Title :
Application of oblique projection Krylov subspace method for large scale model reduction
Author :
Ahmed, Nisar ; Awais, M.M.
Author_Institution :
Fac. of Electron. Eng., GIK Inst. of Eng. Sci. & Technol., Topi, Pakistan
Abstract :
Significant developments have taken place in the area of large-scale matrix computations. Much of these advancements are the result of contributions from Krylov subspace techniques. The popularity of this class of iterative methods in solving large sets of linear and non-linear equations as well as large eigenvalue problems stems from their relative simplicity and generality. Recognizing this property, the paper exploits and introduces the, new mathematical approach, Krylov subspace techniques and their use in the model reduction problem for large-scale systems. Hence the robust control design problem can be solved for the large-scale systems.
Keywords :
control system synthesis; controllability; iterative methods; large-scale systems; linear systems; matrix algebra; observability; reduced order systems; robust control; stability; eigenvalue problems; iterative methods; large scale model reduction; large-scale matrix computations; linear equations; nonlinear equations; oblique projection Krylov subspace method; robust control design problem; Algorithm design and analysis; Application software; Computer science; Control system synthesis; Iterative methods; Large-scale systems; Nonlinear equations; Reduced order systems; Riccati equations; Transfer functions;
Conference_Titel :
Multi Topic Conference, 2001. IEEE INMIC 2001. Technology for the 21st Century. Proceedings. IEEE International
Print_ISBN :
0-7803-7406-1
DOI :
10.1109/INMIC.2001.995326