数学                        
                
                                
                        
                            理论(学习稳定性)                        
                
                                
                        
                            应用数学                        
                
                                
                        
                            数学分析                        
                
                                
                        
                            计算机科学                        
                
                                
                        
                            机器学习                        
                
                        
                    
            作者
            
                Ye Tan,Haofeng Xu,Quanxin Zhu            
         
                    
        
    
            
        
                
            摘要
            
            ABSTRACT This article mainly discusses th moment exponential stability for impulsive stochastic dynamical systems with unbounded delay. By utilizing the improved Lyapunov–Razumikhin approach together with the mode‐dependent average dwell time method, some novel criteria are obtained from the perspective of impulsive perturbation and impulsive control, which specifically provide the intrinsic connection among current state, unbounded delay and multiple impulses. Compared with some existing works, it should be highlighted that our results do not require the steady state behavior of both discrete system and continuous dynamical system. Finally, two numerical examples are presented to demonstrate the validity and the distinctiveness of derived results.
         
            
 
                 
                
                    
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