1 Introduction
To the best of our knowledge, there is no satisfactory definition of positively expansive semiflow on metric spaces (see [Reference Lee and Morales8] and references therein). In this paper, we will present one for the special cases of semigroups of bounded linear operators. We characterize this property in terms of the point spectrum of the infinitesimal generator. In particular, we prove that a positively expansive semigroup is neither uniformly bounded nor equicontinuous. We apply our results to the Lasota equation [Reference Dawidowicz and Poskrobko3, Reference Lasota7]. Let us present our definition and results in a precise way.
A homeomorphism (respectively continuous map) of a metric space $f:Y\to Y$ is expansive (respectively positively expansive) [Reference Eisenberg5, Reference Utz10] if there is $\delta>0$ such that if $y,y^{\prime }\in Y$ and $d(f^{n}(y),f^{n}(y^{\prime }))\leq \delta $ for every $n\in \mathbb {Z}$ (respectively $n\in \mathbb {N}$ ), then $x=y$ .
A flow is a map $\psi :\mathbb {R}\times Y\to Y$ such that
Denote by $\psi (t):Y\to Y$ the time t-map defined by $\psi (t)y=\psi (t,y)$ for $y\in Y$ and $t\in \mathbb {R}$ . Then, a flow is just a family of maps $\{\psi (t):Y\to Y\}_{t\in \mathbb {R}}$ such that $\psi (0)=I$ (the identity of Y) and $\psi (t+s)=\psi (t)\circ \phi (s)$ for every $t,s\in \mathbb {R}$ .
The following is the classical definition of expansive flow by Bowen and Walters [Reference Bowen and Walters2].
Definition 1.1. We say that a flow $\psi $ of Y is expansive if for every $\epsilon>0$ , there is some $\delta>0$ such that the following holds: If $x,y\in Y$ and a continuous function $s:\mathbb {R}\to \mathbb {R}$ with $s(0)=0$ satisfy
then there is $t_{*}\in [-\epsilon ,\epsilon ]$ such that $y=\psi (t_{*})x$ .
However, a semiflow is a map $\phi :[0,\infty [\times Y\to Y$ such that
Again $\phi (t):Y\to Y$ denotes the time t-map, namely $\phi (t)y=\phi (t,y)$ for $y\in Y$ and $t\geq 0$ . Then, a semiflow is just a family of maps $\{\phi (t):Y\to Y\}_{t\geq 0}$ such that $\phi (0)=I$ and $\phi (t+s)=\phi (t)\circ \phi (s)$ for every $t,s\geq 0$ . Every flow $\phi $ generates semiflow (still denoted by $\phi $ ) equal to the restriction of $\phi $ to $[0,\infty )$ .
Recall that a semigroup of bounded linear operators of a (complex) Banach space X is a semiflow T of X such that the time t-map $T(t):X\to X$ is a bounded linear operator for every $t\geq 0$ .
Our definition of a positively expansive semigroup will be motivated by the next characterization of positively expansive linear operators.
Theorem 1.1. A bounded linear operator $L:X\to X$ is positively expansive if and only if there is $\delta>0$ such that if $x,y\in X$ and
then $x=y$ .
Note the role of the rescaling term $\delta \|x\|$ in the conclusion of this result. Rescaling terms were introduced in the theory of smooth expansive systems by Wen and Wen [Reference Wen and Wen11]. By plugging these into Bowen–Walters’s definition, we obtain the main definition of this work.
Definition 1.2. We say that a semigroup of bounded linear operators T of a Banach space X is positively expansive if for every $\epsilon>0$ , there is some $\delta>0$ such that the following holds: If $x,y\in X$ and a continuous function $s:[0,\infty [\ \to [0,\infty [$ with $s(0)=0$ satisfy
then there is $t_{*}\in [0,\epsilon ]$ such that $y=T(t_{*})x$ or $x=T(t_{*})y$ .
We have the following remark.
Remark 1.2. The domain (and range) of s in the above definition were changed to $[0,\infty )$ since a semigroup is not defined for negative times. Likewise, the conclusion ‘ $t_{*}\in [-\epsilon ,\epsilon ]$ such that $y=\psi (t_{*})x$ ’ in Bowen–Walters’s definition was changed to ‘there is $t_{*}\in [0,\epsilon ]$ such that $y=T(t_{*})x$ or $x=T(t_{*})y$ ’.
To state our main result, we will use the following standard definitions. The infinitesimal generator [Reference Pazy9] of a semigroup of bounded linear operators T of a Banach space X is the linear operator $A:D(A)\subset X\to X$ with domain
defined by
The point spectrum and resolvent of A will be denoted by $\sigma _{p}(A)$ and $\rho (A)$ respectively (see [Reference Dowson4] for the corresponding definitions).
We say that T is a $C_{0}$ -semigroup (or strongly continuous) if
In such a case, A is densely defined, closed [Reference Pazy9], and there are constants $M\geq 1$ and $\omega \geq 0$ such that $\|T(t)\|\leq Me^{\omega t}$ for $t\geq 0$ . If $\omega =0$ , the semigroup is called uniformly bounded and if additionally $M=1$ , then T is called semigroup of contractions.
A semigroup of linear operators T of a Banach space X is:
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• equicontinuous if for every $\epsilon>0$ , there is $\delta>0$ such that if $x,y\in X$ satisfies $\|x-y\|\leq \delta $ , then $\|T(t)x-T(t)y\|\leq \epsilon $ for $t\geq 0$ ;
-
• hypercyclic if there is $x\in X$ such that $\{T(t)x:t\geq 0\}$ is dense in X;
-
• chaotic if it is hypercyclic and the periodic points are dense in X.
(Recall that $x\in X$ is a periodic point if there is $t>0$ such that $T(t)x=x$ .) Examples of chaotic semigroups of linear operators can be found in [Reference Grosse-Erdmann and Manguillot6]. We also say that T is injective if $T(t)$ is an injective linear operator for every $t\geq 0$ .
With these definitions, we can state our result.
Theorem 1.3. Let T be a $C_{0}$ -semigroup of linear operators with infinitesimal generator A of a Banach space X.
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(1) If T is positively expansive, then $\sigma _{p}(A)\subset \{\unicode{x3bb} \in \mathbb {C}:\text{\rm Re}(\unicode{x3bb} )>0\}$ . Moreover, T is not uniformly bounded, equicontinuous, or chaotic.
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(2) If there is $\Delta>0$ such that $(-\infty ,\Delta )\subset \rho (A)$ and
$$ \begin{align*} \|(\gamma I-A)^{-1}\|\leq\frac{1}{\Delta-\gamma} \quad\text{for all } \gamma\in (-\infty,\Delta), \end{align*} $$then T is positively expansive.
Let us present two short applications of this theorem.
Example 1.4. Consider the semigroup $T(t)x=2^{t}x$ for $t\geq 0$ in a Banach space X. It follows that $A(x)=(\ln 2)x$ , so $ (-\infty ,\ln 2)\subset \rho (A)$ and $\|(\gamma I-A)^{-1}\|={1}/({\gamma -\ln 2})$ for all $\gamma <\ln 2$ . Then, T is positively expansive by item (2) of Theorem 1.3.
Example 1.5. Let X be the Banach space of bounded uniformly continuous functions on $]{-}\infty ,\infty [$ with the supremum norm (see [Reference Pazy9, Example 2.9]). Then, the semigroup T of X defined by $T(t)f(x)=f(x+t)$ for $f\in X$ , $-\infty <x<\infty $ , and $t\geq 0$ is uniformly bounded and so it is not positively expansive by item (1) of Theorem 1.3.
A third application will be given in the last section. In §2, we present some preliminary results and in §3, we prove the theorems.
2 Preliminary results
To prove Theorem 1.1, we will use the following characterization.
Lemma 2.1. The following properties are equivalent for bounded linear operators on Banach spaces $L:X\to X$ .
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(1) There is $\delta>0$ such that if $x,y\in X$ and $ \|L^{n}(x)-L^{n}(y)\|\leq \delta \|x\|$ for every $n\geq 0, $ then $x=y$ .
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(2) There is $\delta>0$ such that if $x,y\in X$ , $\|x\|=1$ and $ \|L^{n}(x)-L^{n}(y)\|\leq \delta $ for every $n\geq 0, $ then $x=y$ .
Proof. The only difference between items (1) and (2) above is that $\|x\|=1$ in the latter but not in the former. Then, we only need to prove that item (2) implies item (1). For this, take $\delta>0$ , as in item (2), and suppose that $x,y\in X$ satisfy $\|L^{n}(x)-L^{n}(y)\|\leq \epsilon \|x\|$ for all $n\geq 0$ . If $x=0$ , then $\|x-y\|=0$ and hence $x=y$ . Therefore, we can assume that $x\neq 0$ . In such a case, $\|L^{n}({x}/{\|x\|})-L^{n}({y}/{\|x\|})\|\leq \epsilon $ for all $n\geq 0$ . Since $\|{x}/{\|x\|}\|=1$ , we get ${x}/{\|x\|}={y}/{\|x\|}$ and hence $x=y$ .
To prove Theorem 1.3, we need the following lemmas.
Lemma 2.2. Let T a semiflow of a metric space X and $x\in X$ be such that the map $t\in \mathbb {R}^{+}_{0}\mapsto T(t)x$ is continuous. If such a map is not injective in $[0,\Delta ]$ for every $\Delta>0$ , then $T(t)x=x$ for every $t\geq 0$ .
Proof. It follows from the hypothesis that there are sequences $0\leq t^{k}_{1}< t^{k}_{2}\leq {1}/k$ such that $T(t^{k}_{1})x=T(t^{k}_{2})x$ for every $k\in \mathbb {N}$ . Then, $T(t^{k}_{2}-t^{k}_{1})T(t^{k}_{1})x=T(t^{k}_{1})x$ and so
Now take any $t\geq 0$ . Since $t^{k}_{2}-t^{k}_{1}>0$ , there are sequences $n_{k}\in \mathbb {N}\cup \{0\}$ and $0\leq r_{k}\leq t^{k}_{2}-t^{k}_{1}$ such that $t=n_{k}(t^{k}_{2}-t^{k}_{1})+r_{k}$ for every $k\in \mathbb {N}$ . It follows that
Since $t\mapsto T(t)x$ is continuous, we get $T(t)x=x$ by letting $k\to \infty $ .
Lemma 2.3. The following properties are equivalent for every semigroup T of linear operators of a Banach space:
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(1) T is equicontinuous;
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(2) T is uniformly bounded.
Proof. Suppose that T is equicontinuous. Take $\unicode{x3bb}>0$ from this property for $\epsilon =1$ . If $x\in X$ and $\|x\|=1$ , then $\|\delta x\|=\delta $ so $\|T(t)\delta x\|\leq 1$ and thus $\|T(t)x\|\leq {1}/\delta $ for all $t\geq 0$ . Hence, $\|T(t)\|\leq {1}/\delta $ for all $t\geq 0$ proving that T is uniformly bounded. Conversely, suppose that T is uniformly bounded. Then, there is $M\geq 1$ with $\|T(t)\|\leq M$ for $t\geq 0$ . If $\epsilon>0$ is given and we take $\|x\|\leq \delta $ with $\delta ={\epsilon }/M$ , $\|T(t)x\|\leq M\|x\|\leq M\delta =\epsilon $ for $t\geq 0$ proving that T is equicontinuous.
Lemma 2.4. A semigroup of linear operators T of a Banach space X is positively expansive if and only if for every $\epsilon>0$ , there is $\delta>0$ such that if $x,y\in X$ with $\|x\|=1$ satisfies
for some continuous function $s:\mathbb {R}^{+}_{0}\to \mathbb {R}^{+}_{0}$ with $s(0)=0$ , then $y=T(t_{*})x$ or $x=T(t_{*})y$ for some $0\leq t_{*}\leq \epsilon $ .
To prove item (2) of Theorem 1.3, we will use the following lemma.
Lemma 2.5. Let T be a strongly continuous semigroup of linear operators with infinitesimal generator A of a Banach space X. If there is $\Delta>0$ such that $\rho (A)\supset (-\infty ,\Delta )$ and
then $(T(t))^{-1}$ exists and $\|(T(t))^{-1}\|\leq e^{-\Delta t}$ for all $t\geq 0$ .
Proof. The linear operator $B=\Delta I-A$ satisfies that the domain $D(B)=D(A)$ dense in X, that $\rho (B)\supset \mathbb {R}^{+}$ , and that $\|(\gamma I-B)^{-1}\|\leq {1}/\gamma $ for every $\gamma>0$ . It then follows from the Hille–Yosida theorem [Reference Pazy9] that there is a $C_{0}$ -semigroup of contractions $\hat {T}$ with infinitesimal generator $B=\Delta I-A$ . From this, we get
Then, $-A$ is the infinitesimal generator of the $C_{0}$ -semigroup $e^{-\Delta t}\hat {T}(t)$ . From this, we get that $T(t)$ is invertible with inverse $(T(t))^{-1}=e^{-\Delta t}\hat {T}(t)$ for all $t\geq 0$ (see the proof of Theorem 6.3 in [Reference Pazy9, p. 23]). Since $\hat {T}$ is a semigroup of contractions,
proving the lemma.
To deal with the example in the next section, we will use the following lemma.
Lemma 2.6. Let T be a $C_{0}$ -semigroup of linear operators of a Banach space. If there is $\Delta>0$ such that
then T is positively expansive.
Proof. Given $\epsilon>0$ , choose $0<\delta <1$ satisfying
Choose $x,y\in X$ satisfying
for some continuous function $s:\mathbb {R}^{+}_{0}\to \mathbb {R}^{+}_{0}$ with $s(0)=0$ . By Lemma 2.4, one can assume $\|x\|=1$ . We have to prove
By hypothesis, we have that $(T(t))^{-1}$ exists for every $t\geq 0$ . Then, T can be embedded into a group of linear operators (cf. [Reference Pazy9, Lemma 6.4]). For simplicity, we still denote this group by T.
Applying equations (2.3) and (2.1), we get
proving
Since $x\neq 0$ , this immediately implies $y\neq 0$ .
Let us prove that the map $t\in \mathbb {R}^{+}\mapsto s(t)-t$ is bounded.
Otherwise, $s(t_{n})-t_{n}\to \pm \infty $ as $n\to \infty $ for some sequence $t_{n}\to \infty $ . By equation (2.1), if $s(t_{n})-t_{n}\to \infty $ ,
whereas if $s(t_{n})-t_{n}\to -\infty $ ,
In any case, we contradict equation (2.4), therefore, $t\mapsto s(t)-t$ is bounded.
Next we prove that $s(t)-t$ converges as $t\to \infty $ .
Otherwise, it would exist $t^{1}, t^{2}\in \mathbb {R}$ with $t^{1}>t^{2}$ (say) such that $s(t^{i}_{k})-t^{i}_{k}\to t^{i}$ for some sequences $t^{i}_{k}\to \infty $ ( $i=1,2$ ). It follows that $T(t^{1})y=T(t^{2})y$ . However, then
for all $n\in \mathbb {N}$ by equation (2.5) and hence $y=0$ , again a contradiction. Then, $s(t)-t$ converges to $-t_{0}$ (say) as $t\to \infty $ .
It follows that $y=T(t_{0})x$ by equation (2.4).
To estimate $t_{0}$ , we replace $t=0$ in equation (2.3) to get
Since $\|x\|=1$ , we get
If $t_{0}\leq 0$ , $\|T(t_{0})x\|\leq e^{\Delta t_{0}}$ by equation (2.1). So, $1-\delta \leq e^{\Delta t_{0}}$ and thus ${\ln (1-\delta )}/{\Delta }\leq t_{0}\leq 0$ . Then, $t_{*}=-t_{0}$ satisfies $0\leq t_{*}\leq -{\ln (1-\delta )}/{\Delta }\leq \epsilon $ (by equation (2.2)) and
If $t_{0}\geq 0$ , $\|T(t_{0})x\|\geq e^{\Delta t_{0}}$ by equation (2.1) once more. So, $e^{\Delta t_{0}}\leq 1+\delta $ and thus $0\leq t_{0}\leq {\ln (1+\delta )}/\Delta $ . Then, $t_{*}=t_{0}$ satisfies $0\leq t_{*}\leq \epsilon $ (by equation (2.2)) and
This proves the result.
3 Proof of the theorems
Proof of Theorem 1.1
Suppose that L is positively expansive and let $\delta $ be given by the corresponding definition. If $x,y\in X$ , $\|x\|=1$ and $\|L^{n}(x)-L^{n}(y)\|\leq \epsilon $ for all $n\geq 0$ , then $x=y$ . Therefore, L satisfies the conclusion of the theorem by Lemma 2.1.
Conversely, suppose that L satisfies the conclusion of the theorem. Then, it satisfies item (1) of Lemma 2.1 and let $\delta $ be given by this item. Take $x\in X\setminus \{0\}$ such that $\sup _{n\geq 0}\|L^{n}(x)\|<\infty $ . Then, there is $0<K<\infty $ such that $\|L^{n}(x)\|\leq K$ for every $n\geq 0$ . Since
one has $({1}/{\|x\|}-{\delta }/{2K})x={x}/{\|x\|}$ by Lemma 2.1. Then, $({\delta }/{2K})x=0$ so $x=0$ , a contradiction. We conclude that $\sup _{n\geq 0}\|L^{n}(x)\|=\infty $ for every $x\in X\setminus \{0\}$ and so L is positively expansive by [Reference Bernardes, Cirilo, Darji, Messaoudi and Pujals1, Proposition 19, p. 806].
Proof of item (1) of Theorem 1.3
Suppose that T is positively expansive. Assume by contradiction that there is $\unicode{x3bb} \in \sigma _{p}(A)$ such that $\textrm{Re}(\unicode{x3bb} )\leq 0$ . Since $\unicode{x3bb} \in \sigma _{p}(A)$ , there is $x\in D(A)$ with $\|x\|=1$ such that $Ax=\unicode{x3bb} x$ . By [Reference Pazy9, Theorem 2.4], we have
proving $T(t)x=e^{\unicode{x3bb} t}x$ for $t\geq 0$ .
Now let $\delta>0$ be given by the definition of positive expansiveness for $\epsilon =1$ . We divide the proof in two parts depending on whether $\textrm{Re}(\unicode{x3bb} )<0$ or $\textrm{Re}(\unicode{x3bb} )=0$ .
If $\textrm{Re}(\unicode{x3bb} )<0$ , take $\alpha \in \mathbb {C}\setminus \{1\}$ with $|\alpha |=1$ such that $|1-\alpha |<\delta $ . Taking $s(t)=t$ , we get $s:\mathbb {R}^{+}_{0}\to \mathbb {R}^{+}_{0}$ continuous with $s(0)=0$ such that
It would follow that $T(t_{*})x=\alpha x$ or $T(t_{*})\alpha x=x$ and so $e^{\unicode{x3bb} t_{*}}x=\alpha x$ or $e^{\unicode{x3bb} t_{*}}\alpha x=x$ for some $0\leq t_{*}\leq 1$ . If $t_{*}=0$ , then $\alpha =1$ contradicting $\alpha \neq 1$ and if $t_{*}>0$ , we would have $1=|\alpha |=|e^{\unicode{x3bb} t_{*}}|=e^{\textrm{Re}(\unicode{x3bb} ) t_{*}}<1$ or $1=|\alpha e^{\unicode{x3bb} t_{*}}|=e^{\textrm{Re}(\unicode{x3bb} ) t_{*}}<1$ , again a contradiction.
If $\textrm{Re}(\unicode{x3bb} )=0$ , we take $\alpha \in \mathbb {C}$ with $|\alpha |>1$ such that $|1-\alpha |<\delta $ . As before, we take $s(t)=t$ to get
Hence, $e^{\unicode{x3bb} t_{*}}x=\alpha x$ or $e^{\unicode{x3bb} t_{*}}\alpha x=x$ for some $0\leq t_{*}\leq 1$ . In any case, we would have $|\alpha |=1$ , again a contradiction. Therefore, $\textrm{Re}(\unicode{x3bb} )>0$ for every $\unicode{x3bb} \in \sigma _{p}(A)$ .
Now we prove that T cannot be uniformly bounded. Suppose by contradiction that it is.
We claim that $T(t)x=x$ for every $x\in X$ and $t\geq 0$ . Otherwise, apply Lemma 2.2 to get $x\in X\setminus \{0\}$ and $\Delta>0$ such that $t\mapsto T(t)$ is injective in $[0,\Delta ]$ . Since X has dimension $\geq 2$ , the curve $T([0,\Delta ])x=\{T(t)x:0\leq t\leq \Delta\}$ is nowhere dense by invariance of domain.
Now take $\delta>0$ from the positive expansiveness of T for $\epsilon ={\Delta }/2$ . Let M from the uniform boundedness of T, $y\in X$ with $\|x-y\|\leq ({\delta }/{M})\|x\|$ , and $s:\mathbb {R}^{+}_{0}\to \mathbb {R}^{+}_{0}$ be defined by $s(t)=t$ for $t\geq 0$ . It follows that S is continuous, $S(0)=0$ , and
for every $t\geq 0$ . Then, $T(t_{*})x=y$ or $T(t_{*})y=x$ for some $0\leq t_{*}\leq \epsilon $ . However, $B(x({\delta }/M)\|x\|)\cap T([0,\Delta ])x$ is nowhere dense so there are $0<t_{a}\leq \epsilon $ , sequence $y_{k}\in B(x,({\delta }/{M})\|x\|)$ , and a sequence $0\leq t^{k}_{*}\leq \epsilon $ satisfying $T(t^{*}_{k})y_{k}=x$ for all $k\in \mathbb {N}$ and $y_{k}\to T(t_{a})x$ as $k\to \infty $ . By compactness, we can assume that $t^{k}_{*}\to \hat {t}$ for some $0\leq \hat {t} \leq \epsilon $ . Then,
concluding that $T(\hat {t}+t_{a})x=x$ . Since $0<\hat {t}+t_{a}\leq 2\epsilon =\Delta $ and $t\mapsto T(t)x$ is injective in $[0,\Delta ]$ , we get a contradiction. It follows that $T(t)x=x$ for every $t\geq 0$ and $x\in X$ , and so T cannot be expansive. This contradiction proves that T cannot be uniformly bounded and so it cannot be equicontinuous too by Lemma 2.3. Proposition 7.18 in [Reference Grosse-Erdmann and Manguillot6, p. 191] implies that T cannot be chaotic. This completes the proof of item (1).
4 An application
In this section, we give a short application of our main result. The Lasota (or van Foerster–Lasota) equation is the linear partial differential equation of the first order,
with initial condition
Here, $\unicode{x3bb} \in \mathbb {R}$ is a real parameter and v belongs to a certain space of functions defined on $\{x\geq 0\}$ . It has been used as a mathematical description of the red blood cells population. Its multidimensional version has been used to model the structured, segregated model of microbial growth [Reference Dawidowicz and Poskrobko3, Reference Lasota7].
The solution of equation (4.1) generates the semigroup
Here we will consider this semigroup in $C_{b}[0,\infty [\,$ , the space of continuous bounded functions $f:[0,\infty [\ \to \mathbb {R}$ endowed with the supremum norm. It is clear that T is strongly continuous in the space. We get the following facts.
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• If $\unicode{x3bb} <0$ , then $0$ is a global attractor of T.
-
• If $\unicode{x3bb} =0$ , the semigroup T is uniformly bounded and so it cannot be expansive (by item (1) of Theorem 1.3).
Now we deal with the case $\unicode{x3bb}>0$ .
Theorem 4.1. The semigroup T of $C_{b}[0,\infty [$ derived from the Lasota equation with parameter $\unicode{x3bb}>0$ is positively expansive.
Proof. Given $v\in C_{b}[0,\infty [\,$ , define
Since
and likewise $(T(t)\circ S(t))v(x)=v(x)$ for every $v\in C_{b}[0,\infty [$ and $x,t\geq 0$ , we have that $(T(t))^{-1}=S(t)$ .
Moreover,
so $\|(T(t))^{-1}\|\leq e^{-\unicode{x3bb} t}$ for every $t\geq 0$ . Then, T is positively expansive by Lemma 2.6.
Acknowledgements
The authors would like to thank the members of the dynamical system seminar group at the Department of Mathematics of the Chungnam National University, Daejeon, Republic of Korea, where this work was discussed. J.L. was partially supported by Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (NRF-2019R1A6A3A01091340). C.A.M. was partially supported by CNPq-Brazil and the NRF Brain Pool Grant funded by the Korea government No. 2020H1D3A2A01085417.