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Neural networks for optimal control of aircraft landing systems
dc.contributor.author | Lau, K |
dc.contributor.author | López González, Roberto |
dc.contributor.author | Oñate Ibáñez de Navarra, Eugenio |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Enginyeria Civil i Ambiental |
dc.date.accessioned | 2017-11-14T14:55:52Z |
dc.date.issued | 2007 |
dc.identifier.citation | Lau, K., López, R., Oñate, E. Neural networks for optimal control of aircraft landing systems. A: World Congress on Engineering. "Proceedings of the World Congress on Engineering 2007: WCE 2007, July 2-4, 2007, London, U.K.". London: International Association of Engineers (IAENG), 2007, p. 904-911. |
dc.identifier.isbn | 978-988-98671-5-7 |
dc.identifier.uri | http://hdl.handle.net/2117/110573 |
dc.description.abstract | In this work we present a variational formulation for a multilayer perceptron neural network. With this formulation any learning task for the neural network is defined in terms of finding a function that is an extremal for some functional. Thus the multi-layer perceptron provides a direct method for solving general variational problems. The application of this numerical method is investigated through an optimal control example, the aircraft landing problem. Using a multilayer perceptron neural network, the optimal control of the aircraft was determined by locating the extremal value of a variational problem formulated using the state variables of the aircraft. |
dc.format.extent | 8 p. |
dc.language.iso | eng |
dc.publisher | International Association of Engineers (IAENG) |
dc.subject | Àrees temàtiques de la UPC::Aeronàutica i espai::Mecànica de vol |
dc.subject | Àrees temàtiques de la UPC::Informàtica |
dc.subject.lcsh | Neural networks (Computer science)--Mathematical models |
dc.subject.lcsh | Landing aids (Aeronautics) |
dc.subject.other | neural networks |
dc.subject.other | multilayer perceptron |
dc.subject.other | optimal control |
dc.subject.other | aircraft landing |
dc.title | Neural networks for optimal control of aircraft landing systems |
dc.type | Conference report |
dc.subject.lemac | Xarxes neuronals (Informàtica) -- Aplicacions |
dc.subject.lemac | Avions -- Pilotatge |
dc.contributor.group | Universitat Politècnica de Catalunya. GMNE - Grup de Mètodes Numèrics en Enginyeria |
dc.relation.publisherversion | http://www.iaeng.org/publication/WCE2007/WCE2007_pp904-911.pdf |
dc.rights.access | Restricted access - publisher's policy |
local.identifier.drac | 2421123 |
dc.description.version | Postprint (published version) |
dc.date.lift | 10000-01-01 |
local.citation.author | Lau, K.; López, R.; Oñate, E. |
local.citation.contributor | World Congress on Engineering |
local.citation.pubplace | London |
local.citation.publicationName | Proceedings of the World Congress on Engineering 2007: WCE 2007, July 2-4, 2007, London, U.K. |
local.citation.startingPage | 904 |
local.citation.endingPage | 911 |