Matches in SemOpenAlex for { <https://semopenalex.org/work/W2354743364> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W2354743364 abstract "It is proved that the three-layer artificial forward neural network can, with a sufficient number of hidden-layer units, approximate continuous functions to any degree of accuracy. But the key issue is how we can construct these approximating networks and how many hidden-layer units we need to approximate specific functions within some specified error. To solve this problem, we propose a improved fuzzy clustering on the basis of Radial Basis Function Network抯 structure to orient the position of RBFN抯 central points. This fuzzy clustering method constructs density curve of the training data, sorts out the densest point which means point posses the maximum density value one by one from the gridding points defined through even plotting of training region. After that, we use nonlinear least square algorithm to find a new recursive learning algorithm which fully make use of the second order information of the RBFN to approximate the objective functions. This hybrid algorithm is proved effective in approximating a mono-peak function and the peculiarity curves of different pumping stations. We also show that the approximation rate and accuracy can meet our desired expectation." @default.
- W2354743364 created "2016-06-24" @default.
- W2354743364 creator A5028268055 @default.
- W2354743364 date "2002-01-01" @default.
- W2354743364 modified "2023-09-25" @default.
- W2354743364 title "Design Method of Radial Basis Function Network Based on Improved Grads and Mountain Clustering" @default.
- W2354743364 hasPublicationYear "2002" @default.
- W2354743364 type Work @default.
- W2354743364 sameAs 2354743364 @default.
- W2354743364 citedByCount "1" @default.
- W2354743364 crossrefType "journal-article" @default.
- W2354743364 hasAuthorship W2354743364A5028268055 @default.
- W2354743364 hasConcept C10138342 @default.
- W2354743364 hasConcept C11413529 @default.
- W2354743364 hasConcept C12426560 @default.
- W2354743364 hasConcept C126255220 @default.
- W2354743364 hasConcept C132917294 @default.
- W2354743364 hasConcept C134306372 @default.
- W2354743364 hasConcept C14036430 @default.
- W2354743364 hasConcept C154945302 @default.
- W2354743364 hasConcept C162324750 @default.
- W2354743364 hasConcept C17212007 @default.
- W2354743364 hasConcept C198082294 @default.
- W2354743364 hasConcept C2524010 @default.
- W2354743364 hasConcept C28719098 @default.
- W2354743364 hasConcept C33923547 @default.
- W2354743364 hasConcept C41008148 @default.
- W2354743364 hasConcept C50644808 @default.
- W2354743364 hasConcept C58166 @default.
- W2354743364 hasConcept C5917680 @default.
- W2354743364 hasConcept C73555534 @default.
- W2354743364 hasConcept C78458016 @default.
- W2354743364 hasConcept C86803240 @default.
- W2354743364 hasConcept C98856871 @default.
- W2354743364 hasConceptScore W2354743364C10138342 @default.
- W2354743364 hasConceptScore W2354743364C11413529 @default.
- W2354743364 hasConceptScore W2354743364C12426560 @default.
- W2354743364 hasConceptScore W2354743364C126255220 @default.
- W2354743364 hasConceptScore W2354743364C132917294 @default.
- W2354743364 hasConceptScore W2354743364C134306372 @default.
- W2354743364 hasConceptScore W2354743364C14036430 @default.
- W2354743364 hasConceptScore W2354743364C154945302 @default.
- W2354743364 hasConceptScore W2354743364C162324750 @default.
- W2354743364 hasConceptScore W2354743364C17212007 @default.
- W2354743364 hasConceptScore W2354743364C198082294 @default.
- W2354743364 hasConceptScore W2354743364C2524010 @default.
- W2354743364 hasConceptScore W2354743364C28719098 @default.
- W2354743364 hasConceptScore W2354743364C33923547 @default.
- W2354743364 hasConceptScore W2354743364C41008148 @default.
- W2354743364 hasConceptScore W2354743364C50644808 @default.
- W2354743364 hasConceptScore W2354743364C58166 @default.
- W2354743364 hasConceptScore W2354743364C5917680 @default.
- W2354743364 hasConceptScore W2354743364C73555534 @default.
- W2354743364 hasConceptScore W2354743364C78458016 @default.
- W2354743364 hasConceptScore W2354743364C86803240 @default.
- W2354743364 hasConceptScore W2354743364C98856871 @default.
- W2354743364 hasOpenAccess W2354743364 @default.
- W2354743364 hasRelatedWork W1480883548 @default.
- W2354743364 hasRelatedWork W1491454276 @default.
- W2354743364 hasRelatedWork W1843448671 @default.
- W2354743364 hasRelatedWork W2003735126 @default.
- W2354743364 hasRelatedWork W2072467248 @default.
- W2354743364 hasRelatedWork W2102804561 @default.
- W2354743364 hasRelatedWork W2111347420 @default.
- W2354743364 hasRelatedWork W2114170496 @default.
- W2354743364 hasRelatedWork W2152159871 @default.
- W2354743364 hasRelatedWork W2358311629 @default.
- W2354743364 hasRelatedWork W2392823942 @default.
- W2354743364 hasRelatedWork W2500819692 @default.
- W2354743364 hasRelatedWork W2908244497 @default.
- W2354743364 hasRelatedWork W2970771676 @default.
- W2354743364 hasRelatedWork W2979781051 @default.
- W2354743364 hasRelatedWork W66170633 @default.
- W2354743364 hasRelatedWork W182545966 @default.
- W2354743364 hasRelatedWork W1892244003 @default.
- W2354743364 hasRelatedWork W2184095319 @default.
- W2354743364 hasRelatedWork W3019300866 @default.
- W2354743364 isParatext "false" @default.
- W2354743364 isRetracted "false" @default.
- W2354743364 magId "2354743364" @default.
- W2354743364 workType "article" @default.