Automatic parameter estimation in large scale simulation models

The methods discussed are also useful in employing a large-scale simulation model to arrive at a set of decisions which optimize a criterion of interest to decision makers. This dynamic problem is first converted into a static optimization problem. Methods of direct function search and polynominal approximations to the response surface are investigated for their applicability to the problem. Finally, a number of approaches are suggested for future research.