Matches in SemOpenAlex for { <https://semopenalex.org/work/W3036731462> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W3036731462 endingPage "012011" @default.
- W3036731462 startingPage "012011" @default.
- W3036731462 abstract "With the increase of the hidden layer, the weight update of the LSTM neural network model depends heavily on the gradient descent algorithm, and the convergence speed is slow, resulting in the local extremum of the weight adjustment, which affects the prediction performance of the model. Based on this, this paper proposes an optimized LSTM neural network model based on adaptive genetic algorithm (AGA-LSTM). In this model, the mean squared error is designed as the fitness function, and the adaptive genetic algorithm (AGA) is used to globally optimize the weights between neuron nodes of the LSTM model to improve the generalization ability. The experimental results show that, on the UCI dataset, the prediction accuracy of the AGA-LSTM model is greatly improved compared to the standard LSTM model, which verifies the rationality of the model." @default.
- W3036731462 created "2020-06-25" @default.
- W3036731462 creator A5035413140 @default.
- W3036731462 date "2020-06-01" @default.
- W3036731462 modified "2023-09-24" @default.
- W3036731462 title "AGA-LSTM: An Optimized LSTM Neural Network Model Based on Adaptive Genetic Algorithm" @default.
- W3036731462 cites W1979156432 @default.
- W3036731462 cites W1990771923 @default.
- W3036731462 cites W2064675550 @default.
- W3036731462 cites W2774513877 @default.
- W3036731462 cites W2953793161 @default.
- W3036731462 cites W2963309363 @default.
- W3036731462 cites W3016750620 @default.
- W3036731462 doi "https://doi.org/10.1088/1742-6596/1570/1/012011" @default.
- W3036731462 hasPublicationYear "2020" @default.
- W3036731462 type Work @default.
- W3036731462 sameAs 3036731462 @default.
- W3036731462 citedByCount "0" @default.
- W3036731462 crossrefType "journal-article" @default.
- W3036731462 hasAuthorship W3036731462A5035413140 @default.
- W3036731462 hasBestOaLocation W30367314621 @default.
- W3036731462 hasConcept C105795698 @default.
- W3036731462 hasConcept C11413529 @default.
- W3036731462 hasConcept C119857082 @default.
- W3036731462 hasConcept C134306372 @default.
- W3036731462 hasConcept C139945424 @default.
- W3036731462 hasConcept C153258448 @default.
- W3036731462 hasConcept C154945302 @default.
- W3036731462 hasConcept C162324750 @default.
- W3036731462 hasConcept C176066374 @default.
- W3036731462 hasConcept C177148314 @default.
- W3036731462 hasConcept C2777303404 @default.
- W3036731462 hasConcept C33923547 @default.
- W3036731462 hasConcept C41008148 @default.
- W3036731462 hasConcept C50522688 @default.
- W3036731462 hasConcept C50644808 @default.
- W3036731462 hasConcept C8880873 @default.
- W3036731462 hasConceptScore W3036731462C105795698 @default.
- W3036731462 hasConceptScore W3036731462C11413529 @default.
- W3036731462 hasConceptScore W3036731462C119857082 @default.
- W3036731462 hasConceptScore W3036731462C134306372 @default.
- W3036731462 hasConceptScore W3036731462C139945424 @default.
- W3036731462 hasConceptScore W3036731462C153258448 @default.
- W3036731462 hasConceptScore W3036731462C154945302 @default.
- W3036731462 hasConceptScore W3036731462C162324750 @default.
- W3036731462 hasConceptScore W3036731462C176066374 @default.
- W3036731462 hasConceptScore W3036731462C177148314 @default.
- W3036731462 hasConceptScore W3036731462C2777303404 @default.
- W3036731462 hasConceptScore W3036731462C33923547 @default.
- W3036731462 hasConceptScore W3036731462C41008148 @default.
- W3036731462 hasConceptScore W3036731462C50522688 @default.
- W3036731462 hasConceptScore W3036731462C50644808 @default.
- W3036731462 hasConceptScore W3036731462C8880873 @default.
- W3036731462 hasLocation W30367314621 @default.
- W3036731462 hasOpenAccess W3036731462 @default.
- W3036731462 hasPrimaryLocation W30367314621 @default.
- W3036731462 hasRelatedWork W1583013743 @default.
- W3036731462 hasRelatedWork W2054770551 @default.
- W3036731462 hasRelatedWork W2094559136 @default.
- W3036731462 hasRelatedWork W2371602754 @default.
- W3036731462 hasRelatedWork W2382761789 @default.
- W3036731462 hasRelatedWork W2392110728 @default.
- W3036731462 hasRelatedWork W2393006541 @default.
- W3036731462 hasRelatedWork W2989932438 @default.
- W3036731462 hasRelatedWork W4281693556 @default.
- W3036731462 hasRelatedWork W1629725936 @default.
- W3036731462 hasVolume "1570" @default.
- W3036731462 isParatext "false" @default.
- W3036731462 isRetracted "false" @default.
- W3036731462 magId "3036731462" @default.
- W3036731462 workType "article" @default.