Matches in SemOpenAlex for { <https://semopenalex.org/work/W2977885047> ?p ?o ?g. }
Showing items 1 to 58 of
58
with 100 items per page.
- W2977885047 abstract "The Differential Evolution (DE) is a highly competitive numerical optimization algorithm, with a small number of control parameters. However, it is highly sensitive to the setting of these parameters, which inspired many researchers to develop adaptation strategies. One of them is the popular Success-History based Adaptation (SHA) mechanism, which significantly improves the DE performance. In this study, the focus is on the choice of the metaparameters of the SHA, namely the settings of the Lehmer mean coefficients for scaling factor and crossover rate memory cells update. The experiments are performed on the LSHADE algorithm and the Congress on Evolutionary Computation competition on numerical optimization functions set. The results demonstrate that for larger dimensions the SHA mechanism with modified Lehmer mean allows a significant improvement of the algorithm efficiency. The theoretical considerations of the generalized Lehmer mean could be also applied to other adaptive mechanisms." @default.
- W2977885047 created "2019-10-10" @default.
- W2977885047 creator A5002679497 @default.
- W2977885047 creator A5035349875 @default.
- W2977885047 creator A5035659737 @default.
- W2977885047 creator A5085294016 @default.
- W2977885047 date "2019-01-01" @default.
- W2977885047 modified "2023-09-24" @default.
- W2977885047 title "Generalized Lehmer Mean for Success History based Adaptive Differential Evolution" @default.
- W2977885047 doi "https://doi.org/10.5220/0008163600930100" @default.
- W2977885047 hasPublicationYear "2019" @default.
- W2977885047 type Work @default.
- W2977885047 sameAs 2977885047 @default.
- W2977885047 citedByCount "4" @default.
- W2977885047 countsByYear W29778850472020 @default.
- W2977885047 countsByYear W29778850472021 @default.
- W2977885047 countsByYear W29778850472022 @default.
- W2977885047 crossrefType "proceedings-article" @default.
- W2977885047 hasAuthorship W2977885047A5002679497 @default.
- W2977885047 hasAuthorship W2977885047A5035349875 @default.
- W2977885047 hasAuthorship W2977885047A5035659737 @default.
- W2977885047 hasAuthorship W2977885047A5085294016 @default.
- W2977885047 hasBestOaLocation W29778850471 @default.
- W2977885047 hasConcept C105795698 @default.
- W2977885047 hasConcept C11413529 @default.
- W2977885047 hasConcept C127413603 @default.
- W2977885047 hasConcept C146978453 @default.
- W2977885047 hasConcept C28826006 @default.
- W2977885047 hasConcept C33923547 @default.
- W2977885047 hasConcept C41008148 @default.
- W2977885047 hasConcept C74750220 @default.
- W2977885047 hasConcept C93226319 @default.
- W2977885047 hasConceptScore W2977885047C105795698 @default.
- W2977885047 hasConceptScore W2977885047C11413529 @default.
- W2977885047 hasConceptScore W2977885047C127413603 @default.
- W2977885047 hasConceptScore W2977885047C146978453 @default.
- W2977885047 hasConceptScore W2977885047C28826006 @default.
- W2977885047 hasConceptScore W2977885047C33923547 @default.
- W2977885047 hasConceptScore W2977885047C41008148 @default.
- W2977885047 hasConceptScore W2977885047C74750220 @default.
- W2977885047 hasConceptScore W2977885047C93226319 @default.
- W2977885047 hasLocation W29778850471 @default.
- W2977885047 hasOpenAccess W2977885047 @default.
- W2977885047 hasPrimaryLocation W29778850471 @default.
- W2977885047 hasRelatedWork W1966413210 @default.
- W2977885047 hasRelatedWork W2066157660 @default.
- W2977885047 hasRelatedWork W2114668360 @default.
- W2977885047 hasRelatedWork W2552050053 @default.
- W2977885047 hasRelatedWork W4229963900 @default.
- W2977885047 hasRelatedWork W4230347692 @default.
- W2977885047 hasRelatedWork W4234996786 @default.
- W2977885047 hasRelatedWork W4246548823 @default.
- W2977885047 hasRelatedWork W4247367216 @default.
- W2977885047 hasRelatedWork W4255213289 @default.
- W2977885047 isParatext "false" @default.
- W2977885047 isRetracted "false" @default.
- W2977885047 magId "2977885047" @default.
- W2977885047 workType "article" @default.