FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2785331161> ?p ?o ?g. }

• W2785331161 abstract "In this paper, we explore the use of the recently proposed polynomial chaos-Kriging (PCK) surrogate model to assist a single-objective efficient global optimization (EGO) framework in order to solve expensive optimization problems. PCK is a form of universal Kriging (UK) that employs orthogonal polynomials and least-angle-regression (LARS) algorithm to select the proper set of polynomial basis. The use of LARS within the PCK algorithm eliminates the need for the manual selection of UK's trend function. Investigation on the capability of PCK-EGO is performed on five synthetic and one aerodynamic test problems. In light of the results, we observe that PCK-EGO performs in a similar way to standard EGO in cases with no clear polynomial-like trend. However, PCK-EGO shows a notable faster convergence in problems where the objective function exhibits a landscape trend that can be captured by polynomials. Application to the subsonic wing problem further demonstrates that PCK-EGO is more efficient than EGO in a real-world aerodynamic optimization problem." @default.
• W2785331161 created "2018-02-23" @default.
• W2785331161 creator A5013971191 @default.
• W2785331161 creator A5065411208 @default.
• W2785331161 date "2017-11-01" @default.
• W2785331161 modified "2023-09-23" @default.
• W2785331161 title "Polynomial-chaos-kriging-assisted efficient global optimization" @default.
• W2785331161 cites W1508868226 @default.
• W2785331161 cites W1510052597 @default.
• W2785331161 cites W1877740990 @default.
• W2785331161 cites W1984584655 @default.
• W2785331161 cites W2014910287 @default.
• W2785331161 cites W2015459991 @default.
• W2785331161 cites W2018044188 @default.
• W2785331161 cites W2034831667 @default.
• W2785331161 cites W2043662222 @default.
• W2785331161 cites W2045355467 @default.
• W2785331161 cites W2049774453 @default.
• W2785331161 cites W2098629435 @default.
• W2785331161 cites W2106600817 @default.
• W2785331161 cites W2111526171 @default.
• W2785331161 cites W2114863568 @default.
• W2785331161 cites W2115620436 @default.
• W2785331161 cites W2119401655 @default.
• W2785331161 cites W2151238122 @default.
• W2785331161 cites W2153638035 @default.
• W2785331161 cites W2161597168 @default.
• W2785331161 cites W2472346628 @default.
• W2785331161 cites W2604191178 @default.
• W2785331161 cites W2727649427 @default.
• W2785331161 cites W3121478259 @default.
• W2785331161 doi "https://doi.org/10.1109/ssci.2017.8280831" @default.
• W2785331161 hasPublicationYear "2017" @default.
• W2785331161 type Work @default.
• W2785331161 sameAs 2785331161 @default.
• W2785331161 citedByCount "5" @default.
• W2785331161 countsByYear W27853311612019 @default.
• W2785331161 countsByYear W27853311612021 @default.
• W2785331161 countsByYear W27853311612022 @default.
• W2785331161 crossrefType "proceedings-article" @default.
• W2785331161 hasAuthorship W2785331161A5013971191 @default.
• W2785331161 hasAuthorship W2785331161A5065411208 @default.
• W2785331161 hasConcept C11171543 @default.
• W2785331161 hasConcept C11413529 @default.
• W2785331161 hasConcept C119857082 @default.
• W2785331161 hasConcept C120068334 @default.
• W2785331161 hasConcept C126255220 @default.
• W2785331161 hasConcept C131675550 @default.
• W2785331161 hasConcept C134306372 @default.
• W2785331161 hasConcept C14036430 @default.
• W2785331161 hasConcept C152877465 @default.
• W2785331161 hasConcept C15744967 @default.
• W2785331161 hasConcept C162324750 @default.
• W2785331161 hasConcept C164752517 @default.
• W2785331161 hasConcept C2777303404 @default.
• W2785331161 hasConcept C2778406171 @default.
• W2785331161 hasConcept C28826006 @default.
• W2785331161 hasConcept C33923547 @default.
• W2785331161 hasConcept C41008148 @default.
• W2785331161 hasConcept C50522688 @default.
• W2785331161 hasConcept C78458016 @default.
• W2785331161 hasConcept C81692654 @default.
• W2785331161 hasConcept C86803240 @default.
• W2785331161 hasConcept C90119067 @default.
• W2785331161 hasConcept C9180747 @default.
• W2785331161 hasConceptScore W2785331161C11171543 @default.
• W2785331161 hasConceptScore W2785331161C11413529 @default.
• W2785331161 hasConceptScore W2785331161C119857082 @default.
• W2785331161 hasConceptScore W2785331161C120068334 @default.
• W2785331161 hasConceptScore W2785331161C126255220 @default.
• W2785331161 hasConceptScore W2785331161C131675550 @default.
• W2785331161 hasConceptScore W2785331161C134306372 @default.
• W2785331161 hasConceptScore W2785331161C14036430 @default.
• W2785331161 hasConceptScore W2785331161C152877465 @default.
• W2785331161 hasConceptScore W2785331161C15744967 @default.
• W2785331161 hasConceptScore W2785331161C162324750 @default.
• W2785331161 hasConceptScore W2785331161C164752517 @default.
• W2785331161 hasConceptScore W2785331161C2777303404 @default.
• W2785331161 hasConceptScore W2785331161C2778406171 @default.
• W2785331161 hasConceptScore W2785331161C28826006 @default.
• W2785331161 hasConceptScore W2785331161C33923547 @default.
• W2785331161 hasConceptScore W2785331161C41008148 @default.
• W2785331161 hasConceptScore W2785331161C50522688 @default.
• W2785331161 hasConceptScore W2785331161C78458016 @default.
• W2785331161 hasConceptScore W2785331161C81692654 @default.
• W2785331161 hasConceptScore W2785331161C86803240 @default.
• W2785331161 hasConceptScore W2785331161C90119067 @default.
• W2785331161 hasConceptScore W2785331161C9180747 @default.
• W2785331161 hasLocation W27853311611 @default.
• W2785331161 hasOpenAccess W2785331161 @default.
• W2785331161 hasPrimaryLocation W27853311611 @default.
• W2785331161 hasRelatedWork W1830979757 @default.
• W2785331161 hasRelatedWork W2295037001 @default.
• W2785331161 hasRelatedWork W2619205994 @default.
• W2785331161 hasRelatedWork W2773043772 @default.
• W2785331161 hasRelatedWork W2907303449 @default.
• W2785331161 hasRelatedWork W2949146157 @default.
• W2785331161 hasRelatedWork W2950604981 @default.
• W2785331161 hasRelatedWork W2977966311 @default.
• W2785331161 hasRelatedWork W2998506173 @default.

• next