In this paper some Unmanned Aerial Vehicles are equipped with a fixed camera to conduct surveillance operations, the route planning method are presented using neural network method. The simulation results are presented to demonstrate the performance and computational efficiency of the method. As neutral network approximation does not require analytic derivatives, speed could be further enhanced, it could be quite useful for real -time optimization control.
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