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
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;
Conference_Titel :
Intelligent Control, 2005. Proceedings of the 2005 IEEE International Symposium on, Mediterrean Conference on Control and Automation
Conference_Location :
Limassol
Print_ISBN :
0-7803-8936-0
DOI :
10.1109/.2005.1467066
