Matches in SemOpenAlex for { <https://semopenalex.org/work/W2009798758> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W2009798758 abstract "Mechanism type selection is a critical problem often encountered in conceptual design stage of mechanical system. A BP neural network based approach to mechanism type selection is proposed, which capitalizes on the features of nonlinearity, self-organization, and fault tolerance of a neural network to implement classification and selection. By using appropriate data sets to train the neural network repeatedly, expertise is acquired and expressed using a trained weight and threshold matrix. Thus the neural network can reflect not only the weight given to each evaluation index, but also the relationship between the characteristic attribute value of a mechanism and the final decision result. When the design requirements are fuzzily quantified, converted into characteristic factor, and fed into the trained BP neural network, an appropriate mechanism can be selected from a list of mechanisms achieving a required function. Under this approach, the problem of the expression and accumulation for expert knowledge can be effectively solved, and the quantitative evaluation for mechanism type is achieved. In a sense, the selecting model can be used as a substitute for decision-making population to carry out evaluation. An engineering example is presented that illustrates the effectiveness of the proposed method." @default.
- W2009798758 created "2016-06-24" @default.
- W2009798758 creator A5003386106 @default.
- W2009798758 date "2010-10-01" @default.
- W2009798758 modified "2023-09-23" @default.
- W2009798758 title "A New Approach to Mechanism Type Selection by Using Back-Propagation Neural Networks" @default.
- W2009798758 cites W1584162686 @default.
- W2009798758 cites W2012232047 @default.
- W2009798758 cites W2035934963 @default.
- W2009798758 cites W2055041193 @default.
- W2009798758 cites W2072298485 @default.
- W2009798758 cites W2077458446 @default.
- W2009798758 cites W2083555501 @default.
- W2009798758 cites W3154431515 @default.
- W2009798758 doi "https://doi.org/10.1109/aici.2010.165" @default.
- W2009798758 hasPublicationYear "2010" @default.
- W2009798758 type Work @default.
- W2009798758 sameAs 2009798758 @default.
- W2009798758 citedByCount "3" @default.
- W2009798758 countsByYear W20097987582014 @default.
- W2009798758 countsByYear W20097987582015 @default.
- W2009798758 crossrefType "proceedings-article" @default.
- W2009798758 hasAuthorship W2009798758A5003386106 @default.
- W2009798758 hasConcept C111472728 @default.
- W2009798758 hasConcept C119857082 @default.
- W2009798758 hasConcept C124101348 @default.
- W2009798758 hasConcept C138885662 @default.
- W2009798758 hasConcept C154945302 @default.
- W2009798758 hasConcept C155032097 @default.
- W2009798758 hasConcept C2778360486 @default.
- W2009798758 hasConcept C41008148 @default.
- W2009798758 hasConcept C50644808 @default.
- W2009798758 hasConcept C81917197 @default.
- W2009798758 hasConcept C89611455 @default.
- W2009798758 hasConceptScore W2009798758C111472728 @default.
- W2009798758 hasConceptScore W2009798758C119857082 @default.
- W2009798758 hasConceptScore W2009798758C124101348 @default.
- W2009798758 hasConceptScore W2009798758C138885662 @default.
- W2009798758 hasConceptScore W2009798758C154945302 @default.
- W2009798758 hasConceptScore W2009798758C155032097 @default.
- W2009798758 hasConceptScore W2009798758C2778360486 @default.
- W2009798758 hasConceptScore W2009798758C41008148 @default.
- W2009798758 hasConceptScore W2009798758C50644808 @default.
- W2009798758 hasConceptScore W2009798758C81917197 @default.
- W2009798758 hasConceptScore W2009798758C89611455 @default.
- W2009798758 hasLocation W20097987581 @default.
- W2009798758 hasOpenAccess W2009798758 @default.
- W2009798758 hasPrimaryLocation W20097987581 @default.
- W2009798758 hasRelatedWork W1503729315 @default.
- W2009798758 hasRelatedWork W1504334598 @default.
- W2009798758 hasRelatedWork W1535340239 @default.
- W2009798758 hasRelatedWork W1549201981 @default.
- W2009798758 hasRelatedWork W1864296793 @default.
- W2009798758 hasRelatedWork W2054288018 @default.
- W2009798758 hasRelatedWork W2076346095 @default.
- W2009798758 hasRelatedWork W2131054808 @default.
- W2009798758 hasRelatedWork W2133297079 @default.
- W2009798758 hasRelatedWork W2353385644 @default.
- W2009798758 hasRelatedWork W2897745724 @default.
- W2009798758 hasRelatedWork W2905359822 @default.
- W2009798758 hasRelatedWork W3011102476 @default.
- W2009798758 hasRelatedWork W3116575922 @default.
- W2009798758 hasRelatedWork W3134090698 @default.
- W2009798758 hasRelatedWork W87669996 @default.
- W2009798758 hasRelatedWork W972172283 @default.
- W2009798758 hasRelatedWork W2183482180 @default.
- W2009798758 hasRelatedWork W2867279279 @default.
- W2009798758 hasRelatedWork W2985504388 @default.
- W2009798758 isParatext "false" @default.
- W2009798758 isRetracted "false" @default.
- W2009798758 magId "2009798758" @default.
- W2009798758 workType "article" @default.