Article ID: | iaor19971899 |
Country: | Netherlands |
Volume: | 68 |
Issue: | 1 |
Start Page Number: | 211 |
End Page Number: | 232 |
Publication Date: | Nov 1996 |
Journal: | Annals of Operations Research |
Authors: | Ferris Michael C., Dirkse Steven P. |
Keywords: | Newton method |
Computable general equilibrium models and other types of variational inequalities play a key role in computational economics. This paper describes the design and implementation of a pathsearch damped Newton method for solving such problems. Our algorithm improves on the typical Newton method (which generates and solves a sequence of LCPs) in both speed and robustness. The underlying complementarity problem is reformulated as a normal map so that standard algorithmic enhancements of Newton’s method for solving nonlinear equations can be easily applied. The solver is implemented as a GAMS subsystem, using an interface library developed for this purpose. Computational results obtained from a number of test problems arising in economics are given.