Applied multivariate techniques
Applied multivariate techniques
The simulation metamodel
Proceedings of the 30th conference on Winter simulation
Validation of models: statistical techniques and data availability
Proceedings of the 31st conference on Winter simulation: Simulation---a bridge to the future - Volume 1
TALUS—an object oriented air combat simulation
Proceedings of the 31st conference on Winter simulation: Simulation---a bridge to the future - Volume 2
Simulation analysis: applications of discrete event simulation modeling to military problems
Proceedings of the 33nd conference on Winter simulation
Probability and Statistics in the Engineering and Computing Sciences
Probability and Statistics in the Engineering and Computing Sciences
Verification and validation: verification and validation of simulation models
Proceedings of the 35th conference on Winter simulation: driving innovation
Simulation Modeling and Analysis (McGraw-Hill Series in Industrial Engineering and Management)
Simulation Modeling and Analysis (McGraw-Hill Series in Industrial Engineering and Management)
Design and Analysis of Simulation Experiments
Design and Analysis of Simulation Experiments
Team optimal signaling strategies in air combat
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
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The paper presents a new game theoretic approach towards the validation of discrete event air combat simulation models. In the approach, statistical techniques are applied for estimating game models based on simulation data. The estimation procedure is presented in cases involving games with both discrete and continuous decision variables. The validity of the simulation model is assessed by comparing the properties of the estimated games to actual practices in air combat. The approach enhances existing methods for the validation of discrete event simulation models by incorporating the inherent game setting of air combat into the analysis. The estimated games also provide a novel game theoretic perspective to simulation metamodeling which is used to facilitate simulation analysis. The utilization of the game theoretic approach is illustrated by analyzing simulation data produced with an existing air combat simulation model.