DocumentCode
3548814
Title
A Neuro-Dynamic Based Conflict Resolution Scheme for Air Traffic Management
Author
Papageorgiou, Xanthi ; Kyriakopoulos, Kostas J.
Author_Institution
Dept. of Mech. Eng., Nat. Tech. Univ. of Athens
fYear
2005
fDate
27-29 June 2005
Firstpage
501
Lastpage
506
Abstract
The aim of this paper is to study a numerical solution for the 2-D conflict resolution problem in air traffic management (ATM). This numerical solution is achieved using nonlinear programming and neural-networks. We use a set of optimal solutions obtained by nonlinear programming in order to train the neural network. We validated our methods with simulations and we compared the optimal and suboptimal solutions for the same scenario
Keywords
air traffic control; neural nets; nonlinear programming; suboptimal control; 2D conflict resolution problem; air traffic management; neural-networks; neuro-dynamic based conflict resolution; nonlinear programming; suboptimal solutions; Aerospace control; Air traffic control; Air transportation; Aircraft navigation; Communication system traffic control; Mechanical engineering; Neural networks; Stochastic processes; Telecommunication traffic; Traffic control;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control, 2005. Proceedings of the 2005 IEEE International Symposium on, Mediterrean Conference on Control and Automation
Conference_Location
Limassol
ISSN
2158-9860
Print_ISBN
0-7803-8936-0
Type
conf
DOI
10.1109/.2005.1467066
Filename
1467066
Link To Document