WSEAS Transactions on Computers
Print ISSN: 1109-2750, E-ISSN: 2224-2872
Volume 17, 2018
Using Continuous Hopfield Network for Static sectorization of Airspace
Authors: , ,
Abstract: As traffic keeps increasing, en route capacity, especially in Europe, becomes a serious problem. According to the European Commission, every year, the number of flights in operation increases by 5%, which is the principal cause of airspace saturation and raise of the controller’s workload. Today, the Sectorization of Airspace Problem (SAP) has become one of the most important problems of operational research. The main objective of the SAP is to minimize the total coordination workload between adjacent sectors and to balance the controllers’ workload among sectors. To solve this problem, we model the SAP in terms of 0-1 quadratic programming subject to linear constraints. As result, we use the Continuous Hopfield Network CHN to solve the proposed model; in addition, some numerical results are introduced to confirm the most optimal model.
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Keywords: Air Traffic Control ATC, Sectorization of Airspace Problem SAP, Quadratic Programming QP, Continuous Hopfield Network CHN
Pages: 202-211
WSEAS Transactions on Computers, ISSN / E-ISSN: 1109-2750 / 2224-2872, Volume 17, 2018, Art. #25