2007 · 184 citations · 14 references
EngineeringComputer ScienceSystems EngineeringDistributed SystemsTransportationTransportation EngineeringCongestion ControlCongestion ManagementIntelligent Transportation SystemsTraffic Flow AnalysisTraffic Flow ManagementTraffic Flow TheoryFlow ManagementTraffic Flow OptimizationTraffic ManagementTraffic Management Systems
Air traffic flow management is one of the fundamental challenges facing the Federal Aviation Administration (FAA) today. The FAA estimates that in 2005 alone, there were over 322,000 hours of delays at a cost to the industry in excess of three billion dollars. Finding reliable and adaptive solutions to the flow management problem is of paramount importance if the Next Generation Air Transportation Systems are to achieve the stated goal of accommodating three times the current traffic volume. This problem is particularly complex as it requires the integration and/or coordination of many factors including: new data (e.g., changing weather info), potentially conflicting priorities (e.g., different airlines), limited resources (e.g., air traffic controllers) and very heavy traffic volume (e.g., over 40,000 flights over the US airspace).
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Reinforcement Learning: An Introduction
IEEE Transactions on Neural Networks · 2005 · 25.8K citations
FACET: Future ATM Concepts Evaluation Tool
Karl Bilimoria, Banavar Sridhar, Shon Grabbe et al. · Air Traffic Control Quarterly · 2001 · 336 citations