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 :
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