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Principled negotiation and distributed optimization for advanced air traffic management.

机译:先进的空中交通管理的原则性谈判和分布式优化。

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Today's aircraft/airspace system faces complex challenges. Congestion and delays are widespread as air traffic continues to grow. Airlines want to better optimize their operations, and general aviation wants easier access to the system. Additionally, the accident rate must decline just to keep the number of accidents each year constant.; New technology provides an opportunity to rethink the air traffic management process. Faster computers, new sensors, and high-bandwidth communications can be used to create new operating models. The choice is no longer between “inflexible” strategic separation assurance and “flexible” tactical conflict resolution. With suitable operating procedures, it is possible to have strategic, four-dimensional separation assurance that is flexible and allows system users maximum freedom to optimize operations.; This thesis describes an operating model based on principled negotiation between agents. Many multi-agent systems have agents that have different, competing interests but have a shared interest in coordinating their actions. Principled negotiation is a method of finding agreement between agents with different interests. By focusing on fundamental interests and searching for options for mutual gain, agents with different interests reach agreements that provide benefits for both sides. Using principled negotiation, distributed optimization by each agent can be coordinated leading to iterative optimization of the system.; Principled negotiation is well-suited to aircraft/airspace systems. It allows aircraft and operators to propose changes to air traffic control. Air traffic managers check the proposal maintains required aircraft separation. If it does, the proposal is either accepted or passed to agents whose trajectories change as part of the proposal for approval. Aircraft and operators can use all the data at hand to develop proposals that optimize their operations, while traffic managers can focus on their primary duty of ensuring aircraft safety.; This thesis describes how an aircraft/airspace system using principled negotiation operates, and reports simulation results on the concept. The results show safety is maintained while aircraft have freedom to optimize their operations.
机译:当今的飞机/空域系统面临着复杂的挑战。随着空中交通的持续增长,拥堵和延误普遍存在。航空公司希望更好地优化其运营,而通用航空希望更轻松地访问该系统。此外,事故率必须下降,以保持每年的事故数量不变。新技术为重新思考空中交通管理流程提供了机会。更快的计算机,新的传感器和高带宽通信可用于创建新的操作模型。在“僵化”的战略隔离保证与“灵活的”战术冲突解决之间不再选择。通过适当的操作程序,可以有策略地进行四维分离,从而确保灵活性,并允许系统用户最大程度地自由优化操作。本文描述了一种基于代理之间原则性协商的操作模型。许多多主体系统的主体具有不同的竞争利益,但在协调其行为方面具有共同的利益。原则性协商是一种在具有不同利益的代理之间找到协议的方法。通过关注基本利益并寻求共同利益的选择,具有不同利益的代理商会达成为双方都带来利益的协议。使用原则上的协商,可以协调每个代理的分布式优化,从而导致系统的迭代优化。原则上的谈判非常适合飞机/空域系统。它允许飞机和运营人对空中交通管制提出建议。空中交通经理检查建议书,保持必要的飞机间隔。如果是这样,则该投标将被接受或传递给代理,这些代理的轨迹会更改为投标的一部分以供批准。飞机和运营人可以使用手头的所有数据来制定优化其运营的建议,而交通管理人员可以专注于确保飞机安全的主要职责。本文描述了使用原则性协商的飞机/空域系统如何运行,并报告了有关该概念的仿真结果。结果表明,在飞机具有自由度以优化其操作的同时,维持了安全性。

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