LYAPACK

LYAPACK A MATLAB Toolbox for Large Lyapunov and Riccati Equations, Model Reduction Problems, and Linear–Quadratic Optimal Control Problems Users ’ Guide (Version 1.0). Control theory is one of the most rapidly developing disciplines of mathematics and engineering in the second half of the 20th century. In the past decade, implementations of numerically robust algorithms for many types of dense problems in control theory have become available in software packages, such as SLICOT [7]. However, little research has been done on efficient numerical methods for control problems related to large sparse or structured dynamical systems before 1990. In the last few years, quite a number of approaches for several types of large control problems have been proposed, but, at present, it is often not clear, which of them are the more promising ones. It is needless to say that there is little software for large control problems available. In this situation, the author took the opportunity to implement the software package LYAPACK (“Lyapunov Package”), which covers one particular approach to a class of large problems in control theory. An efficient ADI-based solver for large Lyapunov equations is the “workhorse ” of LYAPACK, which also contains implementations of two model reduction methods and modifications of the Newton method for the solution of large Riccati equations and linear-quadratic optimal control problems. ..


References in zbMATH (referenced in 36 articles )

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  1. Barkouki, Houda; Bentbib, A.H.; Jbilou, K.: An adaptive rational block Lanczos-type algorithm for model reduction of large scale dynamical systems (2016)
  2. Bouhamidi, A.; Hached, M.; Jbilou, K.: A preconditioned block Arnoldi method for large scale Lyapunov and algebraic Riccati equations (2016)
  3. Braun, Philipp; Hernández, Erwin; Kalise, Dante: Reduced-order LQG control of a Timoshenko beam model (2016)
  4. Massoudi, Arash; Opmeer, Mark R.; Reis, Timo: Analysis of an iteration method for the algebraic Riccati equation (2016)
  5. Mehrmann, Volker; Poloni, Federico: An inverse-free ADI algorithm for computing Lagrangian invariant subspaces. (2016)
  6. Simoncini, V.: Computational methods for linear matrix equations (2016)
  7. Bänsch, Eberhard; Benner, Peter; Saak, Jens; Weichelt, Heiko K.: Riccati-based boundary feedback stabilization of incompressible Navier-Stokes flows (2015)
  8. Lang, Norman; Mena, Hermann; Saak, Jens: On the benefits of the $L D L^T$ factorization for large-scale differential matrix equation solvers (2015)
  9. Benner, P.; Saak, J.; Schieweck, F.; Skrzypacz, P.; Weichelt, H.K.: A non-conforming composite quadrilateral finite element pair for feedback stabilization of the Stokes equations (2014)
  10. Druskin, V.; Simoncini, V.; Zaslavsky, M.: Adaptive tangential interpolation in rational Krylov subspaces for MIMO dynamical systems (2014)
  11. Simoncini, Valeria; Szyld, Daniel B.; Monsalve, Marlliny: On two numerical methods for the solution of large-scale algebraic Riccati equations (2014)
  12. Benner, Peter; Kürschner, Patrick; Saak, Jens: Efficient handling of complex shift parameters in the low-rank Cholesky factor ADI method (2013)
  13. Benner, Peter; Saak, Jens: Numerical solution of large and sparse continuous time algebraic matrix Riccati and Lyapunov equations: a state of the art survey (2013)
  14. Benner, Peter; Saak, Jens; Stoll, Martin; Weichelt, Heiko K.: Efficient solution of large-scale saddle point systems arising in Riccati-based boundary feedback stabilization of incompressible Stokes flow (2013)
  15. Bouhamidi, Abderrahman; Hached, M.; Heyouni, M.; Jbilou, Khalide: A preconditioned block Arnoldi method for large Sylvester matrix equations (2013)
  16. Bini, Dario A.; Iannazzo, Bruno; Meini, Beatrice: Numerical solution of algebraic Riccati equations. (2012)
  17. Benner, Peter; Faßbender, Heike: On the numerical solution of large-scale sparse discrete-time Riccati equations (2011)
  18. De Los Reyes, Juan Carlos; Stykel, Tatjana: A balanced truncation-based strategy for optimal control of evolution problems (2011)
  19. Druskin, Vladimir; Knizhnerman, Leonid; Simoncini, Valeria: Analysis of the rational Krylov subspace and ADI methods for solving the Lyapunov equation (2011)
  20. Jbilou, K.: ADI preconditioned Krylov methods for large Lyapunov matrix equations (2010)

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