Table of Contents

1 Introduction
1.1 Stochastic Systems with Markovian Switching Parameters
1.2 Stability Analysis
1.3 Controllability
1.4 Preview of This Book
1.5 Some Useful Definitions and Lemmas
1.6 Abbreviations and Notations
2 Exponential Stability of Neural Networks with Markovian Switching Parameters and General Noise
2.1 Introduction
2.2 Problem Formulation and Preliminaries
2.3 Main Results
2.4 Numerical Examples
2.5 Conclusion
3 Exponential Stability for Markovian Neutral Stochastic Systems with General Transition Probabilities and Time-Varying Delay
3.1 Introduction
3.2 Problem Formulation and Preliminaries
3.3 Main Results
3.4 Numerical Examples
3.5 Conclusion
4 A Traverse Algorithm Approach to Stochastic Stability Analysis of Markovian Jump Systems with Unknown and Uncertain Transition Rates
4.1 Introduction
4.2 Problem Statement and Preliminaries
4.3 Numerical Examples
4.4 Conclusion
5 Finite-Time Filtering for It? Stochastic Markovian Jump Systems with Distributed Time-Varying Delays
5.1 Introduction
5.2 Problem Statement and Preliminaries
5.3 Numerical Examples
5.4 Conclusion
6 A Distributed Dynamic Event-Triggered Mechanism to HMM-Based Observer Design for Sliding Mode Control of Markov Jump Systems
6.1 Introduction
6.2 Problem Preliminaries
6.3 Main Results
6.4 Numerical Examples
6.5 Conclusion
7 Structure-Triggered Asymptotical Synchronization for Nonidentical Generalized Stochastic Systems with Markovian Jumping Parameter Based on Sliding Mode Control
7.1 Introduction
7.2 Preliminary
7.3 Main Results
7.4 Numerical Examples
7.5 Conclusion
References