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Optimization-Based Training in ATM

机译：ATM中基于优化的培训

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摘要

Air Traffic Management is responsible for guiding airplanes as efficiently and safely as possible at and between airports. A team of air traffic controllers is required to make good decisions at all times, even under high stress. The complexity of their tasks requires frequent and high-quality training to ensure constant high performance of the team. In this paper, we present work in progress on a novel training tool based on the Optimization-based Virtual Instructor. The tool we propose combines mathematical optimization with visualization, and is expected to improve the training quality while reducing the training cost. We discuss the new Virtual Instructor concept and introduce the necessary state-of-the-art advances needed for both visualization and mathematical optimization to make it work. Two early-stage visualization prototypes are presented. The paper concludes with a possible way forward in the development of the Virtual Instructor.
机译：空中交通管理部门负责在机场内和机场之间尽可能高效，安全地引导飞机。即使在高压力下，也需要一支空中交通管制员团队在任何时候都做出明智的决定。他们任务的复杂性要求经常进行高质量的培训，以确保团队不断取得卓越绩效。在本文中，我们介绍了基于基于优化的虚拟讲师的新型培训工具的研究进展。我们提出的工具结合了数学优化和可视化功能，有望在降低培训成本的同时提高培训质量。我们讨论了新的Virtual Instructor概念，并介绍了可视化和数学优化使其工作所需的必要的最新技术。提出了两个早期的可视化原型。本文以虚拟教师的发展中可能的前进方式作了总结。

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