Title :
A structure-preserving Lanczos-type algorithm with application to control problems
Author :
Ferng, William R. ; Lin, Wen-Wei ; Wang, Chern-Shuh
Author_Institution :
Dept. of Appl. Math., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
A Hamiltonian structure-preserving Lanczos-type method, named the J-Lanczos algorithm, is introduced for solving large sparse Hamiltonian eigenvalues problem which arises in both continuous-time and discrete-time optimal control applications. Shift and invert techniques are incorporated to approximate all stable eigenvalues and the associated invariant subspace. Numerical results for solving high order continuous-time Riccati equation arising from position and velocity control for a string of high speed vehicles are presented
Keywords :
Riccati equations; continuous time systems; discrete time systems; eigenvalues and eigenfunctions; invariance; inverse problems; matrix algebra; optimal control; Hamiltonian matrix; J-Lanczos algorithm; Lanczos method; Riccati equation; continuous-time systems; discrete-time systems; eigenvalues; invariant subspace; optimal control; structure-preserving; Control theory; Cost function; Eigenvalues and eigenfunctions; Feedback; Kernel; Mathematics; Optimal control; Riccati equations; Sparse matrices; Strontium;
Conference_Titel :
Decision and Control, 1997., Proceedings of the 36th IEEE Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4187-2
DOI :
10.1109/CDC.1997.652463