DocumentCode
657655
Title
Solving SLICOT benchmarks for algebraic Riccati equations by modified Newton´s method
Author
Sima, Vasile
Author_Institution
Nat. Inst. for R&D in Inf., Bucharest, Romania
fYear
2013
fDate
11-13 Oct. 2013
Firstpage
491
Lastpage
497
Abstract
Improved algorithms for solving continuous- and discrete-time algebraic Riccati equations using Newton´s method with or without line search are discussed. The basic theory and algorithms, as well as the developed solvers, are briefly presented. The main results of an investigation of the performance of these solvers on examples from the SLICOT benchmark collections are compared with those obtained using the widely-used MATLAB functions care and dare. The numerical results often show significantly improved accuracy, measured in terms of normalized residuals or relative errors (when exact results are known), and greater efficiency. The use of such algorithms is strongly recommended, especially for improving the solutions computed by other solvers.
Keywords
Newton method; Riccati equations; continuous time systems; discrete time systems; mathematics computing; SLICOT benchmark collections; continuous-time algebraic Riccati equations; discrete-time algebraic Riccati equations; line search; modified Newton´s method; normalized residuals; relative errors; Benchmark testing; Convergence; Equations; MATLAB; Newton method; Standards; Symmetric matrices;
fLanguage
English
Publisher
ieee
Conference_Titel
System Theory, Control and Computing (ICSTCC), 2013 17th International Conference
Conference_Location
Sinaia
Print_ISBN
978-1-4799-2227-7
Type
conf
DOI
10.1109/ICSTCC.2013.6689006
Filename
6689006
Link To Document