主要研究领域为应用数学与计算、控制理论及其应用。具体为两个研究方向,一是从事最优控制问题数值计算方法的研究,包括常微分/偏微分约束的最优控制问题;二是矩阵方程理论及其在控制工程中的应用研究,特别是研究西尔维斯特(Sylvester)矩阵方程、李雅普洛夫(Lyapunov)矩阵方程、黎卡提(Riccati)矩阵方程的求解算法及应用。
MCS Classes:
65F45 Numerical methods for matrix equations;
65N06 Finite difference methods for boundary value problems involving PDEs;
65N30 Finite element, Rayleigh-Ritz and Galerkin methods for boundary value problems involving PDEs
49M41 PDE constrained optimization (numerical aspects);
49K15 Optimality conditions for problems involving ordinary differential equations
Key Words:
Sylvester matrix equation, Lyapunov matrix equation, Riccati matrix equation, Optimal control, PDE constrained optimization, Finite difference, Finite element, Galerkin method
计算数学与控制科学领域重要期刊
SIAM Journal on Numerical Analysis https://epubs.siam.org/journal/sjnaam
SIAM Journal on Scientific Computing https://epubs.siam.org/journal/sjoce3
Numerische Mathematik https://link.springer.com/journal/211
Mathematics of Computation https://link.springer.com/journal/211
Journal of Computational Physics https://www.sciencedirect.com/journal/journal-of-computational-physics
IMA Journal of Numerical Analysis https://academic.oup.com/imajna
Automatica https://www.sciencedirect.com/journal/automatica
IEEE Transactions on Automatic Control https://ieeecss.org/publication/transactions-automatic-control
SIAM Journal on Control and Optimization https://epubs.siam.org/journal/sjcodc
