Lr. Petzold et al., REGULARIZATION OF HIGHER-INDEX DIFFERENTIAL-ALGEBRAIC EQUATIONS WITH RANK-DEFICIENT CONSTRAINTS, SIAM journal on scientific computing, 18(3), 1997, pp. 753-774
In this paper we present several regularizations for higher-index diff
erential-algebraic equations with rank-deficient or singular constrain
ts. These types of problems arise, for example, in the solution of con
strained mechanical systems, when a mechanism's trajectory passes thro
ugh or near a kinematic singularity. We derive a class of regularizati
ons for these problems which is based on minimization of the norm of t
he constraints. The new regularizations are analogous to trust-region
methods of numerical optimization. We give convergence results for the
regularizations and present some numerical experiments which illustra
te their effectiveness.