Abstract :
In this paper, we study efficient numerical methods for obtaining consistent initial conditions for systems of differential-algebraic equations (DAEs) with higher index arising e.g., from electronic circuits. We show that the class of Gear´s backward differentiation formulas, unlike other multi-step techniques, are useful means for obtaining consistent initial conditions when carefully implemented. The new method does not employ burdensome techniques such as the QR factorization or singular value decomposition which require the order of ns operations, where n is the size of the system. Therefore, these techniques are prohibitive for large circuits. The numerical experiments suggest that the method works reliably even for index-3 DAEs. Furthermore, the method is not only restricted to initial value problems for DAEs but can also be applied to solvers for boundary value problems based on shooting techniques
Keywords :
boundary-value problems; initial value problems; nonlinear differential equations; nonlinear network analysis; DAEs; Gear´s backward differentiation formulas; boundary value problems; consistent initial conditions; differential-algebraic equations; initial value problems; numerical methods; shooting techniques; Boundary value problems; Capacitance; Differential equations; Electronic circuits; Inductors; MOSFETs; Nonlinear equations; Nonlinear systems; Singular value decomposition; Voltage;