339 citations · 408 across the 13 of their papers we have counts for
3 papers · 1 filter
Enhanced Self-Organizing Map Solution for the Traveling Salesman Problem
Joao P. A. Dantas, Andre N. Costa, Marcos R. O. A. Maximo +1
Using an enhanced Self-Organizing Map method, we provided suboptimal solutions to the Traveling Salesman Problem. Besides, we employed hyperparameter tuning to identify the most cr…
Weapon Engagement Zone Maximum Launch Range Estimation Using a Deep Neural Network
Joao P. A. Dantas, Andre N. Costa, Diego Geraldo +2
This work investigates the use of a Deep Neural Network (DNN) to perform an estimation of the Weapon Engagement Zone (WEZ) maximum launch range. The WEZ allows the pilot to identif…
Engagement Decision Support for Beyond Visual Range Air Combat
Joao P. A. Dantas, Andre N. Costa, Diego Geraldo +2
This work aims to provide an engagement decision support tool for Beyond Visual Range (BVR) air combat in the context of Defensive Counter Air (DCA) missions. In BVR air combat, en…