Matches in SemOpenAlex for { <https://semopenalex.org/work/W2727201899> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W2727201899 abstract "Abstract Stochastic approximation algorithms for parameter identification are derived by a sequential optimization and weighted averaging procedurewith an instructive geometric interpretation. Known algorithms including standard least squares and suboptimal versions requiring less computational effort are thereby derived. More significantly, novel schemes emerge from the theory which, in the cases studied to data and reported here, converge much more rapidly than their nearest rivals amongst the class of known simple schemes. The novel algorithms are distinguished from the known ones byeither a different step size selection, and/or by working with a transformed state variable with components relatively less correlated, and/or by replacing the state vector in a crucial part of the calculations by its componentwise pseudo-inverse. The convergence rate of the novel schemes, termed inverse state algorithms, is close to that of the more sophisticated optimal least squares recursions. For the case of extended least squares and recursive maximum likelihood schemes, the inverse state stochastic recursion performs, in loose terms, as well as the more sophisticated schemes in the literature. An asymptotic convergence analysis for the algorithms is a minor extension of known theory." @default.
- W2727201899 created "2017-07-14" @default.
- W2727201899 creator A5014280273 @default.
- W2727201899 creator A5077574958 @default.
- W2727201899 date "1979-09-01" @default.
- W2727201899 modified "2023-09-26" @default.
- W2727201899 title "Inverse State and Decorrelated State Stochastic Approximation" @default.
- W2727201899 cites W2006260142 @default.
- W2727201899 cites W2029246754 @default.
- W2727201899 cites W2034118589 @default.
- W2727201899 cites W2043236033 @default.
- W2727201899 cites W2045334340 @default.
- W2727201899 cites W2345845053 @default.
- W2727201899 cites W2383494127 @default.
- W2727201899 doi "https://doi.org/10.1016/s1474-6670(17)65427-2" @default.
- W2727201899 hasPublicationYear "1979" @default.
- W2727201899 type Work @default.
- W2727201899 sameAs 2727201899 @default.
- W2727201899 citedByCount "0" @default.
- W2727201899 crossrefType "journal-article" @default.
- W2727201899 hasAuthorship W2727201899A5014280273 @default.
- W2727201899 hasAuthorship W2727201899A5077574958 @default.
- W2727201899 hasConcept C105795698 @default.
- W2727201899 hasConcept C11413529 @default.
- W2727201899 hasConcept C121332964 @default.
- W2727201899 hasConcept C126255220 @default.
- W2727201899 hasConcept C129537906 @default.
- W2727201899 hasConcept C162324750 @default.
- W2727201899 hasConcept C168773036 @default.
- W2727201899 hasConcept C185429906 @default.
- W2727201899 hasConcept C207467116 @default.
- W2727201899 hasConcept C2524010 @default.
- W2727201899 hasConcept C26517878 @default.
- W2727201899 hasConcept C2777303404 @default.
- W2727201899 hasConcept C2777798563 @default.
- W2727201899 hasConcept C28826006 @default.
- W2727201899 hasConcept C33923547 @default.
- W2727201899 hasConcept C38652104 @default.
- W2727201899 hasConcept C41008148 @default.
- W2727201899 hasConcept C48103436 @default.
- W2727201899 hasConcept C50522688 @default.
- W2727201899 hasConcept C55479107 @default.
- W2727201899 hasConcept C57869625 @default.
- W2727201899 hasConcept C74650414 @default.
- W2727201899 hasConcept C97355855 @default.
- W2727201899 hasConcept C9936470 @default.
- W2727201899 hasConceptScore W2727201899C105795698 @default.
- W2727201899 hasConceptScore W2727201899C11413529 @default.
- W2727201899 hasConceptScore W2727201899C121332964 @default.
- W2727201899 hasConceptScore W2727201899C126255220 @default.
- W2727201899 hasConceptScore W2727201899C129537906 @default.
- W2727201899 hasConceptScore W2727201899C162324750 @default.
- W2727201899 hasConceptScore W2727201899C168773036 @default.
- W2727201899 hasConceptScore W2727201899C185429906 @default.
- W2727201899 hasConceptScore W2727201899C207467116 @default.
- W2727201899 hasConceptScore W2727201899C2524010 @default.
- W2727201899 hasConceptScore W2727201899C26517878 @default.
- W2727201899 hasConceptScore W2727201899C2777303404 @default.
- W2727201899 hasConceptScore W2727201899C2777798563 @default.
- W2727201899 hasConceptScore W2727201899C28826006 @default.
- W2727201899 hasConceptScore W2727201899C33923547 @default.
- W2727201899 hasConceptScore W2727201899C38652104 @default.
- W2727201899 hasConceptScore W2727201899C41008148 @default.
- W2727201899 hasConceptScore W2727201899C48103436 @default.
- W2727201899 hasConceptScore W2727201899C50522688 @default.
- W2727201899 hasConceptScore W2727201899C55479107 @default.
- W2727201899 hasConceptScore W2727201899C57869625 @default.
- W2727201899 hasConceptScore W2727201899C74650414 @default.
- W2727201899 hasConceptScore W2727201899C97355855 @default.
- W2727201899 hasConceptScore W2727201899C9936470 @default.
- W2727201899 hasLocation W27272018991 @default.
- W2727201899 hasOpenAccess W2727201899 @default.
- W2727201899 hasPrimaryLocation W27272018991 @default.
- W2727201899 hasRelatedWork W2186549245 @default.
- W2727201899 hasRelatedWork W22272476 @default.
- W2727201899 hasRelatedWork W2724806923 @default.
- W2727201899 hasRelatedWork W2791627664 @default.
- W2727201899 hasRelatedWork W281095720 @default.
- W2727201899 hasRelatedWork W2951009766 @default.
- W2727201899 hasRelatedWork W2953257631 @default.
- W2727201899 hasRelatedWork W2964040701 @default.
- W2727201899 hasRelatedWork W2964172739 @default.
- W2727201899 hasRelatedWork W3007992134 @default.
- W2727201899 hasRelatedWork W3011346459 @default.
- W2727201899 hasRelatedWork W3025172792 @default.
- W2727201899 hasRelatedWork W3035618875 @default.
- W2727201899 hasRelatedWork W3102585237 @default.
- W2727201899 hasRelatedWork W3115044420 @default.
- W2727201899 hasRelatedWork W3121910472 @default.
- W2727201899 hasRelatedWork W3122691010 @default.
- W2727201899 hasRelatedWork W3158681970 @default.
- W2727201899 hasRelatedWork W3181799230 @default.
- W2727201899 hasRelatedWork W68783065 @default.
- W2727201899 isParatext "false" @default.
- W2727201899 isRetracted "false" @default.
- W2727201899 magId "2727201899" @default.
- W2727201899 workType "article" @default.