Skip to main content

New results for the upper bounds of the distance between adjacent zeros of first-order differential equations with several variable delays

Abstract

The distance between consecutive zeros of a first-order differential equation with several variable delays is studied. Here, we show that the distribution of zeros of differential equations with variable delays is not an easy extension of the case of constant delays. We obtain new upper bounds for the distance between zeros of all solutions of a differential equation with several delays, which extend and improve some existing results. Two illustrative examples are given to show the advantages of the proposed results over the known ones.

1 Introduction

Consider the differential equation with several variable delays

$$ x'(t)+\sum_{j=1}^{n} a_{j}(t) x \bigl(g_{j}(t) \bigr)=0,\quad t\geq t_{0}, $$
(1)

where \(a_{j}, g_{j} \in C([t_{0},\infty ),[0,\infty ))\), \(g_{j}(t)\) is a strictly increasing function such that \(g_{j}(t)\leq t\), \(\lim_{t\rightarrow \infty } g_{j}(t)=\infty \), \(j=1,2,\ldots,n\). We make use of the following notation:

$$ h_{i}(t)=\max_{1 \leq j \leq i} g_{j}(t), \qquad w_{i}(t)= \min_{1 \leq j \leq i} g_{j}(t), \quad i=1,2,\dots , n.$$

Therefore,

$$ h_{j}^{-k}(t) \geq h_{i}^{-k}(t) \quad \text{and} \quad w_{j}^{-k}(t) \leq w_{i}^{-k}(t), \quad i \geq j, i,j=1,2,\dots ,n, k=1,2, \dots , $$

where \(h_{j}^{-1}(t)\) and \(w_{j}^{-1}(t)\) are the inverse of the functions \(h_{j}(t)\) and \(w_{j}(t)\), \(j=1,2,\dots ,n\).

Consequently,

$$ \max_{1 \leq j \leq i} w_{j}^{-k}(t)=w_{i}^{-k}(t) \quad \text{and} \quad \max_{1 \leq j \leq i} h_{j}^{-k}(t)=h_{1}^{-k}(t), \quad i=1,2,\dots ,n, k=1,2,\dots . $$

Let \(t^{*} \geq t_{0}\) and \(x(t)\) be a continuous function on \([t^{*},\infty )\). The function \(x(t)\) is said to be a solution of Eq. (1) on \([t^{*},\infty )\) if \(x(t)\) is continuously differentiable on \([w^{-1}_{n}(t^{*}),\infty )\) and satisfying Eq. (1) for \(t\geq w^{-1}_{n}(t^{*}) \). Any solution of Eq. (1) is called oscillatory if it has arbitrarily large zeros; otherwise, it is called nonoscillatory. Equation (1) is called oscillatory if all its solutions are oscillatory; otherwise, it is called nonoscillatory.

The oscillation theory of delay differential equations has received a great deal of attention in recent years; see the monographs [1, 2, 13–15] and the papers [3–12, 16–27] for more details. Many efforts have been made to establish sufficient and/or necessary oscillation criteria for Eq. (1); see [1, 3, 9, 11, 13, 15, 17]. In oscillation theory, the distribution of zeros of delay differential equations has always been an important problem. In this topic, not only is the existence of zeros demonstrated, but efforts are also being made to determine their locations. In fact, the study of the distribution of zeros raises many challenges. This explains the few studies that concern the distance between zeros compared to the oscillation.

Many upper bounds for the distance between consecutive zeros of the delay differential equations

$$ x'(t)+ a(t) x(t-\sigma )=0,\quad t\geq t_{0}, $$
(2)

and

$$ x'(t)+ a(t) x \bigl(g(t) \bigr)=0,\quad t\geq t_{0}, $$
(3)

where \(\sigma >0\), \(a, g \in C([t_{0},\infty ),[0,\infty ))\), \(g(t)\) is a strictly increasing function such that \(\lim_{t\rightarrow \infty } g(t)=\infty \), have been obtained by [6–11, 17, 18, 20–27]. Further, some results concerning the lower bounds for the distance between consecutive zeros of all solutions of Eqs. (2) and (3) were investigated in [6–10, 17]. For example, Barr [6] showed that the lower bound of the distance between zeros of an oscillatory solution of Eq. (3) goes to infinity when \(t-g(t)\) is not bounded. Therefore, we will restrict our attention to the case when \(t-g_{j}(t)< \infty \), \(j=1,2,\dots ,n\). In this work, we obtain new upper bounds for the distance between consecutive zeros of all solutions of Eq. (1), which would improve the above-mentioned ones. We conclude by providing two illustrative examples to show the applicability and importance of some of our findings.

2 Main results

Let \(t_{1} \geq t_{0}\) and \(D_{t_{1}}(x)\) be the upper bound of the distance between consecutive zeros of all solutions of Eq. (1) on the interval \([t_{1}, \infty )\). Throughout this paper, it is assumed that

$$ \sup_{t \geq t_{1}} \bigl\{ t-g_{j}(t) \bigr\} < \infty \quad \text{for }j=1,2,\dots ,n. $$

Let \(r\in \{1,2,\ldots,n\}\) and the sequence \(\{R^{k}(\eta _{r})\}_{k\geq 0}\) be defined by \(R^{0}(\eta _{r})=1\) and

$$ \begin{aligned} &R^{1}(\eta _{r})=\frac{1}{1-\eta _{r}}, \\ &R^{k}(\eta _{r})= \frac{1}{1-\eta _{r}-\frac{1}{2}\eta _{r}^{2} R^{k-1}(\eta _{r})}, \quad k=2,3, \dots , \end{aligned} $$
(4)

where

$$ \int _{h_{r}(t)}^{t} \sum _{j=1}^{r} a_{j}(s) \,ds \geq \eta _{r} \quad \text{for } t\geq h^{-1}_{r}(t_{1}). $$

Lemma 2.1

Let \(k\in \mathbb{N}_{0}\), \(r\in \{1,2,\ldots,n\}\) and \(x(t)\) be a solution of Eq. (1) such that \(x(t)>0\) on \([T_{0}, T_{1}]\), \(T_{0}\geq t_{1}\), \(T_{1}\geq h_{r}^{-1}( w^{-k}_{r}(w^{-1}_{n} (T_{0})))\). Then

$$ \frac{x(h_{r}(t)) }{x(t)} \geq R^{k}(\eta _{r}) \quad \textit{for }t\in \bigl[h_{r}^{-(k-1)} \bigl( w^{-k}_{r} \bigl(w^{-1}_{n} (T_{0}) \bigr) \bigr), T_{1} \bigr], $$
(5)

where \(w^{0}_{r}(T_{0})=T_{0}\).

Proof

Since \(x(t)>0\) on \([T_{0}, T_{1}]\), it follows from Eq. (1) that \(x'(t)\leq 0\) on \([w^{-1}_{n} (T_{0}), T_{1}]\), and hence

$$ \frac{x(h_{r}(t)) }{x(t)} \geq 1=R^{0}(\eta _{r}) \quad \text{for }t\in \bigl[h_{r}^{-1} \bigl(w^{-1}_{n} (T_{0}) \bigr), T_{1} \bigr]. $$

In view of Eq. (1) and the positivity of \(x(t)\) on \([T_{0}, T_{1}]\), we have

$$ x'(t)+\sum_{j=1}^{r} a_{j}(t) x \bigl(g_{j}(t) \bigr) \leq 0 \quad \text{for }t\in \bigl[ w^{-1}_{n} (T_{0}), T_{1} \bigr]. $$
(6)

Integrating from \(h_{r}(t)\) to t, we get

$$ x(t)-x \bigl(h_{r}(t) \bigr)+ \int _{h_{r}(t)}^{t} \sum _{j=1}^{r} a_{j}(s) x \bigl(g_{j}(s) \bigr) \,ds \leq 0\quad \text{for }t\in \bigl[h_{r}^{-1} \bigl(w^{-1}_{n} (T_{0}) \bigr), T_{1} \bigr]. $$
(7)

Since \(h_{r}(t)\geq g_{j}(t)\), so \(h_{r}(t)\geq g_{j}(s)\) for \(h_{r}(t) \leq s\leq t\), \(j=1,2,\dots ,r\), it follows from (6) that

$$ x \bigl(g_{j}(s) \bigr) \geq x \bigl(h_{r}(t) \bigr)+ \int _{g_{j}(s)}^{h_{r}(t)} \sum _{j_{1}=1}^{r} a_{j_{1}}(s_{1}) x \bigl(g_{j_{1}}(s_{1}) \bigr) \,ds _{1}, \quad t\in \bigl[h_{r}^{-1} \bigl(w^{-1}_{r} \bigl(w^{-1}_{n}(T_{0}) \bigr) \bigr), T_{1} \bigr]. $$

Substituting into (7), we obtain

$$ \begin{aligned}[b] &x(t)-x \bigl(h_{r}(t) \bigr)+x \bigl(h_{r}(t) \bigr) \int _{h_{r}(t)}^{t} \sum _{j=1}^{r} a_{j}(s) \,ds \\ &\quad {}+ \int _{h_{r}(t)}^{t} \sum _{j=1}^{r} a_{j}(s) \int _{g_{j}(s)}^{h_{r}(t)} \sum _{j_{1}=1}^{r} a_{j_{1}}(s_{1}) x \bigl(g_{j_{1}}(s_{1}) \bigr) \,ds _{1} \,ds \leq 0 \end{aligned} $$
(8)

for \(t\in [h_{r}^{-1}(w^{-1}_{r} (w^{-1}_{n}(T_{0}))), T_{1}]\). Therefore,

$$ x(t)-x \bigl(h_{r}(t) \bigr)+x \bigl(h_{r}(t) \bigr) \int _{h_{r}(t)}^{t} \sum _{j=1}^{r} a_{j}(s) \,ds \leq 0 \quad \text{for }t\in \bigl[h_{r}^{-1} \bigl(w^{-1}_{r} \bigl(w^{-1}_{n}(T_{0}) \bigr) \bigr), T_{1} \bigr]. $$

That is,

$$ \begin{aligned}[b] \frac{x(h_{r}(t))}{x(t)}&\geq \frac{1}{1-\int _{h_{r}(t)}^{t} \sum_{j=1}^{r} a_{j}(s) \,ds } \geq \frac{1}{1-\eta _{r}} \\ &=R^{1}(\eta _{r}) \quad \text{for }t\in \bigl[h_{r}^{-1} \bigl(w^{-1}_{r} \bigl(w^{-1}_{n}(T_{0}) \bigr) \bigr), T_{1} \bigr]. \end{aligned} $$
(9)

Also, since \(h_{r}^{2}(t)\geq g_{j_{1}}(s_{1})\) for \(h_{r}(t) \leq s\leq t\), \(g_{j}(s) \leq s_{1}\leq h_{r}(t)\), \(j,j_{1}=1,2,\dots ,r\). Then

$$ x \bigl(g_{j_{1}}(s_{1}) \bigr) \geq x \bigl(h_{r}^{2}(t) \bigr)+ \int _{g_{j_{1}}(s_{1})}^{h_{r}^{2}(t)} \sum _{j_{2}=1}^{r} a_{j_{2}}(s_{2}) x \bigl(g_{j_{2}}(s_{2}) \bigr) \,ds _{2}, \quad g_{j_{1}}(s_{1}) \leq s_{2}\leq h_{r}^{2}(t) $$

for \(t\in [h_{r}^{-1}(w^{-2}_{r} (w^{-1}_{n}(T_{0}))), T_{1}]\). From this and (8), it follows that

$$\begin{aligned} &x(t)-x \bigl(h_{r}(t) \bigr)+x \bigl(h_{r}(t) \bigr) \int _{h_{r}(t)}^{t} \sum _{j=1}^{r} a_{j}(s) \,ds \\ &\quad{}+x \bigl(h_{r}^{2}(t) \bigr) \int _{h_{r}(t)}^{t} \sum _{j=1}^{r} a_{j}(s) \int _{g_{j}(s)}^{h_{r}(t)} \sum _{j_{1}=1}^{r} a_{j_{1}}(s_{1}) \,ds _{1} \,ds \\ &\quad{} + \int _{h_{r}(t)}^{t} \sum _{j=1}^{r} a_{j}(s) \int _{g_{j}(s)}^{h_{r}(t)} \sum _{j_{1}=1}^{r} a_{j_{1}}(s_{1}) \int _{g_{j_{1}}(s_{1})}^{h_{r}^{2}(t)} \sum _{j_{2}=1}^{r} a_{j_{2}}(s_{2}) x \bigl(g_{j_{2}}(s_{2}) \bigr) \,ds _{2} \,ds _{1} \,ds \leq 0 \end{aligned}$$
(10)

for \(t\in [h_{r}^{-1}(w^{-2}_{r} (w^{-1}_{n}(T_{0}))), T_{1}]\). Using the positivity of \(x(t)\) on \([T_{0}, T_{1}]\), we have

$$\begin{aligned} &x(t)-x \bigl(h_{r}(t) \bigr)+x \bigl(h_{r}(t) \bigr) \int _{h_{r}(t)}^{t} \sum _{j=1}^{r} a_{j}(s) \,ds \\ &\quad{}+x \bigl(h_{r}^{2}(t) \bigr) \int _{h_{r}(t)}^{t} \sum _{j=1}^{r} a_{j}(s) \int _{g_{j}(s)}^{h_{r}(t)} \sum _{j_{1}=1}^{r} a_{j_{1}}(s_{1}) \,ds _{1} \,ds \leq 0 \end{aligned}$$

for \(t\in [h_{r}^{-1}(w^{-2}_{r} (w^{-1}_{n}(T_{0}))), T_{1}]\). Therefore,

$$ \frac{x(h_{r}(t))}{x(t)}\geq \frac{1}{1-\int _{h_{r}(t)}^{t} \sum_{j=1}^{r} a_{j}(s) \,ds -\frac{x(h_{r}^{2}(t))}{x(h_{r}(t))}\int _{h_{r}(t)}^{t} \sum_{j=1}^{r} a_{j}(s) \int _{g_{j}(s)}^{h_{r}(t)} \sum_{j_{1}=1}^{r} a_{j_{1}}(s_{1})\,ds _{1} \,ds } $$
(11)

for \(t\in [h_{r}^{-1}(w^{-2}_{r} (w^{-1}_{n}(T_{0}))), T_{1}]\). Clearly,

$$\begin{aligned} \int _{h_{r}(t)}^{t} \sum _{j=1}^{r} a_{j}(s) \int _{g_{j}(s)}^{h_{r}(t)} \sum _{j_{1}=1}^{r} a_{j_{1}}(s_{1}) \,ds _{1} \,ds & \geq \int _{h_{r}(t)}^{ \bar{t}} \sum _{j=1}^{r} a_{j}(s) \int _{g_{j}(s)}^{s} \sum _{j_{1}=1}^{r} a_{j_{1}}(s_{1}) \,ds _{1} \,ds \\ &\quad{} - \int _{h_{r}(t)}^{\bar{t}} \sum _{j=1}^{r} a_{j}(s) \int _{h_{r}(t)}^{s} \sum _{j_{1}=1}^{r} a_{j_{1}}(s_{1}) \,ds _{1} \,ds \\ & \geq \eta _{r}^{2}- \int _{h_{r}(t)}^{\bar{t}} \sum _{j=1}^{r} a_{j}(s) \int _{h_{r}(t)}^{s} \sum _{j_{1}=1}^{r} a_{j_{1}}(s_{1}) \,ds _{1} \,ds , \end{aligned}$$
(12)

where \(\bar{t} \in (h_{r}(t), t]\) such that \(\int _{h_{r}(t)}^{\bar{t}} \sum_{j=1}^{r} a_{j}(s) \,ds =\eta _{r}\). It is easy to see that (see [13, Lemma 2.1.3])

$$ \int _{h_{r}(t)}^{\bar{t}} \sum _{j=1}^{r} a_{j}(s) \int _{h_{r}(t)}^{s} \sum _{j_{1}=1}^{r} a_{j_{1}}(s_{1}) \,ds _{1} \,ds = \frac{1}{2} \Biggl( \int _{h_{r}(t)}^{\bar{t}} \sum _{j=1}^{r} a_{j}(s) \,ds \Biggr)^{2}= \frac{1}{2} \eta _{r}^{2}. $$

From this and (12), we get

$$ \int _{h_{r}(t)}^{t} \sum _{j=1}^{r} a_{j}(s) \int _{g_{j}(s)}^{h_{r}(t)} \sum _{j_{1}=1}^{r} a_{j_{1}}(s_{1}) \,ds _{1} \,ds \geq \frac{1}{2} \eta _{r}^{2}. $$

Substituting into (11), we have

$$ \frac{x(h_{r}(t))}{x(t)}\geq \frac{1}{1-\eta _{r}-\frac{1}{2}\eta _{r}^{2} \frac{x(h_{r}^{2}(t))}{x(h_{r}(t))}} \quad \text{for }t\in \bigl[h_{r}^{-1} \bigl(w^{-2}_{r} \bigl(w^{-1}_{n}(T_{0}) \bigr) \bigr), T_{1} \bigr]. $$
(13)

In view of (9), we have

$$ \frac{x(h^{2}_{r}(t))}{x(h_{r}(t))}\geq R^{1}(\eta _{r}) \quad \text{for }t\in \bigl[h_{r}^{-2} \bigl(w^{-1}_{r} \bigl(w^{-1}_{n}(T_{0}) \bigr) \bigr), T_{1} \bigr]. $$

This together with (13) implies that

$$ \frac{x(h_{r}(t))}{x(t)}\geq \frac{1}{1-\eta _{r}-\frac{1}{2}\eta _{r}^{2} R^{1}(\eta _{r})}= R^{2}( \eta _{r})\quad \text{for }t\in \bigl[h_{r}^{-1} \bigl(w^{-2}_{r} \bigl(w^{-1}_{n}(T_{0}) \bigr) \bigr), T_{1} \bigr]. $$

Therefore,

$$ \frac{x(h^{2}_{r}(t))}{x(h_{r}(t))}\geq R^{2}(\eta _{r}) \quad \text{for }t\in \bigl[h_{r}^{-2} \bigl(w^{-2}_{r} \bigl(w^{-1}_{n}(T_{0}) \bigr) \bigr), T_{1} \bigr]. $$

From this and (13), we get

$$ \frac{x(h_{r}(t))}{x(t)}\geq \frac{1}{1-\eta _{r}-\frac{1}{2}\eta _{r}^{2} R^{2}(\eta _{r})}= R^{3}( \eta _{r}) $$

for \(t\in [h_{r}^{-1}(w^{-3}_{r} (w^{-1}_{n}(T_{0}))), T_{1}] \subseteq [h_{r}^{-2}(w^{-2}_{r} (w^{-1}_{n}(T_{0}))), T_{1}]\).

Repeating this procedure k times, we obtain (5). The proof is complete. □

Let \(r\in \{1,2,\dots ,n\}\) and the sequence \(\{B_{j,r}^{i}(s,t)\}_{i\geq 1}\), \(j=1,2,\dots ,r\), be defined by

$$\begin{aligned}& B_{j,r}^{1}(s,t) = a_{j}(s), \quad h_{r}(t) \leq s \leq t \text{ for }t \geq w^{-1}_{r} (t_{1}) \\& B_{j,r}^{i}(s,t) = a_{j}(s) \int _{g_{j}(s)}^{h_{r}(t)} \sum _{j_{1}=1}^{r} B_{j_{1},r}^{i-1} \bigl(s_{1},h_{r}(t) \bigr) \,ds _{1}, \quad h_{r}(t) \leq s \leq t, i=2,3,\dots \end{aligned}$$

for \(t \geq w^{-i}_{r} (t_{1})\).

Theorem 2.1

Assume that \(k\in \mathbb{N}\) and \(r\in \{1,2,\ldots,n\}\). If

$$ \sum_{i=1}^{k} \prod _{j=2}^{i} R^{k+1-j}(\eta _{r}) \int _{h_{r}(t)}^{t} \sum _{j=1}^{r} B_{j,r}^{i} \bigl(s,h_{r}(t) \bigr) \,ds \geq 1 \quad \textit{for all } t \geq w^{-k-1}_{r} (t_{1}), $$

then Eq. (1) oscillates and \(D_{t_{1}}(x)\leq \sup_{t \geq t_{1}} \{ h_{r}^{-1}( w^{-k}_{r}(w^{-1}_{n} (t)))-t\}\).

Proof

Suppose the contrary, let \(x(t)\) be a positive solution of Eq. (1) on \([T_{0}, T_{1}]\), \(T_{0} \geq t_{1}\), \(T_{1} > h_{r}^{-1}( w^{-k}_{r}(w^{-1}_{n} (T_{0})))\). Using a similar argument as in the proof of Lemma 2.1, we obtain (10). That is,

$$\begin{aligned} &x(t)-x \bigl(h_{r}(t) \bigr)+\sum_{i=1}^{2} x \bigl(h_{r}^{i}(t) \bigr) \int _{h_{r}(t)}^{t} \sum _{j=1}^{r} B_{j,r}^{i} \bigl(s,h_{r}(t) \bigr) \,ds \\ &\quad{} + \int _{h_{r}(t)}^{t} \sum _{j=1}^{r} a_{j}(s) \int _{g_{j}(s)}^{h_{r}(t)} \sum _{j_{1}=1}^{r} a_{j_{1}}(s_{1}) \int _{g_{j_{1}}(s_{1})}^{h_{r}^{2}(t)} \sum _{j_{2}=1}^{r} a_{j_{2}}(s_{2}) x \bigl(g_{j_{2}}(s_{2}) \bigr) \,ds _{2} \,ds _{1} \,ds \leq 0, \end{aligned}$$

for \(t\in [h_{r}^{-1}(w^{-2}_{r} (w^{-1}_{n}(T_{0}))), T_{1}]\), where \(h_{r}^{1}(t)=h_{r}(t)\). It follows that

$$ x(t)-x \bigl(h_{r}(t) \bigr)+\sum_{i=1}^{2} \int _{h_{r}(t)}^{t} x \bigl(h_{r}^{i}(t) \bigr) \sum_{j=1}^{r} B_{j,r}^{i} \bigl(s,h_{r}(t) \bigr) \,ds \leq 0 $$

for \(t\in [h_{r}^{-1}(w^{-2}_{r} (w^{-1}_{n}(T_{0}))), T_{1}]\). By repeating this argument k times, we get

$$ x(t)-x \bigl(h_{r}(t) \bigr)+\sum _{i=1}^{k} \int _{h_{r}(t)}^{t} x \bigl(h_{r}^{i}(t) \bigr) \sum_{j=1}^{r} B_{j,r}^{i} \bigl(s,h_{r}(t) \bigr) \,ds \leq 0 $$
(14)

for \(t\in [h_{r}^{-1}(w^{-k}_{r} (w^{-1}_{n}(T_{0}))), T_{1}]\). Since

$$ x \bigl(h_{r}^{i}(t) \bigr)= \Biggl(\prod _{j=2}^{i} \frac{x(h_{r}^{j}(t))}{x(h_{r}^{j-1}(t))} \Biggr) x \bigl(h_{r}(t) \bigr), \quad i=1,2,\dots . $$

By using (5) and the fact that

$$ h_{r}^{j-1}(t)\in \bigl[h_{r}^{-1} \bigl(w^{-k+(j-1)}_{r} \bigl(w^{-1}_{n}(T_{0}) \bigr)\bigr), T_{1} \bigr] $$

for \(t\in [h_{r}^{-1}(w^{-k}_{r} (w^{-1}_{n}(T_{0}))), T_{1} ]\), we obtain

$$ \frac{x(h_{r}^{j}(t))}{x(h_{r}^{j-1}(t))} \geq R^{k+1-j}(\eta _{r}) \quad \text{for }t\in \bigl[h_{r}^{-1} \bigl( w^{-k}_{r} \bigl(w^{-1}_{n} (T_{0}) \bigr) \bigr), T_{1} \bigr]. $$

Then

$$ x \bigl(h_{r}^{i}(t) \bigr)\geq \Biggl(\prod _{j=2}^{i} R^{k+1-j}(\eta _{r}) \Biggr) x \bigl(h_{r}(t) \bigr), \quad i=1,2, \dots . $$

Substituting into (14), we get

$$ x(t)-x \bigl(h_{r}(t) \bigr)+x \bigl(h_{r}(t) \bigr) \sum_{i=1}^{k} \prod _{j=2}^{i} R^{k+1-j}( \eta _{r}) \int _{h_{r}(t)}^{t} \sum _{j=1}^{r} B_{j,r}^{i} \bigl(s,h_{r}(t) \bigr) \,ds \leq 0 $$

for \(t\in [h_{r}^{-1}( w^{-k}_{r}(w^{-1}_{n} (T_{0}))), T_{1}]\), that is,

$$ x(t)+ \Biggl(\sum_{i=1}^{k} \prod _{j=2}^{i} R^{k+1-j}(\eta _{r}) \int _{h_{r}(t)}^{t} \sum _{j=1}^{r} B_{j,r}^{i} \bigl(s,h_{r}(t) \bigr) \,ds -1 \Biggr)x \bigl(h_{r}(t) \bigr) \leq 0 $$

for \(t\in [h_{r}^{-1}( w^{-k}_{r}(w^{-1}_{n} (T_{0}))), T_{1}]\). This contradiction completes the proof. □

Theorem 2.2

Assume that \(k\in \mathbb{N}_{0}\). If

$$ \prod_{i=1}^{n} \Biggl(\prod_{j=1}^{n} \int _{h_{i}(t)}^{t} a_{j}(s) { \mathrm{e}}^{\int _{g_{j}(s)}^{h_{j}(t)} \sum _{j_{1}=1}^{n} R^{k}(\eta _{j_{1}}) a_{j_{1}}(s_{1}) \,ds _{1} } \,ds \Biggr)^{\frac{1}{n}}\geq \frac{1}{n^{n}} \quad \textit{for }t \geq h_{1}^{-1} \bigl(w_{n}^{-1}(t_{1}) \bigr), $$
(15)

then Eq. (1) oscillates and \(D_{t_{1}}(x)\leq \sup_{t \geq t_{1}} \{h_{1}^{-2}(w^{-(k+2)}_{n} (t)) -t\}\).

Proof

Assume that \(x(t)\) is a solution of Eq. (1) such that \(x(t)>0\) on \([T_{0}, T_{1}]\), \(T_{0} \geq t_{1}\), \(T_{0} > h_{1}^{-2}(w^{-(k+2)}_{n} (T_{1}))\). Integrating Eq. (1) from \(h_{i}(t)\) to t, \(i=1,2,\dots ,n\), we get

$$ x(t)-x \bigl(h_{i}(t) \bigr)+ \int _{h_{i}(t)}^{t} \sum _{j=1}^{n} a_{j}(s) x \bigl(g_{j}(s) \bigr) \,ds = 0\quad \text{for }t\in \bigl[h_{1}^{-1} \bigl(w^{-1}_{n} (T_{0}) \bigr), T_{1} \bigr]. $$
(16)

It follows from Eq. (1) and \(h_{j}(t) \geq g_{j}(s)\), \(h_{i}(t) \leq s \leq t\), \(j=1,2,\dots ,n\), that

$$ x \bigl(g_{j}(s) \bigr) = x \bigl(h_{j}(t) \bigr) { \mathrm{e}}^{\int _{g_{j}(s)}^{h_{j}(t)} \sum _{j=1}^{n} a_{j}(s_{1}) \frac{x(g_{j}(s_{1}))}{x(s_{1})} \,ds _{1} }. $$

Substituting into Eq. (16), we get

$$ \begin{aligned}[b] &x(t)-x \bigl(h_{i}(t) \bigr)+ \sum _{j=1}^{n} x \bigl(h_{j}(t) \bigr) \int _{h_{i}(t)}^{t} a_{j}(s) { \mathrm{e}}^{\int _{g_{j}(s)}^{h_{j}(t)} \sum _{j_{1}=1}^{n} a_{j_{1}}(s_{1}) \frac{x(g_{j_{1}}(s_{1}))}{x(s_{1})} \,ds _{1} } \,ds= 0 \\ &\quad \text{for }t\in \bigl[h_{1}^{-1} \bigl(w^{-2}_{n} (T_{0}) \bigr), T_{1} \bigr]. \end{aligned} $$
(17)

By using (5), we have

$$ \frac{x(h_{j}(s_{1}))}{x(s_{1})} \geq \frac{x(g_{j}(s_{1}))}{x(s_{1})} \geq R^{k}(\eta _{j}),\quad g_{j}(s) \leq s_{1} \leq h_{j}(t), h_{i}(t) \leq s \leq t, i,j=1,2, \dots ,n, $$

for \(t\in [h_{j}^{-1}(w^{-1}_{j}(h_{j}^{-1}( w^{-k}_{j}(w^{-1}_{n} (T_{0}))))), T_{1}]\subseteq [h_{j}^{-2}( w^{-(k+1)}_{j}(w^{-1}_{n} (T_{0}))), T_{1}]\). This together with (17) leads to

$$\begin{aligned} &x(t)-x \bigl(h_{i}(t) \bigr)+ \sum _{j=1}^{n} x \bigl(h_{j}(t) \bigr) \int _{h_{i}(t)}^{t} a_{j}(s) { \mathrm{e}}^{\int _{g_{j}(s)}^{h_{j}(t)} \sum _{j_{1}=1}^{n} a_{j_{1}}(s_{1}) R^{k}(\eta _{j_{1}}) \,ds _{1}} \,ds\leq 0 \\ &\quad \text{for }t\in \bigl[h_{1}^{-2} \bigl(w^{-(k+2)}_{n} (T_{0}) \bigr), T_{1} \bigr]. \end{aligned}$$

That is,

$$\begin{aligned} &x \bigl(h_{i}(t) \bigr) > \sum _{j=1}^{n} x \bigl(h_{j}(t) \bigr) \int _{h_{i}(t)}^{t} a_{j}(s) { \mathrm{e}}^{\int _{g_{j}(s)}^{h_{j}(t)} \sum _{j_{1}=1}^{n} a_{j_{1}}(s_{1}) R^{k}(\eta _{j_{1}}) \,ds _{1}} \,ds \\ &\quad \text{for }t\in \bigl[h_{1}^{-2} \bigl(w^{-(k+2)}_{n} (T_{0}) \bigr), T_{1} \bigr]. \end{aligned}$$

By using the arithmetic–geometric mean, we obtain

$$ x \bigl(h_{i}(t) \bigr) > n \Biggl(\prod _{j=1}^{n} x \bigl(h_{j}(t) \bigr) \Biggr)^{ \frac{1}{n}} \Biggl(\prod_{j=1}^{n} \int _{h_{i}(t)}^{t} a_{j}(s) { \mathrm{e}}^{\int _{g_{j}(s)}^{h_{j}(t)} \sum _{j_{1}=1}^{n} a_{j_{1}}(s_{1}) R^{k}(\eta _{j_{1}}) \,ds _{1} } \,ds \Biggr)^{\frac{1}{n}} $$

for \(t\in [h_{1}^{-2}(w^{-(k+2)}_{n} (T_{0})), T_{1} ]\). Taking the product of both sides

$$ \prod_{j=1}^{n} x \bigl(h_{j}(t) \bigr) > n^{n} \Biggl(\prod _{j=1}^{n} x \bigl(h_{j}(t) \bigr) \Biggr) \prod_{i=1}^{n} \Biggl(\prod _{j=1}^{n} \int _{h_{i}(t)}^{t} a_{j}(s) { \mathrm{e}}^{\int _{g_{j}(s)}^{h_{j}(t)} \sum _{j_{1}=1}^{n} a_{j_{1}}(s_{1}) R^{k}(\eta _{j_{1}}) \,ds _{1}} \,ds \Biggr)^{\frac{1}{n}} $$

for \(t\in [h_{1}^{-2}(w^{-(k+2)}_{n} (T_{0})), T_{1} ]\). Therefore,

$$ \prod_{i=1}^{n} \Biggl(\prod _{j=1}^{n} \int _{h_{i}(t)}^{t} a_{j}(s) { \mathrm{e}}^{\int _{g_{j}(s)}^{h_{j}(t)} \sum _{j_{1}=1}^{n} a_{j_{1}}(s_{1}) R^{k}(\eta _{j_{1}}) \,ds _{1}} \,ds \Biggr)^{\frac{1}{n}}< { \frac{1}{n^{n}}} \quad \text{for }t\in \bigl[h_{1}^{-2} \bigl(w^{-(k+2)}_{n} (T_{0}) \bigr), T_{1} \bigr], $$

which contradicts (15). The proof is complete. □

Remark 2.1

  1. (i)

    It should be noted that \(w^{-1}_{n}(t)-t<\infty \) when \(\sup_{t \geq t_{1}} \{t-g_{j}(t)\}<\infty \) for \(j=1,2,\dots ,n\). Therefore, all upper bounds of the distance between zeros of all solutions of Eq. (1) obtained in this work are bounded. For example,

    $$\begin{aligned} \begin{aligned} h_{r}^{-1} \bigl( w^{-k}_{r} \bigl(w^{-1}_{n} (t) \bigr) \bigr)-t & \leq w^{-(k+2)}_{n}(t)-t \\ & = w^{-1}_{n} \bigl(w_{n}^{-(k+1)} \bigr)-w_{n}^{-(k+1)}(t)+w_{n}^{-(k+1)}(t)- \cdots +w^{-1}_{n}(t)-t \\ &< \infty . \end{aligned} \end{aligned}$$
  2. (ii)

    Since

    $$ R^{k}(d) \geq f_{k}(d), \quad k=0,1,\dots , $$

    for some values of d, where

    $$ \int _{h_{n}(t)}^{t} \sum _{j=1}^{n} a_{j}(s) \,ds \geq d \quad \text{for } t\geq h^{-1}_{n}(t_{1}), $$

    and the sequence \(\{R^{k}(d)\}_{k\geq 1 }\) is defined by (4), and

    $$ f_{0}(d)=1, \qquad f_{1}(d)=\frac{1}{1-d}, \qquad f_{k}(d)= \frac{f_{k-2}(d)}{f_{k-2}(d)+1-{\mathrm{e}}^{d f_{k-2}(d)}},\quad k=2,3, \dots. $$

    Then, by using a similar argument as in the proof of Lemma 2.1, we can improve [11, Lemma 2.4] and consequently all results that use it, as [11, Theorem 2.23].

3 Numerical examples

This section is devoted to validating the main theoretical findings through several examples. We first begin with the following example:

Example 3.1

Consider the differential equation with multiple delays

$$ x'(t)+a_{1}(t) x \bigl(g_{1}(t) \bigr)+ a_{2}(t) x \bigl(g_{2}(t) \bigr)=0, \quad t \geq 3, $$
(18)

where \(a_{1}(t)=\mu \), \(a_{2}(t)=\rho \), \(\mu , \rho >0\),

$$ g_{1}(t)= \textstyle\begin{cases} t-2 &\text{if } t\in [3i, 3i+1], \\ \frac{1}{4} (5t-3i-9 ) &\text{if } t\in [3i+1, 3i+2], \\ \frac{1}{4} (3t+3i-5 ) &\text{if } t\in [3i+2, 3i+3], \end{cases}\displaystyle \quad i \in \mathbb{N}, $$

\(g_{2}(t)=t-\frac{1}{4}\). Clearly,

$$ t-2\leq g_{1}(t) \leq t-\frac{7}{4}.$$

Since \(h_{1}(t)=g_{1}(t)\) and \(h_{2}(t)=g_{2}(t)\), so \(w_{1}(t)=g_{1}(t)\) and \(w_{2}(t)=\min_{1 \leq j \leq 2} g_{j}(t)=g_{1}(t)\). It follows that

$$ \max_{1 \leq j \leq 2} w_{j}^{-i}(t)=w_{2}^{-i}(t) \leq t+2 i. $$

Let

$$ I(t)=\prod_{i=1}^{2} \Biggl(\prod _{j=1}^{2} \int _{h_{i}(t)}^{t} a_{j}(s) { \mathrm{e}}^{\int _{g_{j}(s)}^{h_{j}(t)} \sum _{j_{1}=1}^{2} R^{k}(\eta _{j_{1}}) a_{j_{1}}(s_{1}) \,ds _{1} } \,ds \Biggr)^{\frac{1}{2}}. $$

Then

$$\begin{aligned} I(t)& \geq \biggl( \mu \rho \int _{h_{1}(t)}^{t} {\mathrm{e}}^{ ( \mu +\rho ) (h_{1}(t)-g_{1}(s) ) } \,ds \times \int _{h_{1}(t)}^{t} {\mathrm{e}}^{ (\mu +\rho ) (h_{2}(t)-g_{2}(s) ) } \,ds \biggr)^{\frac{1}{2}} \\ &\quad{} \times \biggl( \mu \rho \int _{h_{2}(t)}^{t} {\mathrm{e}}^{ (\mu + \rho ) (h_{1}(t)-g_{1}(s) ) } \,ds \times \int _{h_{2}(t)}^{t} {\mathrm{e}}^{ (\mu +\rho ) (h_{2}(t)-g_{2}(s) ) } \,ds \biggr)^{\frac{1}{2}}. \end{aligned}$$

Therefore,

$$\begin{aligned} I(t)& \geq \biggl( \mu \rho \int _{t-\frac{175}{100}}^{t} {\mathrm{e}}^{ (\mu +\rho ) (t-s-\frac{1}{4} ) } \,ds \times \int _{t-\frac{175}{100}}^{t} {\mathrm{e}}^{ (\mu +\rho ) (t-s ) } \,ds \biggr)^{\frac{1}{2}} \\ &\quad{} \times \biggl( \mu \rho \int _{t-\frac{1}{4}}^{t} {\mathrm{e}}^{ ( \mu +\rho ) (t-s-\frac{1}{4} ) } \,ds \times \int _{t- \frac{1}{4}}^{t} {\mathrm{e}}^{ (\mu +\rho ) (t-s ) } \,ds \biggr)^{\frac{1}{2}} \\ & = { \frac {\mu \rho {{\mathrm{e}}^{\frac{-1}{4} (\mu +\rho )}} ( {{\mathrm{e}}^{\frac{7}{4} (\mu +\rho )}}-1 ) ( {{\mathrm{e}}^{\frac{1}{4} (\mu +\rho )}}-1 ) }{ ( \mu +\rho ) ^{2}}}> \frac{1}{4} \quad \text{for }\mu \geq \frac{1}{2}, \rho \geq \frac{56}{115}. \end{aligned}$$

Consequently, Theorem 2.2 with \(k=0\) implies that \(D_{3}(x)\leq \sup_{t \geq 3} \{w^{-4}_{2} (t) -t\}\leq 8\) for \(\mu \geq \frac{1}{2}\), \(\rho \geq \frac{56}{115}\).

Observe that none of the results in [11] apply to Eq. (18) when \(0<\mu +\rho \leq \frac{4}{ \mathrm{e}}\). The reason for this is that

$$ \max_{1 \leq j \leq 2} g_{j}(t)= t-\frac{1}{4}, $$

which leads to

$$ \int _{\max _{1 \leq j \leq 2} g_{j}(t)}^{t} \bigl( a_{1}(s) +a_{2}(s) \bigr) \,ds \leq \frac{1}{4} (\mu +\rho )< \frac{1}{\mathrm{e}} \quad \text{for }\mu +\rho < \frac{4}{ \mathrm{e}}. $$

Next, we move to the next example.

Example 3.2

Consider the differential equation

$$ x'(t)+ \frac{1}{2} x \biggl(t- \frac{11}{10} \biggr)+ \frac{1}{2} x(t-1) + x(t-\epsilon )=0, \quad t\geq \frac{11}{10}, $$
(19)

where \(0<\epsilon <\frac{1}{2}\). This equation is of the form (1) with \(a_{1}(t)=a_{2}(t)=\frac{1}{2}\), \(a_{3}(t)=1\), \(g_{1}(t)=t-\frac{11}{10}\), \(g_{2}(t)=t-1\), and \(g_{3}(t)=t-\epsilon \). Clearly,

$$ h_{2}(t)=\max_{1 \leq j \leq 2} g_{j}(t)=t-1, \qquad w_{2}(t)= \min_{1 \leq j \leq 2} g_{j}(t)=t-\frac{11}{10}, \qquad w_{3}(t)=\min _{1 \leq j \leq 3} g_{j}(t)=t- \frac{11}{10} $$

and

$$ h_{2}^{-k}(t)=t+k, \qquad w^{-k}_{2}(t)= \max_{1 \leq j \leq 2} w_{j}^{-k}(t) = t+ \frac{11}{10}k, \qquad w^{-k}_{3}(t)=\max _{1 \leq j \leq 3} w_{j}^{-k}(t) = t+ \frac{11}{10}k. $$

Since

$$ \sum_{i=1}^{1} \prod _{j=2}^{i} R^{k+1-j}(\eta _{r}) \int _{h_{2}(t)}^{t} \sum _{j=1}^{2} B_{j,2}^{i} \bigl(s,h_{2}(t) \bigr) \,ds = \int _{h_{2}(t)}^{t} \sum _{j=1}^{2} a_{j}(s) \,ds =1. $$

Then, according to Theorem 2.1 with \(k=0\), Eq. (19) is oscillatory and \(D_{\frac{11}{10}}(x)\leq \sup_{t \geq \frac{11}{10}} \{ h_{2}^{-1}( w^{-1}_{2}(w^{-1}_{3} (t)))-t\}=\frac{16}{5}\).

Observe, however, that

$$ \max_{1 \leq j \leq 3} g_{j}(t)=t-\epsilon . $$

It is not difficult to show that all results of [11], [3, Theorem 3] and [3, Theorem 4] fail to apply to Eq. (19) for sufficiently small ϵ. Also, observe that

$$ \int _{g_{j}(t)}^{t} a_{j}(s) \,ds < 1 \quad \text{for }j=1,2,3. $$

Therefore, [3, Theorem 2] cannot give an approximation to \(D_{\frac{11}{10}}(x)\) for sufficiently small ϵ better than \(\frac{16}{5}\).

4 Conclusion

In this paper, we studied the distribution of zeros of first-order delay differential equations. Also, we obtained upper bounds for the zeros of a first-order differential equation with several delays. Finally, some examples are demonstrated to prove the theoretical results.

Availability of data and materials

Not applicable.

References

  1. Agarwal, R.P., Berezansky, L., Braverman, E., Domoshnitsky, A.: Non-oscillation Theory of Functional Differential Equations with Applications. Springer, New York (2012)

    Book  MATH  Google Scholar 

  2. Agarwal, R.P., Grace, S.R., ÓRegan, D.: Oscillation Theory for Difference and Functional Differential Equations. Springer, Berlin (2013)

    Google Scholar 

  3. Attia, E.R., Chatzarakis, G.E.: Upper bounds for the distance between adjacent zeros of first-order linear differential equations with several delays. Mathematics 10, 648 (2022)

    Article  Google Scholar 

  4. Baker, F.A., El-Morshedy, H.A.: The distribution of zeros of all solutions of first order neutral differential equations. Appl. Math. Comput. 259, 777–789 (2015)

    MathSciNet  MATH  Google Scholar 

  5. Baker, F.A., El-Morshedy, H.A.: On the distribution of zeros of solutions of a first order neutral differential equation. Sci. J. Damietta Fac. Sci. 4, 1–9 (2015)

    MATH  Google Scholar 

  6. Barr, T.H.: Oscillations in linear delay differential equations. J. Math. Anal. Appl. 195, 261–277 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  7. Berezansky, L., Domshlak, Y.: Can a solution of a linear delay differential equation have an infinite number of isolated zeros on a finite interval? Appl. Math. Lett. 19, 587–589 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  8. Domoshnitsky, A., Drakhlin, M., Stavroulakis, I.P.: Distribution of zeros of solutions to functional equations. Math. Comput. Model. 42, 193–205 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  9. Domshlak, Y., Aliev, A.I.: On oscillatory properties of the first order differential equations with one or two retarded arguments. Hiroshima Math. J. 18, 31–46 (1988)

    Article  MathSciNet  MATH  Google Scholar 

  10. El-Morshedy, H.A.: On the distribution of zeros of solutions of first order delay differential equations. Nonlinear Anal. 74, 3353–3362 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  11. El-Morshedy, H.A., Attia, E.R.: On the distance between adjacent zeros of solutions of first order differential equations with distributed delays. Electron. J. Qual. Theory Differ. Equ. 2016, 8 (2016)

    MathSciNet  MATH  Google Scholar 

  12. Elbert, A., Stavroulakis, I.P.: Oscillation of first order differential equations with deviating arguments. In: Recent Trends in Differential Equations. World Science Series in Applied Analysis, vol. 1, pp. 163–178. World Scientific, River Edge (1992)

    Chapter  MATH  Google Scholar 

  13. Erbe, L.H., Kong, Q., Zhang, B.G.: Oscillation Theory for Functional Differential Equations. Dekker, New York (1995)

    MATH  Google Scholar 

  14. Gopalsamy, K.: Stability and Oscillation in Delay Differential Equations of Population Dynamics. Kluwer Academic, Dordrecht (1992)

    Book  MATH  Google Scholar 

  15. Győri, I., Ladas, G.: Oscillation Theory of Delay Differential Equations with Applications. Clarendon, Oxford (1991)

    Book  MATH  Google Scholar 

  16. Jaroš, J., Stavroulakis, I.P.: Oscillation tests for delay equations. Rocky Mt. J. Math. 29, 197–207 (1999)

    MathSciNet  MATH  Google Scholar 

  17. McCalla, C.: Zeros of the solutions of first order functional differential equations. SIAM J. Math. Anal. 9, 843–847 (1978)

    Article  MathSciNet  MATH  Google Scholar 

  18. Pituk, M., Stavroulakis, J.I.: The first positive root of the fundamental solution is an optimal oscillation bound for linear delay differential equations. J. Math. Anal. 507, 125789 (2022)

    Article  MathSciNet  MATH  Google Scholar 

  19. Sficas, Y.G., Stavroulakis, I.P.: Oscillation criteria for first-order delay equations. Bull. Lond. Math. Soc. 35, 239–246 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  20. Tang, X., Yu, J.: Distribution of zeros of solutions of first order delay differential equations. Appl. Math. J. Chin. Univ. Ser. B 14, 375–380 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  21. Wu, H.W., Cheng, S.S.: Upper bounds for the distances between adjacent zeros of solutions of delay differential equations. Appl. Math. Comput. 218, 3379–3386 (2011)

    MathSciNet  MATH  Google Scholar 

  22. Wu, H.W., Cheng, S.S., Wang, Q.R.: Distribution of zeros of solutions of functional differential equations. Appl. Math. Comput. 193, 154–161 (2007)

    MathSciNet  MATH  Google Scholar 

  23. Wu, H.W., Erbe, L.: On the distance between consecutive zeros of solutions of first order delay differential equations. Appl. Math. Comput. 219, 8622–8631 (2013)

    MathSciNet  MATH  Google Scholar 

  24. Wu, H.W., Erbe, L., Peterson, A.: Upper bounds for the distances between consecutive zeros of solutions of first order delay differential equations. Appl. Math. Comput. 429, 562–575 (2015)

    MathSciNet  MATH  Google Scholar 

  25. Wu, H.W., Xu, Y.T.: The distribution of zeros of solutions of neutral differential equations. Appl. Math. Comput. 156, 665–677 (2004)

    MathSciNet  MATH  Google Scholar 

  26. Zhang, B.G., Zhou, Y.: The distribution of zeros of solutions of differential equations with a variable delay. J. Math. Anal. Appl. 256, 216–228 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  27. Zhou, Y.: The distribution of zeros of solutions of first order functional differential equations. Bull. Aust. Math. Soc. 59, 305–314 (1999)

    Article  MathSciNet  MATH  Google Scholar 

Download references

Funding

This study is supported via funding from Prince Sattam bin Abdulaziz University project number (PSAU/2023/R/1444). The researchers would like to thank the Deanship of Scientific Research of Qassim University for funding the publication of this project.

Author information

Authors and Affiliations

Authors

Contributions

Supervision, E.A. and B.E.-M.; writing—original draft, E.A.; writing—review editing, B.E.-M. All authors have read and agreed to the published version of the manuscript.

Corresponding author

Correspondence to Bassant M. El-Matary.

Ethics declarations

Competing interests

The authors declare no competing interests.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Attia, E.R., El-Matary, B.M. New results for the upper bounds of the distance between adjacent zeros of first-order differential equations with several variable delays. J Inequal Appl 2023, 103 (2023). https://doi.org/10.1186/s13660-023-03017-w

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1186/s13660-023-03017-w

Mathematics Subject Classification

Keywords