Title :
The operator algebra of almost Toeplitz matrices and the optimal control of large-scale systems
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Syracuse Univ., Syracuse, NY, USA
Abstract :
We propose a definition of almost Toeplitz matrices as matrices with off-diagonal decay that are close to begin Toeplitz in their center columns and decrease in Toeplitzness toward their first and last columns. We prove that such matrices form an operator algebra under matrix addition and multiplication. We use this framework to show that algebraic Riccati equations with almost Toeplitz coefficient matrices have almost Toeplitz solutions.
Keywords :
Riccati equations; Toeplitz matrices; large-scale systems; optimal control; Toeplitz coefficient matrices; Toeplitz solution; algebraic Riccati equation; almost Toeplitz matrices; large scale systems; matrix addition; matrix multiplication; off-diagonal decay; operator algebra; optimal control; Algebra; Control systems; Finite difference methods; Large-scale systems; Linear systems; Mathematics; Matrices; Optimal control; Riccati equations;
Conference_Titel :
American Control Conference, 2009. ACC '09.
Conference_Location :
St. Louis, MO
Print_ISBN :
978-1-4244-4523-3
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2009.5160148