packageAlgebraTestSuite
Nonlinear algebraic equation system benchmarks
Uses Modelica 3.2.2, UserInteraction 0.64.
Information
This package contains example problems for robustness testing of nonlinear algebraic equation solvers. It contains the following types of examples:
- Plain nonlinear algebraic equation systems: These can be solved using the well-known algorithms such as Newton-Raphson, Trust Region. See for instance all examples within AliasDifficult, Baharev2008, Baharev2009a, Baharev2009b, Lee2001.
- Nonlinear algebraic equation systems using probability-one homotopy maps: These are solved using continuation algorithms, and the construction of the homotopy maps use probability-one homotopy theory to guarantee convergence with probability one in sense of a Lebesgue measure. See for instance Melville1993, Roychowdhury2006.
This Modelica package is free software and the use is completely at your own risk; it can be redistributed and/or modified under the terms of the 3-Clause BSD License.
Contents
| Name | Description |
|---|---|
| BSD 3-Clause License | |
| Melville1993 | R.C. Melville et al.: "Artificial Parameter Homotopy Methods for the DC Operating Point Problem", 1993. |
| AliasDifficult | J.-P. Merlet et al.: "ALIAS difficult benches", 2007. |
| Baharev2008 | A. Baharev, E. Rev: "Reliable Computation of Equilibrium Cascades with Affine Arithmetic", 2008. |
| Baharev2009a | A. Baharev et al.: "Computation of an extractive distillation column with affine arithmetic", 2009. |
| Baharev2009b | A. Baharev, E. Rev: "A complete nonlinear system solver using affine arithmetic", 2009. |
| Lee2001 | T. Y. Lee, J. K. Shim: "Elimination-based solution method for the forward kinematics of the general Stewart-Gough platform", 2001. |
| Roychowdhury2006 | J. Roychowdhury, R. Melville : "Delivering global DC convergence for large mixed-signal circuits via homotopy/continuation methods", 2006. |
| P1Homotopy | Probability-one homotopy utilities |