Matches in SemOpenAlex for { <https://semopenalex.org/work/W3093730743> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W3093730743 endingPage "230" @default.
- W3093730743 startingPage "215" @default.
- W3093730743 abstract "In the paper, authors explore the possibility of using the recurrent neural networks (RNN) - Elman, GRU and LSTM - for an approximation of the solution of the fractional-orders differential equations. The RNN network parameters are estimated via optimisation with the second order L-BFGS algorithm. It is done based on data from four systems: simple first and second fractional order LTI systems, a system of fractional-order point kinetics and heat exchange in the nuclear reactor core and complex nonlinear system. The obtained result shows that the studied RNNs are very promising as approximators of the fractional-order systems. On the other hand, these approximations may be easily implemented in real digital control platforms." @default.
- W3093730743 created "2020-10-29" @default.
- W3093730743 creator A5049918058 @default.
- W3093730743 date "2020-01-01" @default.
- W3093730743 modified "2023-09-27" @default.
- W3093730743 title "Approximation of Fractional Order Dynamic Systems Using Elman, GRU and LSTM Neural Networks" @default.
- W3093730743 cites W2035626525 @default.
- W3093730743 cites W2051434435 @default.
- W3093730743 cites W2054301225 @default.
- W3093730743 cites W2064675550 @default.
- W3093730743 cites W2071593170 @default.
- W3093730743 cites W2110485445 @default.
- W3093730743 cites W2157331557 @default.
- W3093730743 cites W2304687139 @default.
- W3093730743 cites W2482958248 @default.
- W3093730743 cites W2525303370 @default.
- W3093730743 cites W2733667913 @default.
- W3093730743 cites W2737401551 @default.
- W3093730743 cites W2770098510 @default.
- W3093730743 cites W2792564469 @default.
- W3093730743 cites W3015675478 @default.
- W3093730743 doi "https://doi.org/10.1007/978-3-030-61401-0_21" @default.
- W3093730743 hasPublicationYear "2020" @default.
- W3093730743 type Work @default.
- W3093730743 sameAs 3093730743 @default.
- W3093730743 citedByCount "3" @default.
- W3093730743 countsByYear W30937307432022 @default.
- W3093730743 countsByYear W30937307432023 @default.
- W3093730743 crossrefType "book-chapter" @default.
- W3093730743 hasAuthorship W3093730743A5049918058 @default.
- W3093730743 hasConcept C10138342 @default.
- W3093730743 hasConcept C121332964 @default.
- W3093730743 hasConcept C132721684 @default.
- W3093730743 hasConcept C147168706 @default.
- W3093730743 hasConcept C151319957 @default.
- W3093730743 hasConcept C154945302 @default.
- W3093730743 hasConcept C158622935 @default.
- W3093730743 hasConcept C162324750 @default.
- W3093730743 hasConcept C182306322 @default.
- W3093730743 hasConcept C2775924081 @default.
- W3093730743 hasConcept C28826006 @default.
- W3093730743 hasConcept C31258907 @default.
- W3093730743 hasConcept C33923547 @default.
- W3093730743 hasConcept C41008148 @default.
- W3093730743 hasConcept C47446073 @default.
- W3093730743 hasConcept C50644808 @default.
- W3093730743 hasConcept C62520636 @default.
- W3093730743 hasConceptScore W3093730743C10138342 @default.
- W3093730743 hasConceptScore W3093730743C121332964 @default.
- W3093730743 hasConceptScore W3093730743C132721684 @default.
- W3093730743 hasConceptScore W3093730743C147168706 @default.
- W3093730743 hasConceptScore W3093730743C151319957 @default.
- W3093730743 hasConceptScore W3093730743C154945302 @default.
- W3093730743 hasConceptScore W3093730743C158622935 @default.
- W3093730743 hasConceptScore W3093730743C162324750 @default.
- W3093730743 hasConceptScore W3093730743C182306322 @default.
- W3093730743 hasConceptScore W3093730743C2775924081 @default.
- W3093730743 hasConceptScore W3093730743C28826006 @default.
- W3093730743 hasConceptScore W3093730743C31258907 @default.
- W3093730743 hasConceptScore W3093730743C33923547 @default.
- W3093730743 hasConceptScore W3093730743C41008148 @default.
- W3093730743 hasConceptScore W3093730743C47446073 @default.
- W3093730743 hasConceptScore W3093730743C50644808 @default.
- W3093730743 hasConceptScore W3093730743C62520636 @default.
- W3093730743 hasLocation W30937307431 @default.
- W3093730743 hasOpenAccess W3093730743 @default.
- W3093730743 hasPrimaryLocation W30937307431 @default.
- W3093730743 hasRelatedWork W1496660757 @default.
- W3093730743 hasRelatedWork W2115030441 @default.
- W3093730743 hasRelatedWork W2147578878 @default.
- W3093730743 hasRelatedWork W2159990075 @default.
- W3093730743 hasRelatedWork W2187808779 @default.
- W3093730743 hasRelatedWork W2386387936 @default.
- W3093730743 hasRelatedWork W2799149877 @default.
- W3093730743 hasRelatedWork W2800726910 @default.
- W3093730743 hasRelatedWork W2899217644 @default.
- W3093730743 hasRelatedWork W2902723393 @default.
- W3093730743 isParatext "false" @default.
- W3093730743 isRetracted "false" @default.
- W3093730743 magId "3093730743" @default.
- W3093730743 workType "book-chapter" @default.