作者：宋彩芹
页数：200
出版社：科学出版社
出版日期：2023
ISBN：9787030758156
电子书格式：pdf/epub/txt
内容简介
本书提出有限迭代算法、MCGLS迭代算法、解析算法研究几类线性矩阵方程的数值解和解析解，得到这几类线性矩阵方程的可解条件、迭代公式和解析解表达式，同时本书给出了所研究方程的控制模型及上述算法在控制论中的应用。本书提供的理论与方法有望为Markov跳跃随机系统中控制器的设计提供理论依据和技术支持。
目录
About the Author
Preface
Notations
CHAPTER 1 Introduction 1
1.1 The First Part: Finite Iterative Algorithm to Linear Matrix Equation 1
1.2 The Second Part: MCGLS Iterative Algorithm to Linear Matrix Equation 3
1.3 The Third Part: Explicit Solutions to Linear Matrix Equation 5
CHAPTER 2 Finite Iterative Algorithm to Coupled Transpose Matrix Equations 11
2.1 Finite Iterative Algorithm and Convergence Analysis 12
2.2 Numerical Example . 24
2.3 Control Application 27
2.4 Conclusions 28
CHAPTER 3 Finite Iterative Algorithm to Coupled Operator Matrix Equations with Sub-Matrix Constrained 29
3.1 Iterative Method for Solving Problem 3.1 30
3.2 Iterative Method for Solving Problem 3.2 41
3.3 Numerical Example 42
3.4 Control Application 53
3.5 Conclusions 54
CHAPTER 4 MCGLS Iterative Algorithm to Linear Conjugate Matrix Equation 55
4.1 MCGLS Iterative Algorithm and Convergence Analysis 57
4.2 Numerical Example 66
4.3 Control Application 73
4.4 Conclusions 74
CHAPTER 5 MCGLS Iterative Algorithm to Linear Conjugate Transpose Matrix Equation 75
5.1 MCGLS Iterative Algorithm and Convergence Analysis 78
5.2 Numerical Example 90
5.3 Conclusions 95
CHAPTER 6 MCGLS Iterative Algorithm to Coupled Linear Operator Systems 97
6.1 Some Useful Lemmas 98
6.2 MCGLS Iterative Algorithm and Convergence Analysis 99
6.3 Numerical Examples 107
6.4 Conclusions 113
CHAPTER 7 Explicit Solutions to the Matrix Equation X ？ AXB = CY + R 115
7.1 Solutions to the Real Matrix Equation X ？ AXB = CY + R 115
7.2 Parametric Pole Assignment for Descriptor Linear Systems by P-D Feedback 124
7.3 Conclusions 128
CHAPTER 8 Explicit Solutions to the Nonhomogeneous Yakubovich-Transpose Matrix Equation 131
8.1 The First Approach 132
8.2 The Second Approach 140
8.3 Illustrative Example 142
8.4 Conclusions 143
CHAPTER 9 Explicit Solutions to the Matrix Equations XB 145
9.1 Real Matrix Equation XB ？ AX = CY 145
9.2 Quaternion-j-Conjugate Matrix Equation 148
9.2.1 Real Representation of a Quaternion Matrix 148
9.2.2 Solutions to the Quaternion j-Conjugate Matrix Equation 150
9.3 Conclusions 155
CHAPTER 10 Explicit Solutions to Linear Transpose Matrix Equation 157
10.1 Solutions to the Sylvester Transpose Matrix Equation 157
10.1.1 The First Case: A or B is Nonsingular 158
10.1.2 The Second Case: A and B are Nonsingular 162
10.2 Solutions to the Generalized Sylvester Transpose Matrix Equation 165
10.3 Algorithms for Solving Two Transpose Equations and Numerical Example 168
10.4 Application in Control Theory 174
10.5 Conclusions 175
References 177
