Matches in SemOpenAlex for { <https://semopenalex.org/work/W1514444899> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W1514444899 endingPage "410" @default.
- W1514444899 startingPage "396" @default.
- W1514444899 abstract "A main focus of current research on evolutionary multi-objective optimization (EMO) is the study of the effectiveness of EMO algorithms for problems with many objectives. Among the several techniques that have led to the development of more effective algorithms, decomposition and component-wise design have presented particularly good results. But how do they compare? In this work, we conduct a systematic analysis that compares algorithms produced using the MOEA/D decomposition-based framework and the AutoMOEA component-wise design framework. In particular, we identify a version of MOEA/D that outperforms the best known MOEA/D algorithm for several scenarios and confirms the effectiveness of decomposition on problems with three objectives. However, when we consider problems with five objectives, we show that MOEA/D is unable to outperform SMS-EMOA, being often outperformed by it. Conversely, automatically designed AutoMOEAs display competitive performance on three-objective problems, and the best and most robust performance among all algorithms considered for problems with five objectives." @default.
- W1514444899 created "2016-06-24" @default.
- W1514444899 creator A5014676600 @default.
- W1514444899 creator A5074791154 @default.
- W1514444899 creator A5079774217 @default.
- W1514444899 date "2015-01-01" @default.
- W1514444899 modified "2023-10-14" @default.
- W1514444899 title "Comparing Decomposition-Based and Automatically Component-Wise Designed Multi-Objective Evolutionary Algorithms" @default.
- W1514444899 cites W1501765272 @default.
- W1514444899 cites W1514444899 @default.
- W1514444899 cites W1569932624 @default.
- W1514444899 cites W1588375755 @default.
- W1514444899 cites W1595205399 @default.
- W1514444899 cites W1605170913 @default.
- W1514444899 cites W1990341344 @default.
- W1514444899 cites W2012041274 @default.
- W1514444899 cites W2038420231 @default.
- W1514444899 cites W2050914643 @default.
- W1514444899 cites W2053900989 @default.
- W1514444899 cites W2058648840 @default.
- W1514444899 cites W2079454949 @default.
- W1514444899 cites W2102365077 @default.
- W1514444899 cites W2102625537 @default.
- W1514444899 cites W2123020853 @default.
- W1514444899 cites W2125899728 @default.
- W1514444899 cites W2126105956 @default.
- W1514444899 cites W2127474646 @default.
- W1514444899 cites W2143185749 @default.
- W1514444899 cites W2143381319 @default.
- W1514444899 cites W2147637302 @default.
- W1514444899 cites W2150046657 @default.
- W1514444899 cites W2159249098 @default.
- W1514444899 cites W27400960 @default.
- W1514444899 cites W82483302 @default.
- W1514444899 doi "https://doi.org/10.1007/978-3-319-15934-8_27" @default.
- W1514444899 hasPublicationYear "2015" @default.
- W1514444899 type Work @default.
- W1514444899 sameAs 1514444899 @default.
- W1514444899 citedByCount "9" @default.
- W1514444899 countsByYear W15144448992015 @default.
- W1514444899 countsByYear W15144448992016 @default.
- W1514444899 countsByYear W15144448992018 @default.
- W1514444899 countsByYear W15144448992019 @default.
- W1514444899 countsByYear W15144448992020 @default.
- W1514444899 countsByYear W15144448992022 @default.
- W1514444899 crossrefType "book-chapter" @default.
- W1514444899 hasAuthorship W1514444899A5014676600 @default.
- W1514444899 hasAuthorship W1514444899A5074791154 @default.
- W1514444899 hasAuthorship W1514444899A5079774217 @default.
- W1514444899 hasBestOaLocation W15144448992 @default.
- W1514444899 hasConcept C105902424 @default.
- W1514444899 hasConcept C11413529 @default.
- W1514444899 hasConcept C121332964 @default.
- W1514444899 hasConcept C124681953 @default.
- W1514444899 hasConcept C154945302 @default.
- W1514444899 hasConcept C159149176 @default.
- W1514444899 hasConcept C168167062 @default.
- W1514444899 hasConcept C18903297 @default.
- W1514444899 hasConcept C41008148 @default.
- W1514444899 hasConcept C86803240 @default.
- W1514444899 hasConcept C97355855 @default.
- W1514444899 hasConceptScore W1514444899C105902424 @default.
- W1514444899 hasConceptScore W1514444899C11413529 @default.
- W1514444899 hasConceptScore W1514444899C121332964 @default.
- W1514444899 hasConceptScore W1514444899C124681953 @default.
- W1514444899 hasConceptScore W1514444899C154945302 @default.
- W1514444899 hasConceptScore W1514444899C159149176 @default.
- W1514444899 hasConceptScore W1514444899C168167062 @default.
- W1514444899 hasConceptScore W1514444899C18903297 @default.
- W1514444899 hasConceptScore W1514444899C41008148 @default.
- W1514444899 hasConceptScore W1514444899C86803240 @default.
- W1514444899 hasConceptScore W1514444899C97355855 @default.
- W1514444899 hasLocation W15144448991 @default.
- W1514444899 hasLocation W15144448992 @default.
- W1514444899 hasOpenAccess W1514444899 @default.
- W1514444899 hasPrimaryLocation W15144448991 @default.
- W1514444899 hasRelatedWork W1880866131 @default.
- W1514444899 hasRelatedWork W1892318172 @default.
- W1514444899 hasRelatedWork W1974604429 @default.
- W1514444899 hasRelatedWork W1987820757 @default.
- W1514444899 hasRelatedWork W2762061873 @default.
- W1514444899 hasRelatedWork W2785673388 @default.
- W1514444899 hasRelatedWork W2836566591 @default.
- W1514444899 hasRelatedWork W2994624091 @default.
- W1514444899 hasRelatedWork W4220764244 @default.
- W1514444899 hasRelatedWork W4294811723 @default.
- W1514444899 isParatext "false" @default.
- W1514444899 isRetracted "false" @default.
- W1514444899 magId "1514444899" @default.
- W1514444899 workType "book-chapter" @default.