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Genetic algorithm based on receding horizon control for arrival sequencing and scheduling

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journal contribution
posted on 21.10.2008, 09:10 by Wen-Hua Chen, Xiao-Bing Hu
The concept of Receding Horizon Control (RHC) is introduced into Genetic Algorithm (GA) in this paper to solve the problem of Arrival Scheduling and Sequencing (ASS) at a busy hub airport. A GA based method is proposed for solving the dynamic ASS problem, and the focus is put on the methodology of integrating the RHC strategy into the GA for real-time implementations in a dynamic environment of air traffic control (ATC). Receding horizon and terminal penalty are investigated in depth as two key techniques of this novel RHC based GA. Simulation results show that the new method proposed in this paper is effective and efficient to solve the ASS problem in a dynamic environment. Key words: Receding Horizon Control, Genetic Algorithm, Air Traffic Contro

History

School

  • Aeronautical, Automotive, Chemical and Materials Engineering

Department

  • Aeronautical and Automotive Engineering

Citation

CHEN, W-H. and HU, X-B., 2005. Genetic algorithm based on receding horizon control for arrival sequencing and scheduling. Engineering Applications of Artificial Intelligence, 18, (5), pp.633-642. [DOI:10.1016/j.engappai.2004.11.012]

Publisher

© Elsevier Science B.V.

Publication date

2005

Notes

This article was published in the journal Engineering applications of artificial intelligence [© Elsevier Science B.V.] and is also available at: http://www.sciencedirect.com/science/journal/09521976

ISSN

0952-1976

Language

en

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