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Orbital stability and Zhukovskiǐ quasi-stability in impulsive dynamical systems

  • Kehua Li EMAIL logo and Changming Ding
Published/Copyright: September 26, 2022

Abstract

In this article, we deal with orbital stability and Zhukovskiǐ quasi-stability of periodic or recurrent orbits in an impulsive dynamical system defined in the n-dimensional Euclidean space R n . We show that for a periodic orbit of an impulsive system, its asymptotically orbital stability is equivalent to the asymptotically Zhukovskiǐ quasi-stability, and for a recurrent orbit, the orbital stability is equivalent to the Zhukovskiǐ quasi-stability.

MSC 2010: 37B25; 34D20

1 Introduction

Impulsive dynamical systems are a generalization of classical dynamical systems. They describe the evolution of systems where the continuous development of a process is interrupted by abrupt perturbations. The behavior of an impulsive system is much richer than that of the corresponding continuous dynamical system. In particular, the theory of impulsive dynamical systems represents a natural framework for the mathematical modeling of many real-world phenomena. Recently, the theory of impulsive dynamical systems has been intensively investigated. For the elementary results in this field, we refer readers to [1,2,3].

The research of impulsive semidynamical systems in a metric space was started by Kaul [4,5,6] and Rozhko [7,8]. Specifically, Rozhko dealt with a class of almost periodic motions in pulsed systems and the stability theory in terms of Lyapunov for impulsive systems. Later on, Kaul continued the study for impulsive semidynamical systems and established a list of important results about the structure of limit sets, periodicity and recurrence of an orbit, minimality and stabilities of closed subsets, etc. Also, Ciesielski presented many fundamental results in this field; for example, he applied his section theory of semidynamical systems to obtain the continuity of an impulsive time function [9,10,11]. Recently, in [12,13, 14,15], Bonotto and his research group developed a list of significant results on impulsive semidynamical systems, which include many counterparts of basic properties in classical dynamical systems. In addition, the authors of this article also established some interesting results on the limit sets and limit set maps [16,17], Lyapunov quasi-stability [18], and Zhukovskiǐ quasi-stability [19].

Poincaré (orbital) stability and Zhukovskiǐ stability are two different important stabilities of solutions of differential equations. Since Zhukovskiǐ stability admits a time lag, it is a more suitable concept for the study of impulsive dynamical systems. The Zhukovskiǐ quasi-stability in impulsive dynamical systems was first introduced in [18], where the author proved that the limit set of a uniformly asymptotically Zhukovskiǐ quasi-stability orbit is composed of a rest point or a periodic orbit. Clearly, the structure of limit sets can be determined by the stability of orbits. Furthermore, the inverse problem was considered in [19]. Actually, it was shown in [19] that (i) if the positive limit set of an orbit for a planar system is an asymptotically stable limit cycle, then it is a uniformly asymptotically Zhukovskiǐ quasi-stable orbit; (ii) if an orbit is not eventually periodic and its positive limit set is a periodic orbit, then it is an asymptotically Zhukovskiǐ quasi-stable orbit.

In this article, we deal with the recurrence, orbital stability, and Zhukovskiǐ quasi-stability of orbits in an impulsive dynamical system defined in R n . First, for a periodic orbit (or eventually periodic orbit), we show that the asymptotically orbital stability is equivalent to the asymptotically Zhukovskiǐ quasi-stability. Second, it is shown that for a recurrent orbit, the orbital stability is also equivalent to the Zhukovskiǐ quasi-stability.

2 Definitions and notations

We consider the system of differential equations

(1) X = F ( X ) ,

where F : R n R n . Obviously, the map F : R n R n defines a vector field F of system (1) on R n . Assume that the vector field F defines a flow φ on R n ; i.e., φ : R n × R R n is continuous such that φ ( p , 0 ) = p for all p R n and φ ( φ ( p , t ) , s ) = φ ( p , t + s ) for all p R n , t , s R . If A R n and J R , we write φ ( A × J ) = A J , in particular, φ ( p , t ) = p t . For a point p R n , the orbit of p is the set γ ( p ) = p R . The positive and negative semi-orbits are the sets γ + ( p ) = p R + and γ ( p ) = p R , respectively.

Let M = { p U G ( p ) = 0 } be a simple smooth surface in an open subset U of R n , where G : U R is a smooth function with G ( p ) = ( G / x 1 , , G / x n ) ( 0 , , 0 ) for p = ( x 1 , x 2 , , x n ) U . The surface M is said to be transversal to the vector field F if the inner product G ( p ) F ( p ) 0 for all p M , it is also called a contact-free surface [20]. Now, denote Ω = R n M . Let I : M Ω be a continuous function and N = I ( M ) . If p M , we shall denote I ( p ) by p + and say p jumps to p + . Meanwhile, M is said to be an impulsive set and I is called an impulsive function. For each p Ω , by M + ( p ) , we mean the set γ + ( p ) M . We can define a function ψ : Ω R + { + } (the space of extended positive reals) by

ψ ( p ) = s , if p s M and p t M for t [ 0 , s ) , + , if M + ( p ) = .

In general, ψ : Ω R + { + } is not continuous. Fortunately, some easy applicable conditions given by Ciesielski in [9] guarantee the continuity of ψ . Throughout this article, we always assume that ψ is a continuous function on Ω .

Now, we define an impulsive system ( Ω , φ ˜ ) by portraying the trajectory of each point in Ω . Let p Ω , the impulsive trajectory of p is an Ω -valued function φ ˜ p defined on a subset of R + . If M + ( p ) = , then ψ ( p ) = + , and we set φ ˜ p ( t ) = p t for all t R + . If M + ( p ) , it is easy to see that there is a positive number t 0 such that p t 0 = p 1 M and p t M for all t [ 0 , t 0 ) . Thus, we define φ ˜ p ( t ) on [ 0 , t 0 ] by

φ ˜ p ( t ) = p t , 0 t < t 0 , p 1 + , t = t 0 ,

where ψ ( p ) = t 0 and p 1 + = I ( p 1 ) Ω .

Since t 0 < + , we continue the process by starting with p 1 + . Similarly, if M + ( p 1 + ) = , i.e., ψ ( p 1 + ) = + , we define φ ˜ p ( t ) = p 1 + ( t t 0 ) for t 0 < t < + . Otherwise, let ψ ( p 1 + ) = t 1 , where p 1 + t 1 = p 2 M , and p 1 + t M for any t [ 0 , t 1 ) , then we define φ ˜ p ( t ) on [ t 0 , t 0 + t 1 ] by

φ ˜ p ( t ) = p 1 + ( t t 0 ) , t 0 t < t 0 + t 1 , p 2 + , t = t 0 + t 1 ,

where p 2 + = I ( p 2 ) Ω .

Thus, continuing inductively, the aforementioned process either ends after a finite number of steps, whenever M + ( p n + ) = for some n , or it continues infinitely, if M + ( p n + ) for n = 0 , 1 , 2 , , and φ ˜ p is defined on the interval [ 0 , t p ) , where t p = i = 0 + t i . We call { t i } the impulsive intervals of φ ˜ p and { t p ( k ) = i = 0 k t i : k = 0 , 1 , 2 , } the impulsive times of φ ˜ p . After setting each trajectory φ ˜ p for every point p Ω , we let φ ˜ ( p , t ) = φ ˜ p ( t ) for p Ω and t [ 0 , t p ) , then we obtain a discontinuous system ( Ω , φ ˜ ) satisfying the following properties:

  1. φ ˜ ( p , 0 ) = p for all p Ω , and

  2. φ ˜ ( φ ˜ ( p , s ) , t ) = φ ˜ ( p , s + t ) for all p Ω and s , t [ 0 , t p ) , such that s + t [ 0 , t p ) .

We call ( Ω , φ ˜ ) , with φ ˜ as defined earlier, an impulsive dynamical system associated with ( Ω , φ ) . Also for simplicity of exposition, we denote φ ˜ ( p , t ) by p t . Thus, (ii) reads ( p s ) t = p ( s + t ) . Similarly, if A Ω and J R + , we denote A J = { p t p A and t J } . In particular, if J = { t } , we let A t = A { t } = φ ˜ t ( A ) . For p Ω the mapping φ ˜ p : R + Ω defined by t p t and for a t R + the mapping φ ˜ t : Ω Ω defined by p p t may not be continuous. However, φ ˜ p is continuous from the right hand for any p Ω .

For an impulsive dynamical system ( Ω , φ ˜ ) , the trajectories that are of interest are those with an infinite number of discontinuities and with [ 0 , + ) as the interval of definition. Following Kaul in [4], the trajectories are called infinite impulsive trajectories. Furthermore, for an impulsive dynamical system, Ciesielski used time reparametrization to obtain an isomorphic system whose impulsive trajectories are global, i.e., the resulting dynamics is defined for all positive times, [11]. Hence, from now on, we always assume t p = + for any p Ω .

In the following, for a point p Ω , let B δ ( p ) = { q Ω d ( p , q ) < δ } be the open ball in Ω with center p and radius δ > 0 , where d is the Euclidean metric on R n , and the closed ball B ¯ δ ( p ) = { q Ω d ( p , q ) δ } . In addition, for S Ω , the r -neighborhood of S in Ω is denoted by U ( S , r ) = { q Ω d ( q , S ) < r } for r > 0 , where d ( q , S ) = inf { d ( q , p ) p S } . Here, with no confusion, we also use d for the distance between a point and a set. The orbit of p in ( Ω , φ ˜ ) is the set γ ˜ ( p ) = p R . The positive and negative semi-orbits of p are the sets γ ˜ + ( p ) = p R + and γ ˜ + ( p ) = p R , respectively. A subset S of Ω is said to be positively invariant if γ ˜ + ( p ) S for any p S ; furthermore, it is said to be invariant if it is positively invariant, and for any p S and t R + , there exist a q S such that q t = p .

Now, we introduce several definitions that will be used in the sequel.

Definition 2.1

Let p Ω . The positive semi-orbit γ ˜ + ( p ) = p R + is said to be orbitally stable if, given an ε > 0 , there exists a δ = δ ( ε ) > 0 such that for any q B δ ( p ) , then we have that q R + U ( p R + , ε ) . Moreover, if there is a η > 0 such that if q B η ( p ) implies d ( q t , p R + ) 0 as t + , then the positive semi-orbit γ ˜ + ( p ) is asymptotically orbitally stable.

Next, we give the following concept of φ ˜ -recurrence in impulsive dynamical systems, which was introduced first in [21].

Definition 2.2

A point p Ω is said to be φ ˜ -recurrent if for every ε > 0 , there exists a T = T ( ε ) > 0 , such that for any t , s R + , the interval [ 0 , T ] contains a real number τ > 0 such that

d ( p t , p ( s + τ ) ) < ε .

A positive semi-orbit γ ˜ + ( p ) is said to be φ ˜ -recurrent if p is φ ˜ -recurrent.

Obviously, p Ω is φ ˜ -recurrent means for any ε > 0 ; there exists a T = T ( ε ) > 0 such that γ ˜ + ( p ) U ( p [ s , s + T ] , ε ) holds for every s 0 .

The idea of a time reparametrization is useful in our discussion about Zhukovskiǐ quasi-stabilities, see [16,18].

Definition 2.3

A time reparametrization is a homeomorphism ρ from R + onto R + with ρ ( 0 ) = 0 . Furthermore, for a σ > 0 , by a time σ -reparametrization, we mean a homeomorphism ρ from R + onto R + with ρ ( 0 ) = 0 such that ρ ( t ) t < σ for all t 0 .

Now, we recall the concepts of Zhukovskiǐ quasi-stabilities, which were first introduced for impulsive dynamical systems in [16].

Definition 2.4

Let p Ω . The positive semi-orbit γ ˜ + ( p ) = p R + is Zhukovskiǐ quasi-stable provided that given any ε > 0 , there exists a δ = δ ( p , ε ) > 0 such that if q B δ ( p ) , then one can find a time reparametrization ρ q such that d ( p t , q ρ q ( t ) ) < ε holds for all t 0 . Moreover, if there is a λ > 0 such that if q B λ ( p ) , then d ( p t , q ρ q ( t ) ) 0 as t + , and then the orbit p R + is said to be asymptotically Zhukovskiǐ quasi-stable.

Furthermore, the property of Zhukovskiǐ quasi-stability can be strengthened to that of uniformly asymptotically Zhukovskiǐ quasi-stability as follows:

Definition 2.5

The positive semi-orbit γ ˜ + ( p ) = p R + of p Ω is uniformly asymptotically Zhukovskiǐ quasi-stable provided that given any ε > 0 ; there exists a δ > 0 such that for each s > 0 and q B δ ( p s ) , one can find a time reparametrization ρ q such that d ( p ( s + t ) , q ρ q ( t ) ) < ε holds for all t 0 , and also, d ( p ( s + t ) , q ρ q ( t ) ) 0 as t + .

The definition of an impulsive periodic orbit was first presented by Kaul in [4] as follows:

Definition 2.6

Let p Ω . The positive semi-orbit γ ˜ + ( p ) = p R + is said to be (impulsive) periodic of period τ and order k if γ ˜ + ( p ) has k components and τ is the least positive number such that p τ = p . Thus the point p is called an (impulsive) periodic point of order k .

A periodic orbit of an impulsive dynamical system ( Ω , φ ˜ ) is an invariant closed set in Ω , and it is not connected if k 1 . If γ ˜ + ( p ) is not a periodic orbit, but there exists a t > 0 such that γ ˜ + ( p t ) is a periodic orbit, then γ ˜ + ( p ) is said to be eventually periodic. Clearly, a periodic orbit is eventually periodic, but easy examples can be constructed to show that the converse may not be true.

The continuous dependence on the initial conditions is a fundamental property in the theory of dynamical systems. Fortunately, in [16], the author establishes a counterpart of the continuous dependence for impulsive dynamical systems, which is crucial for the study of impulsive dynamical systems. It is called Quasi-Continuous Dependence and is presented as follows.

Quasi-continuous dependence: Let ( Ω , φ ˜ ) be an impulsive dynamical system and p Ω . For any ε > 0 , σ > 0 , and a positive number τ , there exists a δ > 0 such that if q B δ ( p ) , then the inequality d ( p t , q ρ q ( t ) ) < ε holds for all t [ 0 , τ ] , where ρ q is a time σ -reparametrization.

From the aforementioned definition, it is obvious that the quasi-continuous dependence property is a natural generalization of the standard continuous dependence on the initial conditions. For simplicity, we denote the quasi-continuous dependence by QCD property in the sequel. In [16], a crucial proposition was established by the author. It is shown that for impulsive dynamical systems, the QCD property is equivalent to the continuity of ψ . Hence, in this article the QCD property holds for our impulsive system ( Ω , φ ˜ ) by previous assumption that ψ is continuous on Ω .

3 Main results

The concepts of asymptotically orbital stability and asymptotically Zhukovskiǐ stability are different in their dynamical properties. However, for an impulsive periodic orbit, the following result holds.

Theorem 3.1

Let Γ be a periodic orbit in an impulsive dynamical system ( Ω , φ ˜ ) . Then, Γ is asymptotically orbitally stable if and only if Γ is asymptotically Zhukovskiǐ quasi-stable.

Proof

Assume that Γ = p 1 R + with period τ and order k , where p 1 N . Then, Γ can be written as

Γ = p 1 [ 0 , t 1 ) p 2 [ 0 , t 2 ) p k [ 0 , t k ) ,

where p i N , ψ ( p i ) = t i ( i = 1 , 2 , , k ) , and i = 1 k t i = τ . Clearly, we have I ( p i t i ) = p i + 1 for i = 1 , 2 , , k 1 and I ( p k t k ) = p 1 ; the solution segments { p i [ 0 , t i ) : i = 1 , 2 , , k } are pairwise disjoint.

For a given ε > 0 , by the quasi-continuous dependence, there exists a θ ( 0 , ε ) such that if q B θ ( p 1 ) ; then d ( p 1 t , q ρ q ( t ) ) < ε holds for all t [ 0 , τ ] , where ρ q is a time reparametrization. Now, assume that Γ = p 1 R + is asymptotically orbitally stable; then for the aforementioned θ , there is a δ ( 0 , θ ) such that if q B δ ( p 1 ) , we have q R + U ( Γ , θ ) and d ( q t , Γ ) 0 as t + . Without loss of generality, let ε be sufficiently small so that U ( Γ , ε ) is composed of k pairwise disjoint components, i.e., k disjoint tubes.

Let q B δ ( p 1 ) , and we define a time reparametrization τ q as follows. Write L = N B θ ( p 1 ) , then we have q 1 = q ρ q ( τ ) L . Clearly, it follows from q 1 R + U ( Γ , θ ) that there exists a time reparametrization ρ q 1 so that d ( p 1 t , q 1 ρ q 1 ( t ) ) < θ holds for all t [ 0 , τ ] . Thus, inductively, there exist two sequences { q n } and { ρ q n } satisfying d ( p 1 t , q n ρ q n ( t ) ) < θ and q n ρ q n ( τ ) = q n + 1 for n = 1 , 2 , , where { ρ q n } are time reparametrizations. Let q 0 = q and ρ q 0 = ρ q . Then, we define τ q ( t ) = ρ q n ( t n τ ) for t [ n τ , ( n + 1 ) τ ] ( n = 0 , 1 , 2 , ) , and it is easy to see that τ q is a time reparametrization. Now, we obtain d ( p 1 t , q ρ q ( t ) ) < θ < ε , and certainly d ( p 1 t , q ρ q ( t ) ) 0 as t + . So, Γ = p 1 R + is asymptotically Zhukovskiǐ quasi-stable.

Conversely, from definitions, it is easy to see that if Γ is asymptotically Zhukovskiǐ quasi-stable, then Γ is asymptotically orbitally stable. Thus, the proof is completed.□

From the proof of Theorem 3.1, it is easy to see that the following statement is true.

Corollary 3.2

Let Γ = p R + be a eventually periodic orbit in an impulsive dynamical system ( Ω , φ ˜ ) , Then, Γ is asymptotically orbitally stable if and only if Γ is asymptotically Zhukovskiǐ quasi-stable.

Proof

We just need to show the necessity of the statement since the sufficiency is obvious by the definitions of asymptotically orbital stability and asymptotically Zhukovskiǐ quasi-stability.

Let Γ be eventually periodic. That means there exists a t 0 > 0 such that Γ 1 = p 1 R + is periodic, where p 1 = p t 0 . Assume that Γ is asymptotically orbitally stable, so is Γ 1 . Thus, by Theorem 3.1, we have Γ 1 which is asymptotically Zhukovskiǐ quasi-stable. That is, for every ε > 0 , there is a θ ( 0 , ε ) such that if q 1 B θ ( p 1 ) , then d ( p 1 t , q 1 ρ 1 ( t ) ) < ε for each t R + and d ( p 1 t , q 1 ρ 1 ( t ) ) 0 as t + , where ρ 1 is a time reparametrization. For the aforementioned t 0 > 0 and θ > 0 , by quasi continuous dependence of Γ , there exists a δ > 0 such that if q B δ ( p ) , then d ( p t , q ρ 0 ( t ) ) < θ holds for t [ 0 , t 0 ] , where ρ 0 is a time reparametrization. Set q 1 = q τ 0 ( t 0 ) , and it is clear that q 1 B θ ( p 1 ) . Given a q B δ ( p ) , we define a time reparametrization as follows. Let ρ q ( t ) = τ 0 ( t ) if t [ 0 , t 0 ] and ρ q ( t ) = ρ 1 ( t t 0 ) if t [ t 0 , + ) . It is easy to verified that ρ q is a time reparametrization. Certainly, we have d ( p t , q ρ q ( t ) ) < ε for all t R + and d ( p t , q ρ q ( t ) ) 0 as t + . Thus Γ is asymptotically Zhukovskiǐ quasi-stable.

Now, we turn to consider orbitally stability, recurrence, and Zhukovskiǐ quasi-stability in a planar impulsive dynamical system as follows.□

Theorem 3.3

Let p 0 Ω , Γ = p 0 R + be the positive orbit of p 0 . If Γ is φ ˜ -recurrent, then Γ is orbitally stable if and only if Γ is Zhukovskiǐ quasi-stable.

Proof

Suppose p 0 is φ ˜ -recurrent, then for any ε > 0 , there exists a T > 0 such that γ + ( p 0 ) U ( p 0 [ 0 , T ] , ε ) . By the quasi-continuous dependence, for the ε > 0 and T > 0 earlier, there exists a θ ( 0 , ε ) such that for every q B θ ( p 0 ) , we have d ( p 0 t , q ρ q ( t ) ) < ε for each t [ 0 , T ] , where ρ q is a time reparametrization. Furthermore, we can find a δ 1 > 0 , such that if q B δ 1 ( p 0 ) , then d ( p 0 t , q ρ q ( t ) ) < θ holds for each t [ 0 , T ] . By the orbitally stability of Γ , for the θ above, there is a δ 2 > 0 such that if q B δ 2 ( p 0 ) , then q R + U ( Γ , θ ) .

Setting δ = min { δ 1 , δ 2 } . For any q B δ ( p 0 ) , we define a time reparametrization τ q as follows. Let p 1 = p 0 T and q 1 = q ρ q ( T ) ; thus, we have d ( p 1 , a 1 ) < θ . Clearly, q 1 R + U ( Γ , θ ) implies there exists a time reparametrization ρ 1 such that d ( p 1 t , q 1 ρ 1 ( t ) ) < θ holds for all t [ 0 , T ] . Thus, inductively there exist three sequences { p n } , { q n } , and { ρ n } such that d ( p n t , q n ρ n ( t ) ) < θ for each t [ 0 , T ] and p n + 1 = p n T , q n + 1 = q n ρ n ( T ) for n = 1 , 2 , , where { ρ n } are time reparametrizations. Let q 0 = q and ρ 0 = ρ q . Then, we define τ q ( t ) = ρ n ( t n T ) for t [ n T , ( n + 1 ) T ] ( n = 0 , 1 , 2 , ) , and it is easy to see that τ q is a time reparametrization and d ( p 0 t , q τ q ( t ) ) < ε for every t R + ; then, Γ = p 0 R + is Zhukovskiǐ quasi-stable.

Conversely, assume that Γ is a Zhukovskiǐ quasi-stable orbit. That is, for any ε > 0 , there exists a δ > 0 such that, if q B δ ( p 0 ) , d ( p 0 t , q τ q ( t ) ) < ε for all t R + , where τ q is a time reparametrization. That means q R + U ( Γ , ε ) , so Γ is orbitally stable and the proof is completed.□

Acknowledgements

The authors thank the anonymous referees for their suggestions which led to improvements in the exposition.

  1. Funding information: This study was funded by The National Natural Science Foundation of China (Grant Nos. 12061037, and 41801219) and the High-level Personnel of Special Support Program of Xiamen University of Technology (No. 4010520009).

  2. Author contributions: The authors read and approve the final manuscript.

  3. Conflict of interest: The authors state no conflict of interest.

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Received: 2022-02-25
Revised: 2022-06-21
Accepted: 2022-06-23
Published Online: 2022-09-26

© 2022 Kehua Li and Changming Ding, published by De Gruyter

This work is licensed under the Creative Commons Attribution 4.0 International License.

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  26. Monotonicity of solutions for fractional p-equations with a gradient term
  27. Data smoothing with applications to edge detection
  28. An ℋ-tensor-based criteria for testing the positive definiteness of multivariate homogeneous forms
  29. Characterizations of *-antiderivable mappings on operator algebras
  30. Initial-boundary value problem of fifth-order Korteweg-de Vries equation posed on half line with nonlinear boundary values
  31. On a more accurate half-discrete Hilbert-type inequality involving hyperbolic functions
  32. On split twisted inner derivation triple systems with no restrictions on their 0-root spaces
  33. Geometry of conformal η-Ricci solitons and conformal η-Ricci almost solitons on paracontact geometry
  34. Bifurcation and chaos in a discrete predator-prey system of Leslie type with Michaelis-Menten prey harvesting
  35. A posteriori error estimates of characteristic mixed finite elements for convection-diffusion control problems
  36. Dynamical analysis of a Lotka Volterra commensalism model with additive Allee effect
  37. An efficient finite element method based on dimension reduction scheme for a fourth-order Steklov eigenvalue problem
  38. Connectivity with respect to α-discrete closure operators
  39. Khasminskii-type theorem for a class of stochastic functional differential equations
  40. On some new Hermite-Hadamard and Ostrowski type inequalities for s-convex functions in (p, q)-calculus with applications
  41. New properties for the Ramanujan R-function
  42. Shooting method in the application of boundary value problems for differential equations with sign-changing weight function
  43. Ground state solution for some new Kirchhoff-type equations with Hartree-type nonlinearities and critical or supercritical growth
  44. Existence and uniqueness of solutions for the stochastic Volterra-Levin equation with variable delays
  45. Ambrosetti-Prodi-type results for a class of difference equations with nonlinearities indefinite in sign
  46. Research of cooperation strategy of government-enterprise digital transformation based on differential game
  47. Malmquist-type theorems on some complex differential-difference equations
  48. Disjoint diskcyclicity of weighted shifts
  49. Construction of special soliton solutions to the stochastic Riccati equation
  50. Remarks on the generalized interpolative contractions and some fixed-point theorems with application
  51. Analysis of a deteriorating system with delayed repair and unreliable repair equipment
  52. On the critical fractional Schrödinger-Kirchhoff-Poisson equations with electromagnetic fields
  53. The exact solutions of generalized Davey-Stewartson equations with arbitrary power nonlinearities using the dynamical system and the first integral methods
  54. Regularity of models associated with Markov jump processes
  55. Multiplicity solutions for a class of p-Laplacian fractional differential equations via variational methods
  56. Minimal period problem for second-order Hamiltonian systems with asymptotically linear nonlinearities
  57. Convergence rate of the modified Levenberg-Marquardt method under Hölderian local error bound
  58. Non-binary quantum codes from constacyclic codes over 𝔽q[u1, u2,…,uk]/⟨ui3 = ui, uiuj = ujui
  59. On the general position number of two classes of graphs
  60. A posteriori regularization method for the two-dimensional inverse heat conduction problem
  61. Orbital stability and Zhukovskiǐ quasi-stability in impulsive dynamical systems
  62. Approximations related to the complete p-elliptic integrals
  63. A note on commutators of strongly singular Calderón-Zygmund operators
  64. Generalized Munn rings
  65. Double domination in maximal outerplanar graphs
  66. Existence and uniqueness of solutions to the norm minimum problem on digraphs
  67. On the p-integrable trajectories of the nonlinear control system described by the Urysohn-type integral equation
  68. Robust estimation for varying coefficient partially functional linear regression models based on exponential squared loss function
  69. Hessian equations of Krylov type on compact Hermitian manifolds
  70. Class fields generated by coordinates of elliptic curves
  71. The lattice of (2, 1)-congruences on a left restriction semigroup
  72. A numerical solution of problem for essentially loaded differential equations with an integro-multipoint condition
  73. On stochastic accelerated gradient with convergence rate
  74. Displacement structure of the DMP inverse
  75. Dependence of eigenvalues of Sturm-Liouville problems on time scales with eigenparameter-dependent boundary conditions
  76. Existence of positive solutions of discrete third-order three-point BVP with sign-changing Green's function
  77. Some new fixed point theorems for nonexpansive-type mappings in geodesic spaces
  78. Generalized 4-connectivity of hierarchical star networks
  79. Spectra and reticulation of semihoops
  80. Stein-Weiss inequality for local mixed radial-angular Morrey spaces
  81. Eigenvalues of transition weight matrix for a family of weighted networks
  82. A modified Tikhonov regularization for unknown source in space fractional diffusion equation
  83. Modular forms of half-integral weight on Γ0(4) with few nonvanishing coefficients modulo
  84. Some estimates for commutators of bilinear pseudo-differential operators
  85. Extension of isometries in real Hilbert spaces
  86. Existence of positive periodic solutions for first-order nonlinear differential equations with multiple time-varying delays
  87. B-Fredholm elements in primitive C*-algebras
  88. Unique solvability for an inverse problem of a nonlinear parabolic PDE with nonlocal integral overdetermination condition
  89. An algebraic semigroup method for discovering maximal frequent itemsets
  90. Class-preserving Coleman automorphisms of some classes of finite groups
  91. Exponential stability of traveling waves for a nonlocal dispersal SIR model with delay
  92. Existence and multiplicity of solutions for second-order Dirichlet problems with nonlinear impulses
  93. The transitivity of primary conjugacy in regular ω-semigroups
  94. Stability estimation of some Markov controlled processes
  95. On nonnil-coherent modules and nonnil-Noetherian modules
  96. N-Tuples of weighted noncommutative Orlicz space and some geometrical properties
  97. The dimension-free estimate for the truncated maximal operator
  98. A human error risk priority number calculation methodology using fuzzy and TOPSIS grey
  99. Compact mappings and s-mappings at subsets
  100. The structural properties of the Gompertz-two-parameter-Lindley distribution and associated inference
  101. A monotone iteration for a nonlinear Euler-Bernoulli beam equation with indefinite weight and Neumann boundary conditions
  102. Delta waves of the isentropic relativistic Euler system coupled with an advection equation for Chaplygin gas
  103. Multiplicity and minimality of periodic solutions to fourth-order super-quadratic difference systems
  104. On the reciprocal sum of the fourth power of Fibonacci numbers
  105. Averaging principle for two-time-scale stochastic differential equations with correlated noise
  106. Phragmén-Lindelöf alternative results and structural stability for Brinkman fluid in porous media in a semi-infinite cylinder
  107. Study on r-truncated degenerate Stirling numbers of the second kind
  108. On 7-valent symmetric graphs of order 2pq and 11-valent symmetric graphs of order 4pq
  109. Some new characterizations of finite p-nilpotent groups
  110. A Billingsley type theorem for Bowen topological entropy of nonautonomous dynamical systems
  111. F4 and PSp (8, ℂ)-Higgs pairs understood as fixed points of the moduli space of E6-Higgs bundles over a compact Riemann surface
  112. On modules related to McCoy modules
  113. On generalized extragradient implicit method for systems of variational inequalities with constraints of variational inclusion and fixed point problems
  114. Solvability for a nonlocal dispersal model governed by time and space integrals
  115. Finite groups whose maximal subgroups of even order are MSN-groups
  116. Symmetric results of a Hénon-type elliptic system with coupled linear part
  117. On the connection between Sp-almost periodic functions defined on time scales and ℝ
  118. On a class of Harada rings
  119. On regular subgroup functors of finite groups
  120. Fast iterative solutions of Riccati and Lyapunov equations
  121. Weak measure expansivity of C2 dynamics
  122. Admissible congruences on type B semigroups
  123. Generalized fractional Hermite-Hadamard type inclusions for co-ordinated convex interval-valued functions
  124. Inverse eigenvalue problems for rank one perturbations of the Sturm-Liouville operator
  125. Data transmission mechanism of vehicle networking based on fuzzy comprehensive evaluation
  126. Dual uniformities in function spaces over uniform continuity
  127. Review Article
  128. On Hahn-Banach theorem and some of its applications
  129. Rapid Communication
  130. Discussion of foundation of mathematics and quantum theory
  131. Special Issue on Boundary Value Problems and their Applications on Biosciences and Engineering (Part II)
  132. A study of minimax shrinkage estimators dominating the James-Stein estimator under the balanced loss function
  133. Representations by degenerate Daehee polynomials
  134. Multilevel MC method for weak approximation of stochastic differential equation with the exact coupling scheme
  135. Multiple periodic solutions for discrete boundary value problem involving the mean curvature operator
  136. Special Issue on Evolution Equations, Theory and Applications (Part II)
  137. Coupled measure of noncompactness and functional integral equations
  138. Existence results for neutral evolution equations with nonlocal conditions and delay via fractional operator
  139. Global weak solution of 3D-NSE with exponential damping
  140. Special Issue on Fractional Problems with Variable-Order or Variable Exponents (Part I)
  141. Ground state solutions of nonlinear Schrödinger equations involving the fractional p-Laplacian and potential wells
  142. A class of p1(x, ⋅) & p2(x, ⋅)-fractional Kirchhoff-type problem with variable s(x, ⋅)-order and without the Ambrosetti-Rabinowitz condition in ℝN
  143. Jensen-type inequalities for m-convex functions
  144. Special Issue on Problems, Methods and Applications of Nonlinear Analysis (Part III)
  145. The influence of the noise on the exact solutions of a Kuramoto-Sivashinsky equation
  146. Basic inequalities for statistical submanifolds in Golden-like statistical manifolds
  147. Global existence and blow up of the solution for nonlinear Klein-Gordon equation with variable coefficient nonlinear source term
  148. Hopf bifurcation and Turing instability in a diffusive predator-prey model with hunting cooperation
  149. Efficient fixed-point iteration for generalized nonexpansive mappings and its stability in Banach spaces
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