METHOD FOR CREATING AND CHOOSING A DETERMINATE PILOTING STRATEGY FOR AN AIRCRAFT

Patent №

US 9,852,640

Granted

2017-12-26

Filed 2015

Owner

THE BOEING COMPANY

Lab

AI components

4

ml · kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14835114

A method includes generating an initial flight context that includes a set of unresolved flight constraints. The method further includes generating a decision tree based on the initial flight context. The decision tree includes a plurality of flight contexts corresponding to leaves of the decision tree. The method also includes expanding the decision tree according to a greedy best-first strategy that selects a flight context of the decision tree for expansion based on a fitness value assigned to the flight context. The method includes selecting, as a piloting strategy, a flight context of the decision tree that includes a sequence of actions to resolve each of the unresolved flight constraints. The method further includes flying an aircraft according to the piloting strategy.

Machine learningKnowledge representationPlanningEvolutionary computationG05D 1/101B64C 19/00G08G 5/00G08G 5/34G08G 5/53G08G 5/54G08G 5/55

AI classification

Planning1.00
Evolutionary computation0.99
Machine learning0.95
Knowledge representation0.91
AI hardware0.41
Natural language0.01
Vision0.00
Speech0.00

Ownership

THE BOEING COMPANY

assignment · 364160049

Assignors

BESADA PORTAS, JUAN ALBERTO, LOPEZ LEONES, JAVIER, FRONTERA, GUILLERMO

On an employer assignment, the assignors are typically the inventors.

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