Matches in SemOpenAlex for { <https://semopenalex.org/work/W2010259265> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W2010259265 abstract "Artificial Neural Networks (ANNs) are often used (trained) to find a general solution in problems where a pattern needs to be extracted, such as data classification. Feedforward (FFNN) is one of the ANN architectures and multilayer perceptron (MLP) is a type of FFNN. Based on gradient descent, backpropagation (BP) is one of the most used algorithms for MLP training. Evolutionary algorithms can be also used to train MLPs, including Differential Evolution (DE) algorithm. In this paper, BP and DE are used to train MLPs and they are both compared in four different approaches: (a) backpropagation, (b) DE with fixed parameter values, (c) DE with adaptive parameter values and (d) a hybrid alternative using both DE+BP algorithms." @default.
- W2010259265 created "2016-06-24" @default.
- W2010259265 creator A5007123533 @default.
- W2010259265 creator A5077651862 @default.
- W2010259265 creator A5084283545 @default.
- W2010259265 date "2012-11-01" @default.
- W2010259265 modified "2023-09-24" @default.
- W2010259265 title "Use of Backpropagation and Differential Evolution Algorithms to Training MLPs" @default.
- W2010259265 cites W1490180010 @default.
- W2010259265 cites W1498436455 @default.
- W2010259265 cites W1503343880 @default.
- W2010259265 cites W1526055535 @default.
- W2010259265 cites W1529965533 @default.
- W2010259265 cites W1538131879 @default.
- W2010259265 cites W1595159159 @default.
- W2010259265 cites W1840611248 @default.
- W2010259265 cites W192384649 @default.
- W2010259265 cites W1966295103 @default.
- W2010259265 cites W1976423152 @default.
- W2010259265 cites W1976744965 @default.
- W2010259265 cites W2084068786 @default.
- W2010259265 cites W2087070363 @default.
- W2010259265 cites W2087836750 @default.
- W2010259265 cites W2101905272 @default.
- W2010259265 cites W2165301864 @default.
- W2010259265 cites W2168294619 @default.
- W2010259265 cites W2181639658 @default.
- W2010259265 cites W3120740533 @default.
- W2010259265 cites W1986236451 @default.
- W2010259265 cites W2030109855 @default.
- W2010259265 cites W2413427455 @default.
- W2010259265 doi "https://doi.org/10.1109/sccc.2012.17" @default.
- W2010259265 hasPublicationYear "2012" @default.
- W2010259265 type Work @default.
- W2010259265 sameAs 2010259265 @default.
- W2010259265 citedByCount "1" @default.
- W2010259265 countsByYear W20102592652018 @default.
- W2010259265 crossrefType "proceedings-article" @default.
- W2010259265 hasAuthorship W2010259265A5007123533 @default.
- W2010259265 hasAuthorship W2010259265A5077651862 @default.
- W2010259265 hasAuthorship W2010259265A5084283545 @default.
- W2010259265 hasBestOaLocation W20102592652 @default.
- W2010259265 hasConcept C11413529 @default.
- W2010259265 hasConcept C119857082 @default.
- W2010259265 hasConcept C127413603 @default.
- W2010259265 hasConcept C133731056 @default.
- W2010259265 hasConcept C153180895 @default.
- W2010259265 hasConcept C153258448 @default.
- W2010259265 hasConcept C154945302 @default.
- W2010259265 hasConcept C155032097 @default.
- W2010259265 hasConcept C175202392 @default.
- W2010259265 hasConcept C177973122 @default.
- W2010259265 hasConcept C179717631 @default.
- W2010259265 hasConcept C38858127 @default.
- W2010259265 hasConcept C41008148 @default.
- W2010259265 hasConcept C47702885 @default.
- W2010259265 hasConcept C50644808 @default.
- W2010259265 hasConcept C60908668 @default.
- W2010259265 hasConcept C74750220 @default.
- W2010259265 hasConcept C98359873 @default.
- W2010259265 hasConceptScore W2010259265C11413529 @default.
- W2010259265 hasConceptScore W2010259265C119857082 @default.
- W2010259265 hasConceptScore W2010259265C127413603 @default.
- W2010259265 hasConceptScore W2010259265C133731056 @default.
- W2010259265 hasConceptScore W2010259265C153180895 @default.
- W2010259265 hasConceptScore W2010259265C153258448 @default.
- W2010259265 hasConceptScore W2010259265C154945302 @default.
- W2010259265 hasConceptScore W2010259265C155032097 @default.
- W2010259265 hasConceptScore W2010259265C175202392 @default.
- W2010259265 hasConceptScore W2010259265C177973122 @default.
- W2010259265 hasConceptScore W2010259265C179717631 @default.
- W2010259265 hasConceptScore W2010259265C38858127 @default.
- W2010259265 hasConceptScore W2010259265C41008148 @default.
- W2010259265 hasConceptScore W2010259265C47702885 @default.
- W2010259265 hasConceptScore W2010259265C50644808 @default.
- W2010259265 hasConceptScore W2010259265C60908668 @default.
- W2010259265 hasConceptScore W2010259265C74750220 @default.
- W2010259265 hasConceptScore W2010259265C98359873 @default.
- W2010259265 hasLocation W20102592651 @default.
- W2010259265 hasLocation W20102592652 @default.
- W2010259265 hasLocation W20102592653 @default.
- W2010259265 hasOpenAccess W2010259265 @default.
- W2010259265 hasPrimaryLocation W20102592651 @default.
- W2010259265 hasRelatedWork W129000727 @default.
- W2010259265 hasRelatedWork W2010259265 @default.
- W2010259265 hasRelatedWork W2331125289 @default.
- W2010259265 hasRelatedWork W2338394561 @default.
- W2010259265 hasRelatedWork W275051247 @default.
- W2010259265 hasRelatedWork W2965300777 @default.
- W2010259265 hasRelatedWork W324943035 @default.
- W2010259265 hasRelatedWork W2097670306 @default.
- W2010259265 hasRelatedWork W2802418991 @default.
- W2010259265 hasRelatedWork W2890893481 @default.
- W2010259265 isParatext "false" @default.
- W2010259265 isRetracted "false" @default.
- W2010259265 magId "2010259265" @default.
- W2010259265 workType "article" @default.