMA.} 
\textbf{72} (3-4) (2010) 1227--1234.

\bibitem{Pi2010JDEA} M. Pinto;
 Cauchy and Green matrices type and stability in alternately advanced and 
delayed differential systems.\emph{J. of Difference Equations and Applications}. 
\textbf{17} (2011), no. 2, 235--254.

\bibitem{PAP} M. Pinto;
 Pseudo-almost periodic solutions of neutral integral and differential 
equations with applications,
 \emph{Nonlinear Analysis TMA.} \textbf{72} (2010) 4377--4383.

\bibitem{D02} M. Pinto; 
Dichotomies and asymptotic equivalence in alternatively advanced and delayed
systems, In preparation, 2014.

\bibitem{PR} M. Pinto, G. Robledo;
 Existence and stability of almost periodic solutions in impulsive neural 
network models. \emph{Applied Mathematics and Computation} \textbf{217} (2010),
 no. 8, 4167--4177.

\bibitem{PR2013} M. Pinto, G. Robledo;
 Controllability and observability for a linear time varying system 
with piecewise constant delay.
\emph{Acta Applicandae Mathematicae} (2014)  doi: 10.1007/s10440-014-9954-4.

\bibitem{ShWi83} S. M. Shah, J. Wiener;
Advanced differential equations with piecewise
constant argument deviations. \emph{Internat. J. Math. and Math.
Sci.} \textbf{6} n 4 (1983) 671--703.

\bibitem{R3} N. Van Minh;
 Almost periodic solutions of $C$-well-posed evolution equations,
 \emph{Math. J. Okayama Univ.} \textbf{48} (2006), 145--157.
\bibitem{Wi83} J. Wiener;
 Differential equations with piecewise constant delays,
 \emph{Trends in theory and practice of nonlinear differential equations 
(Arlington, Tex., 1982)},  \emph{Lecture Notes in Pure and Appl. Math.} 
\textbf{90}  Dekker, New York, (1984) 547--552.

\bibitem{Wi93} J. Wiener;
 \emph{Generalized Solutions of Functional Differential
Equations.} World Scientific, 1993.

\bibitem{Y} R. Yuan;
 The existence of almost periodic solutions of retarded differential 
equations with piecewise constant argument,
 \emph{Nonlinear Analysis TMA.} \textbf{48} (7) (2002), 1013--1032.

\bibitem{Z} C. Zhang;
 \emph{Almost Periodic Type Functions and Ergodicity.}
 Science Press, Beijing; Kluwer Academic Publishers, Dordrecht, 2003.

\end{thebibliography}

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