Sentence examples for deterministic simulation model from inspiring English sources
In this paper, a simulated annealing – a meta-heuristic optimization method – that interacts with a deterministic simulation model of the log transport system, in which the precedence and temporal relations among activities are explicitly accounted for, is proposed.
Stevens, G. L., Willers, J. L., Sequeira, R. A. & Gerard, P. D. Analysis of deterministic simulation model performance using non-replicated factorial two-level experiments.
Besides, a deterministic simulation model is developed to analyze the change propagation schemes.
Firstly, a deterministic simulation model of the aircraft bleed air system is created in AMESim software.
Our focus is primarily on the task of metamodeling, which is driven by the goal of optimizing a complex system via a deterministic simulation model.
These, namely surrogate models (SM), are identified processing deterministic model simulation data.
This paper discusses the benefits of using sensitivity analysis to characterize model behavior; the use of experimental design for this purpose; our procedure for using designed experiments to analyze deterministic simulation models; the application of this procedure to four published software process simulators; the results of our analysis; and the merits of this approach.
Emulators, by providing efficient interpolation between outputs of deterministic simulation models, can considerably extend the field of applicability of such computationally demanding techniques.
Statistical and deterministic simulations of the models using the data collected will be conducted by employing existing software, and the results will be used to refine the models.
We conjecture that this relationship provides a simple and computationally inexpensive way to test the accuracy of reduced stochastic models using deterministic simulations.
In order to show that the variability in the oscillations is qualitatively different from those seen in deterministic simulations, we also performed deterministic simulations on the models.
