Interval bounds on the solutions of semi-explicit index-one DAEs. Part 2: computation

Title

Interval bounds on the solutions of semi-explicit index-one DAEs. Part 2: computation

Publication Type
Journal Article
Year of Publication
2013
Journal
Numerische Mathematik
Volume
125
Pagination
27-60
Publisher
Springer-Verlag
ISSN
0029-599X
Abstract
This article presents two methods for computing interval bounds on the solutions of nonlinear, semi-explicit, index-one differential-algebraic equations (DAEs). Part 1 presents theoretical developments, while Part 2 discusses implementation and numerical examples. The primary theoretical contributions are (1) an interval inclusion test for existence and uniqueness of a solution, and (2) sufficient conditions, in terms of differential inequalities, for two functions to describe componentwise upper and lower bounds on this solution, point-wise in the independent variable. The first proposed method applies these results sequentially in a two-phase algorithm analogous to validated integration methods for ordinary differential equations (ODEs). The second method unifies these steps to characterize bounds as the solutions of an auxiliary system of DAEs. Efficient implementations of both are described using interval computations and demonstrated on numerical examples.