FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2147938522> ?p ?o ?g. }

• W2147938522 endingPage "318" @default.
• W2147938522 startingPage "302" @default.
• W2147938522 abstract "The water distribution network (WDN) design problem is primarily concerned with finding the optimal pipe sizes that provide the best service for minimal cost; a problem of continuing importance both in the UK and internationally. Consequently, many methods for solving this problem have been proposed in the literature, often using tailored, hand-crafted approaches to more effectively optimise this difficult problem. In this paper we investigate a novel hyper-heuristic approach that uses genetic programming (GP) to evolve mutation operators for evolutionary algorithms (EAs) which are specialised for a bi-objective formulation of the WDN design problem (minimising WDN cost and head deficit). Once generated, the evolved operators can then be used ad infinitum in any EA on any WDN to improve performance. A novel multi-objective method is demonstrated that evolves a set of mutation operators for one training WDN. The best operators are evaluated in detail by applying them to three test networks of varying complexity. An experiment is conducted in which 83 operators are evolved. The best 10 are examined in detail. One operator, GP1, is shown to be especially effective and incorporates interesting domain-specific learning (pipe smoothing) while GP5 demonstrates the ability of the method to find known, well-used operators like a Gaussian." @default.
• W2147938522 created "2016-06-24" @default.
• W2147938522 creator A5046548923 @default.
• W2147938522 creator A5054216871 @default.
• W2147938522 creator A5058871746 @default.
• W2147938522 creator A5086210060 @default.
• W2147938522 date "2013-06-07" @default.
• W2147938522 modified "2023-09-23" @default.
• W2147938522 title "Automated construction of evolutionary algorithm operators for the bi-objective water distribution network design problem using a genetic programming based hyper-heuristic approach" @default.
• W2147938522 cites W1576818901 @default.
• W2147938522 cites W1639032689 @default.
• W2147938522 cites W1817091417 @default.
• W2147938522 cites W1820078070 @default.
• W2147938522 cites W1848884438 @default.
• W2147938522 cites W1997621454 @default.
• W2147938522 cites W2021570066 @default.
• W2147938522 cites W2027521199 @default.
• W2147938522 cites W2028017445 @default.
• W2147938522 cites W2045095967 @default.
• W2147938522 cites W2069300623 @default.
• W2147938522 cites W2072441740 @default.
• W2147938522 cites W2084244267 @default.
• W2147938522 cites W2140759234 @default.
• W2147938522 cites W2167159964 @default.
• W2147938522 cites W2994964425 @default.
• W2147938522 doi "https://doi.org/10.2166/hydro.2013.226" @default.
• W2147938522 hasPublicationYear "2013" @default.
• W2147938522 type Work @default.
• W2147938522 sameAs 2147938522 @default.
• W2147938522 citedByCount "12" @default.
• W2147938522 countsByYear W21479385222014 @default.
• W2147938522 countsByYear W21479385222015 @default.
• W2147938522 countsByYear W21479385222018 @default.
• W2147938522 countsByYear W21479385222020 @default.
• W2147938522 countsByYear W21479385222021 @default.
• W2147938522 countsByYear W21479385222022 @default.
• W2147938522 countsByYear W21479385222023 @default.
• W2147938522 crossrefType "journal-article" @default.
• W2147938522 hasAuthorship W2147938522A5046548923 @default.
• W2147938522 hasAuthorship W2147938522A5054216871 @default.
• W2147938522 hasAuthorship W2147938522A5058871746 @default.
• W2147938522 hasAuthorship W2147938522A5086210060 @default.
• W2147938522 hasBestOaLocation W21479385221 @default.
• W2147938522 hasConcept C104317684 @default.
• W2147938522 hasConcept C110332635 @default.
• W2147938522 hasConcept C11413529 @default.
• W2147938522 hasConcept C117270229 @default.
• W2147938522 hasConcept C119857082 @default.
• W2147938522 hasConcept C126255220 @default.
• W2147938522 hasConcept C134306372 @default.
• W2147938522 hasConcept C154945302 @default.
• W2147938522 hasConcept C158448853 @default.
• W2147938522 hasConcept C159149176 @default.
• W2147938522 hasConcept C17020691 @default.
• W2147938522 hasConcept C173801870 @default.
• W2147938522 hasConcept C177264268 @default.
• W2147938522 hasConcept C185592680 @default.
• W2147938522 hasConcept C188888258 @default.
• W2147938522 hasConcept C199360897 @default.
• W2147938522 hasConcept C19966478 @default.
• W2147938522 hasConcept C33923547 @default.
• W2147938522 hasConcept C36503486 @default.
• W2147938522 hasConcept C41008148 @default.
• W2147938522 hasConcept C55493867 @default.
• W2147938522 hasConcept C86339819 @default.
• W2147938522 hasConcept C8880873 @default.
• W2147938522 hasConcept C90509273 @default.
• W2147938522 hasConceptScore W2147938522C104317684 @default.
• W2147938522 hasConceptScore W2147938522C110332635 @default.
• W2147938522 hasConceptScore W2147938522C11413529 @default.
• W2147938522 hasConceptScore W2147938522C117270229 @default.
• W2147938522 hasConceptScore W2147938522C119857082 @default.
• W2147938522 hasConceptScore W2147938522C126255220 @default.
• W2147938522 hasConceptScore W2147938522C134306372 @default.
• W2147938522 hasConceptScore W2147938522C154945302 @default.
• W2147938522 hasConceptScore W2147938522C158448853 @default.
• W2147938522 hasConceptScore W2147938522C159149176 @default.
• W2147938522 hasConceptScore W2147938522C17020691 @default.
• W2147938522 hasConceptScore W2147938522C173801870 @default.
• W2147938522 hasConceptScore W2147938522C177264268 @default.
• W2147938522 hasConceptScore W2147938522C185592680 @default.
• W2147938522 hasConceptScore W2147938522C188888258 @default.
• W2147938522 hasConceptScore W2147938522C199360897 @default.
• W2147938522 hasConceptScore W2147938522C19966478 @default.
• W2147938522 hasConceptScore W2147938522C33923547 @default.
• W2147938522 hasConceptScore W2147938522C36503486 @default.
• W2147938522 hasConceptScore W2147938522C41008148 @default.
• W2147938522 hasConceptScore W2147938522C55493867 @default.
• W2147938522 hasConceptScore W2147938522C86339819 @default.
• W2147938522 hasConceptScore W2147938522C8880873 @default.
• W2147938522 hasConceptScore W2147938522C90509273 @default.
• W2147938522 hasIssue "2" @default.
• W2147938522 hasLocation W21479385221 @default.
• W2147938522 hasLocation W21479385222 @default.
• W2147938522 hasOpenAccess W2147938522 @default.
• W2147938522 hasPrimaryLocation W21479385221 @default.
• W2147938522 hasRelatedWork W182611020 @default.
• W2147938522 hasRelatedWork W2049419174 @default.

• next