Parallel simulation for aviation applications
Proceedings of the 30th conference on Winter simulation
A fully sequential procedure for indifference-zone selection in simulation
ACM Transactions on Modeling and Computer Simulation (TOMACS)
Parallel and Distribution Simulation Systems
Parallel and Distribution Simulation Systems
Simulation Modeling and Analysis
Simulation Modeling and Analysis
Hybrid agent-based simulation for analyzing the national airspace system
Proceedings of the 33nd conference on Winter simulation
Ranking and Selection for Steady-State Simulation: Procedures and Perspectives
INFORMS Journal on Computing
Parallel and distributed systems: load sharing in heterogeneous distributed systems
Proceedings of the 34th conference on Winter simulation: exploring new frontiers
Simulation planning and rostering: runway schedule determination by simulation optimization
Proceedings of the 35th conference on Winter simulation: driving innovation
Intelligent control of air traffic landing sequences
International Journal of Modelling and Simulation
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While the literature contains several adaptive sampling techniques for statistical comparison of competing simulated system configurations and for embedded statistical computations during simulation run-time, these techniques are often difficult to apply to air traffic simulations because of the complexity of air traffic scenarios and because of the variety of model and data types needed to fully describe air traffic. Adaptive sampling techniques can be beneficial to the study of air traffic; for example, adaptive techniques can use ranking and selection methods to compare the relative worth of the competing configurations and calculate the number of observations required for rigorous statistical comparison, often dramatically reducing the run-time duration of simulations. In this paper, we will describe the implementation of such procedures in the Reconfigurable Flight Simulator for air traffic simulations. We also discuss implications for the coordination of simulation, analysis, and design activities.