Title :
Efficient computations for solving algebraic Riccati equations by Newton´s method
Author_Institution :
Nat. Inst. for R&D in Inf., Bucharest, Romania
Abstract :
Based on equivalent formulas for generalized continuous- and discrete-time algebraic Riccati equations (AREs), improved algorithms are proposed for solving such equations using Newton´s method. The residual and closed-loop matrices needed by Newton solvers are efficiently computed, in order to reduce the computational effort per iteration. Newton algorithms are suitable for solving large AREs with dense matrices, and especially for improving the accuracy of the solutions provided by other algorithms.
Keywords :
Newton method; Riccati equations; matrix algebra; ARE; Newton method; Newton solvers; closed-loop matrices; generalized continuous-time algebraic Riccati equations; generalized discrete-time algebraic Riccati equations; residual matrices; Mathematical model; Newton method; Riccati equations; Standards; Symmetric matrices; Xenon;
Conference_Titel :
System Theory, Control and Computing (ICSTCC), 2014 18th International Conference
Conference_Location :
Sinaia
DOI :
10.1109/ICSTCC.2014.6982483