System identification: theory for the user
System identification: theory for the user
Simulation optimization using frequency domain methods
WSC '86 Proceedings of the 18th conference on Winter simulation
Simulation sensitivity analysis: A frequency domain approach
WSC '81 Proceedings of the 13th conference on Winter simulation - Volume 2
Metamodels for simulation input-output relations
WSC '92 Proceedings of the 24th conference on Winter simulation
Simulation of Poisson processes with trigonometric rates
WSC '92 Proceedings of the 24th conference on Winter simulation
The scientific method of choosing model fidelity
WSC '92 Proceedings of the 24th conference on Winter simulation
WSC '94 Proceedings of the 26th conference on Winter simulation
Metamodeling: a state of the art review
WSC '94 Proceedings of the 26th conference on Winter simulation
Characterizing a nonstationary M/G/1 queue using bode plots
WSC '94 Proceedings of the 26th conference on Winter simulation
On the simultaneous construction of sample paths
WSC '95 Proceedings of the 27th conference on Winter simulation
Autocorrelation of cycle times in semiconductor manufacturing systems
WSC '95 Proceedings of the 27th conference on Winter simulation
Modeling just-in-time production systems: a critical review
WSC '93 Proceedings of the 25th conference on Winter simulation
Simulation optimization: methods and applications
Proceedings of the 29th conference on Winter simulation
Proceedings of the 30th conference on Winter simulation
Solution to the indexing problem of frequency domain simulation experiments
WSC '91 Proceedings of the 23rd conference on Winter simulation
Some extentions and limitations of frequency domain experiments
WSC '88 Proceedings of the 20th conference on Winter simulation
The global simulation clock as the frequency domain experiment index
WSC '88 Proceedings of the 20th conference on Winter simulation
Alternative methods for generating and analyzing the output series of frequency domain experiments
WSC '88 Proceedings of the 20th conference on Winter simulation
Using simulation to solve problems: a tutorial on the analysis of simulation output
WSC '87 Proceedings of the 19th conference on Winter simulation
Future directions for frequency domain approach
WSC '87 Proceedings of the 19th conference on Winter simulation
Future directions in response surface methodology for simulation
WSC '87 Proceedings of the 19th conference on Winter simulation
Frequency domain metamodelling of a feedback queue
WSC '87 Proceedings of the 19th conference on Winter simulation
A model for frequency domain experiments
WSC '87 Proceedings of the 19th conference on Winter simulation
Proceedings of the 31st conference on Winter simulation: Simulation---a bridge to the future - Volume 1
Initial transient effects in the frequency domain
WSC' 90 Proceedings of the 22nd conference on Winter simulation
System identification using frequency domain methodology
WSC' 90 Proceedings of the 22nd conference on Winter simulation
Design of experiments: robust design: seeking the best of all possible worlds
Proceedings of the 32nd conference on Winter simulation
Output modeling: abc's of output analysis
Proceedings of the 33nd conference on Winter simulation
Fuzzy controlled simulation optimization
Fuzzy Sets and Systems - Special issue: Approximate Reasoning in Words
Agent models I: frequency-based designs for terminating simulations: a peace-enforcement example
Proceedings of the 35th conference on Winter simulation: driving innovation
State-of-the-Art Review: A User's Guide to the Brave New World of Designing Simulation Experiments
INFORMS Journal on Computing
Evaluating the effectiveness of FDM in identifying important factors in a dynamic flowshop
Robotics and Computer-Integrated Manufacturing
Decision-theoretic design space exploration of multiprocessor platforms
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Simulation factor screening using cross-spectral methods
Operations Research Letters
How difficult is the frequency selection problem?
Operations Research Letters
Efficient data allocation for frequency domain experiments
Operations Research Letters
A comparison of frequency domain methodology and conventional factor screening methods
Operations Research Letters
Techniques for simulation response optimization
Operations Research Letters
Simulation metamodeling in continuous time using dynamic Bayesian networks
Proceedings of the Winter Simulation Conference
| Hi-index | 48.22 |
An experimental method for identifying an appropriate model for a simulation response surface is presented. This technique can be used for globally identifying those factors in a simulation that have a significant influence on the output. The experiments are run in the frequency domain. A simulation model is run with input factors that oscillate at different frequencies during a run. The functional form of a response surface model for the simulation is indicated by the frequency spectrum of the output process. The statistical significance of each term in a prospective response surface model can be measured. Conditions are given for which the frequency domain approach is equivalent to ranking terms in a response surface model by their correlation with the output. Frequency domain simulation experiments typically will require many fewer computer runs than conventional run-oriented simulation experiments.