View source for 18463188. AIRCRAFT CONTROL SYSTEM FAILURE EVENT SEARCH (The Boeing Company)

=AIRCRAFT CONTROL SYSTEM FAILURE EVENT SEARCH=


==Organization Name==

[[:Category:The Boeing Company|The Boeing Company]]


[[Category:The Boeing Company]]

==Inventor(s)==

[[:Category:Ítalo Romani De Oliveira of São José dos Campos (BR)|Ítalo Romani De Oliveira of São José dos Campos (BR)]][[Category:Ítalo Romani De Oliveira of São José dos Campos (BR)]]

[[:Category:Alejandro Torres G�miz of Madrid (ES)|Alejandro Torres G�miz of Madrid (ES)]][[Category:Alejandro Torres G�miz of Madrid (ES)]]

[[:Category:Thiago Toshio Matsumoto of Taubate (BR)|Thiago Toshio Matsumoto of Taubate (BR)]][[Category:Thiago Toshio Matsumoto of Taubate (BR)]]

==AIRCRAFT CONTROL SYSTEM FAILURE EVENT SEARCH==


This abstract first appeared for US patent application 18463188 titled 'AIRCRAFT CONTROL SYSTEM FAILURE EVENT SEARCH

==Original Abstract Submitted==

A computing device including a processor configured to receive a specification of a search space over inputs to an aircraft control system. The processor is further configured to perform a Monte Carlo tree search (MCTS) to identify an adversarial branch of the search space. The MCTS includes, in each of a plurality of partitioning steps, computing discrete branches of the search space by computing sample values of a partitioning objective function, estimating a probability density function of the objective function, and partitioning a current-iteration portion of the search space based on the probability density function. The discrete branches each include event nodes that have corresponding estimated event probabilities. The MCTS further includes, at a multi-agent system model including supervised learning models, recomputing the estimated event probabilities and the current-iteration portion of the search space. The processor is further configured to generate and output a graphical representation of the adversarial branch.



[[Category:B64D45/00]]
[[Category:CPC_B64D45/00]]