Abstract
For higher index differential-algebraic equations (DAEs) some components of the solution depend on derivatives of the right-hand side. In this context, two main results are pointed out here. On the one hand, a description of the different types of undifferentiated components involved in the DAE is obtained by a projector-based decoupling. To this end, we define a new decoupling based on the number of inherent differentiations of the right-hand side that are required to determine each component. On the other hand, we introduce characteristic values that characterize the robustness of our numerically determined index-classification and decoupling as well as a meaningful indicator that permit the diagnosis of singular points.
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References
Berger, T., Ilchmann, A.: On the standard canonical form of time-varying linear DAEs. Q. Appl. Math. 71(1), 69–87 (2013)
Brenan, K.E., Campbell, S.L., Petzold, L.R.: Numerical Solution of Initial-Value Problems in Differential-Algebraic Equations. Unabridged, Corr. Republ. Classics in Applied Mathematics, vol. 14. SIAM, Society for Industrial and Applied Mathematics, Philadelphia (1996)
Campbell, S.L.: A general form for solvable linear time varying singular systems of differential equations. SIAM J. Math. Anal. 18(4), 1101–1115 (1987)
Estévez Schwarz, D., da Fonseca, C.M.: On singular values related to DAEs in Kronecker canonical form. Mediterr. J. Math. (2015). doi:10.1007/s00009-015-0657-5
Estévez Schwarz, D.: Consistent initialization for index-2 differential algebraic equations and its application to circuit simulation. PhD thesis. Humboldt-Univ., Mathematisch-Naturwissenschaftliche Fakultät II, Berlin (2000). http://edoc.hu-berlin.de/docviews/abstract.php?id=10218
Estévez Schwarz, D., Lamour, R.: Diagnosis of singular points of structured DAEs using automatic differentiation Numerical Algorithms 69(4), 667–691 (2015)
Estévez Schwarz, D., Lamour, R.: Diagnosis of singular points of properly stated DAEs using automatic differentiation Numerical Algorithms 70(4), 777–805 (2015)
Estévez Schwarz, D., Tischendorf, C.: Structural analysis of electric circuits and consequences for the MNA. Int. J. Circuit Theory Appl. 28(2), 131–162 (2000)
Galántai, A.: Projectors and Projection Methods Advances in Mathematics (Dordrecht), vol. 6. Kluwer Academic Publishers, Boston (2004)
Golub, G.H., van Loan, C.F.: Matrix Computations. John Hopkins University Press, Baltimore (1996)
Griepentrog, E., März, R.: Differential-algebraic equations and their numerical treatment., volume 88 of Teubner-Texte Zur Mathematik. B.G. Teubner Verlagsgesellschaft, Leipzig (1986)
Kunkel, P., Mehrmann, V.: Differential-Algebraic Equations - Analysis and Numerical Solution. EMS Publishing House, Zürich (2006)
Lamour, R., März, R., Tischendorf, C.: Differential-algebraic equations: A Projector Based Analysis. Differential-Algebraic Equations Forum, vol. 1. Springer, Berlin (2013)
Rabier, P.J., Rheinboldt. W.C.: Theoretical and Numerical analysis of differential-algebraic equations. ciarlet, P. G. (ed.) Handbook of numerical analysis. Vol. 8: Techniques of scientific computing (Part 4). Numerical methods of fluids (Part 2), pp 183–540. Elsevier, Amsterdam (2002)
Riaza, R.: Differential-algebraic systems. Analytical aspects and circuit applications. World scientific, Hackensack (2008)
Walter, S.F., Lehmann, L.: Algorithmic differentiation in python with algopy. Journal of Computational Science 4(5), 334–344 (2013)
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Schwarz, D.E., Lamour, R. A new projector based decoupling of linear DAEs for monitoring singularities. Numer Algor 73, 535–565 (2016). https://doi.org/10.1007/s11075-016-0107-x
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DOI: https://doi.org/10.1007/s11075-016-0107-x
Keywords
- DAE
- Differential-algebraic equation
- Index
- Derivative array
- Projector-based analysis
- Kronecker canonical form
- Hessenberg form
- Modified nodal analysis
- MNA
- Singular value
- Condition number
- Golden ratio