空中交通流调度的半定松弛

A. d’Aspremont, L. Ghaoui
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引用次数: 5

摘要

首先将具有扇区容量约束的低航段最优调度问题表述为一个混合整数线性规划。然后我们使用半定松弛技术来形成该问题的凸松弛。最后,我们提出了一种随机化算法来进一步提高解的质量。由于空中交通流问题的特殊结构,松弛具有单个大小为dn的半确定约束,其中d为最大延误,n为航班数。
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A Semidefinite Relaxation for Air Traffic Flow Scheduling
We first formulate the problem of optimally scheduling air traffic low with sector capacity constraints as a mixed integer linear program. We then use semidefinite relaxation techniques to form a convex relaxation of that problem. Finally, we present a randomization algorithm to further improve the quality of the solution. Because of the specific structure of the air traffic flow problem, the relaxation has a single semidefinite constraint of size dn where d is the maximum delay and n the number of flights.
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