Matches in SemOpenAlex for { <https://semopenalex.org/work/W18599360> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W18599360 endingPage "157" @default.
- W18599360 startingPage "145" @default.
- W18599360 abstract "Radial basis function(RBF) networks have been proved to be a universal approximator when enough hidden nodes are given and proper parameters are selected. Conventional algorithms for RBF networks training, including two-stage methods and gradient-based algorithms, cost much computation and have difficulty to determine the network size. In this paper, a new greedy incremental(GI) algorithm is proposed which constructs the RBF network by adding hidden node one by one; Each added hidden node is trained once and then fixed. The parameters of each added hidden node are trained in a greedy way to approximate the local area around the pattern with the biggest error magnitude. The center and weight are determined by local regression, the width is tuned iteratively with a simple rule. The proposed greedy incremental algorithm is tested on some practical experiments and compared with other popular algorithms. The experiments results illustrated the GI algorithm could approximate the function universally with high efficiency and robustness." @default.
- W18599360 created "2016-06-24" @default.
- W18599360 creator A5043022304 @default.
- W18599360 creator A5084622054 @default.
- W18599360 date "2014-01-01" @default.
- W18599360 modified "2023-09-23" @default.
- W18599360 title "A Greedy Incremental Algorithm for Universal Approximation with RBF Newtorks" @default.
- W18599360 cites W1668700706 @default.
- W18599360 cites W1990938413 @default.
- W18599360 cites W2048843583 @default.
- W18599360 cites W2063284749 @default.
- W18599360 cites W2096053111 @default.
- W18599360 cites W2098739261 @default.
- W18599360 cites W2111072639 @default.
- W18599360 cites W2112970452 @default.
- W18599360 cites W2113442785 @default.
- W18599360 cites W2120586739 @default.
- W18599360 cites W2121129397 @default.
- W18599360 cites W2122040390 @default.
- W18599360 cites W2126589450 @default.
- W18599360 cites W2131246644 @default.
- W18599360 cites W2133764509 @default.
- W18599360 cites W2134815257 @default.
- W18599360 cites W2135186516 @default.
- W18599360 cites W2141695047 @default.
- W18599360 cites W2142544077 @default.
- W18599360 cites W2151205149 @default.
- W18599360 cites W2171277043 @default.
- W18599360 doi "https://doi.org/10.1007/978-3-319-05945-7_9" @default.
- W18599360 hasPublicationYear "2014" @default.
- W18599360 type Work @default.
- W18599360 sameAs 18599360 @default.
- W18599360 citedByCount "3" @default.
- W18599360 countsByYear W185993602014 @default.
- W18599360 countsByYear W185993602017 @default.
- W18599360 countsByYear W185993602018 @default.
- W18599360 crossrefType "book-chapter" @default.
- W18599360 hasAuthorship W18599360A5043022304 @default.
- W18599360 hasAuthorship W18599360A5084622054 @default.
- W18599360 hasConcept C104317684 @default.
- W18599360 hasConcept C11413529 @default.
- W18599360 hasConcept C126255220 @default.
- W18599360 hasConcept C127413603 @default.
- W18599360 hasConcept C154945302 @default.
- W18599360 hasConcept C182016430 @default.
- W18599360 hasConcept C185592680 @default.
- W18599360 hasConcept C33923547 @default.
- W18599360 hasConcept C41008148 @default.
- W18599360 hasConcept C45374587 @default.
- W18599360 hasConcept C50644808 @default.
- W18599360 hasConcept C51823790 @default.
- W18599360 hasConcept C55493867 @default.
- W18599360 hasConcept C62611344 @default.
- W18599360 hasConcept C63479239 @default.
- W18599360 hasConcept C66938386 @default.
- W18599360 hasConcept C98856871 @default.
- W18599360 hasConceptScore W18599360C104317684 @default.
- W18599360 hasConceptScore W18599360C11413529 @default.
- W18599360 hasConceptScore W18599360C126255220 @default.
- W18599360 hasConceptScore W18599360C127413603 @default.
- W18599360 hasConceptScore W18599360C154945302 @default.
- W18599360 hasConceptScore W18599360C182016430 @default.
- W18599360 hasConceptScore W18599360C185592680 @default.
- W18599360 hasConceptScore W18599360C33923547 @default.
- W18599360 hasConceptScore W18599360C41008148 @default.
- W18599360 hasConceptScore W18599360C45374587 @default.
- W18599360 hasConceptScore W18599360C50644808 @default.
- W18599360 hasConceptScore W18599360C51823790 @default.
- W18599360 hasConceptScore W18599360C55493867 @default.
- W18599360 hasConceptScore W18599360C62611344 @default.
- W18599360 hasConceptScore W18599360C63479239 @default.
- W18599360 hasConceptScore W18599360C66938386 @default.
- W18599360 hasConceptScore W18599360C98856871 @default.
- W18599360 hasLocation W185993601 @default.
- W18599360 hasOpenAccess W18599360 @default.
- W18599360 hasPrimaryLocation W185993601 @default.
- W18599360 hasRelatedWork W18599360 @default.
- W18599360 hasRelatedWork W2164414703 @default.
- W18599360 hasRelatedWork W2294862180 @default.
- W18599360 hasRelatedWork W2366615277 @default.
- W18599360 hasRelatedWork W2385313307 @default.
- W18599360 hasRelatedWork W2410216726 @default.
- W18599360 hasRelatedWork W2550747327 @default.
- W18599360 hasRelatedWork W2794503223 @default.
- W18599360 hasRelatedWork W2978410962 @default.
- W18599360 hasRelatedWork W4309768148 @default.
- W18599360 isParatext "false" @default.
- W18599360 isRetracted "false" @default.
- W18599360 magId "18599360" @default.
- W18599360 workType "book-chapter" @default.