NDLI: Route Network Flow Assignment in the new generation of aviation by Cooperative Co-evolution

Content Provider	IEEE Xplore Digital Library
Author	Liu Huaxian Zhu Yanbo Cai Kaiquan Pan Qingge
Copyright Year	2011
Description	Author affiliation: School of Electronics and Information Engineering, Beihang University, Beijing, China, 100191 (Liu Huaxian; Zhu Yanbo; Cai Kaiquan) \|\| Northeast Air Traffic Management Bureau of CAAC, Shenyang, China, 110169 (Pan Qingge)
Abstract	Instead of assigning 3D trajectories of the flights in some sectors under traditional Air Traffic Management (ATM), the Route Network Flow Assignment (RNFA) problem is redefined in the new generation of aviation. It needs to properly assign both the 3D trajectories and the time slots (4D trajectories) for all the flights in the whole airspace, aiming at maximizing the use of airspace and alleviating the air traffic congestion. It is an optimization problem in essence and has to optimize all the flights' 4D trajectories. This problem is challenging because of the large scale of the flights and the relativity among them. To deal with it, this paper puts forward an effective method. The main idea is to introduce a divide-and-conquer strategy to divide this large scale problem into small ones. During which, a dynamic grouping operator is adopted, while considering the relativity among the flights. For the optimization of the subcomponents, a dual coding Differential Evolution (DE) method is proposed to adapt the high efficiency DE to this discrete optimization problem. The experimental results show that our method can solve the RNFA problem both effectively and efficiently and outperforms the current approaches. Moreover, the application of the proposed methodology can also be served as a benchmark application in the fields of the large scale problems' optimization.
Starting Page	175
Ending Page	180
File Size	267724
Page Count	6
File Format	PDF
ISBN	9781612841991
e-ISBN	9781612842004
DOI	10.1109/ICCIS.2011.6070323
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-09-17
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Optimization Vectors Trajectory Atmospheric modeling Intelligent systems Three dimensional displays Conferences Dual-coding Differential Evolution Route Network Flow Assignment Cooperative Coevolution
Content Type	Text
Resource Type	Article

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