About: Neural Differentiation in Modeling

Facets (new session)
Description
Metadata
Settings
- owl:sameAs
- Inference Rule:

About: Neural Differentiation in Modeling Goto Sponge NotDistinct Permalink

An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The paper deals with a promising approach of modeling the real life systems, characterized with sets of measured/discrete data, by replacing them with analytical functions framework. the article is focused on neural network approximation of functional expressions. As an analyzed system a dynamic flight model has been chosen due to the necessity of considering several classes of large sets of aerodynamic lift, drag, speed, force, balance and mass data to get a comparable mock-up response. Handling such type of model is naturally a huge computation time demanding process. Being able to substitute it with analytical functions system presenting a coincident behaviour could dramatically improve computation time at all aspects of utilization (UAV/UAS, autopilot systems, flight simulators, real time control & stability response determination, e.t.c). Therefore first steps how to obtain analytical function are shown here. In this paper, sample case parameters were used to produce data that were then fitte The paper deals with a promising approach of modeling the real life systems, characterized with sets of measured/discrete data, by replacing them with analytical functions framework. the article is focused on neural network approximation of functional expressions. As an analyzed system a dynamic flight model has been chosen due to the necessity of considering several classes of large sets of aerodynamic lift, drag, speed, force, balance and mass data to get a comparable mock-up response. Handling such type of model is naturally a huge computation time demanding process. Being able to substitute it with analytical functions system presenting a coincident behaviour could dramatically improve computation time at all aspects of utilization (UAV/UAS, autopilot systems, flight simulators, real time control & stability response determination, e.t.c). Therefore first steps how to obtain analytical function are shown here. In this paper, sample case parameters were used to produce data that were then fitte (en)
Title	Neural Differentiation in Modeling Neural Differentiation in Modeling (en)
skos:prefLabel	Neural Differentiation in Modeling Neural Differentiation in Modeling (en)
skos:notation	RIV/70883521:28140/09:63508011!RIV10-GA0-28140___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GA102/09/1680)
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Tupý, Jaroslav Zelinka, Ivan Oplatková, Zuzana
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Univerzita Tomáše Bati ve Zlíně / Fakulta aplikované informatiky
http://linked.open...dnocenehoVysledku	329220
http://linked.open...ai/riv/idVysledku	RIV/70883521:28140/09:63508011
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Artificial Neural Network; modeling; approximation; feedforward network; artificial intelligence (en)
http://linked.open.../riv/klicoveSlovo	approximation modeling Artificial Neural Network artificial intelligence feedforward network
http://linked.open...ontrolniKodProRIV	[42A0E63E7B5F]
http://linked.open...v/mistoKonaniAkce	Brno
http://linked.open...i/riv/mistoVydani	Brno
http://linked.open...i/riv/nazevZdroje	MENDEL 2009 15th International Coference on Soft Computing
http://linked.open...in/vavai/riv/obor	BD
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	Control Algorithm Design by Means of Evolutionary Approach
http://linked.open...UplatneniVysledku	2009
http://linked.open...iv/tvurceVysledku	Oplatková, Zuzana Zelinka, Ivan Tupý, Jaroslav
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2009-06-24 (xsd:date)
number of pages	354 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Vysoké učení technické v Brně. Fakulta strojního inženýrství
https://schema.org/isbn	978-80-214-3675-6
http://localhost/t...ganizacniJednotka	28140

Faceted Search & Find service v1.16.118 as of Jun 21 2024

Alternative Linked Data Documents: ODE Content Formats:

RDF

ODATA

Microdata

About

OpenLink Virtuoso version 07.20.3240 as of Jun 21 2024, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (126 GB total memory, 41 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software