In this work, a framework for the automatic symbolic index reduction and numerical integration of generic differential-algebraic equation systems is presented. The proposed approach does not exploit any a priori knowledge of the specific differential-algebraic system of equation formulation. The index reduction is performed only with the aim of linear algebra techniques. Hierarchical representation of expressions is conveniently used to limit expression swell and ensure the numerical stability of the solution. The effectiveness of the algorithm is validated through symbolic and numerical experiments on a multi-body model.

A Symbolic-Numerical Approach to Index Reduction and Solution of Differential-Algebraic Equations / Stocco, Davide; Larcher, Matteo. - ELETTRONICO. - 14477:(2025), pp. 149-164. ( 4th International Conference on Numerical Computations: Theory and Algorithms, NUMTA 2023 Pizzo (VV), Italy 14th June-20th June, 2023) [10.1007/978-3-031-81244-6_11].

A Symbolic-Numerical Approach to Index Reduction and Solution of Differential-Algebraic Equations

Davide Stocco
Primo
;
Matteo Larcher
Secondo
2025-01-01

Abstract

In this work, a framework for the automatic symbolic index reduction and numerical integration of generic differential-algebraic equation systems is presented. The proposed approach does not exploit any a priori knowledge of the specific differential-algebraic system of equation formulation. The index reduction is performed only with the aim of linear algebra techniques. Hierarchical representation of expressions is conveniently used to limit expression swell and ensure the numerical stability of the solution. The effectiveness of the algorithm is validated through symbolic and numerical experiments on a multi-body model.
2025
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Cham
Springer
9783031812439
9783031812446
Stocco, Davide; Larcher, Matteo
A Symbolic-Numerical Approach to Index Reduction and Solution of Differential-Algebraic Equations / Stocco, Davide; Larcher, Matteo. - ELETTRONICO. - 14477:(2025), pp. 149-164. ( 4th International Conference on Numerical Computations: Theory and Algorithms, NUMTA 2023 Pizzo (VV), Italy 14th June-20th June, 2023) [10.1007/978-3-031-81244-6_11].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/447112
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