Matches in SemOpenAlex for { <https://semopenalex.org/work/W2897913979> ?p ?o ?g. }
Showing items 1 to 82 of
82
with 100 items per page.
- W2897913979 abstract "Multi-Objective Evolutionary Algorithm based on Decomposition with Dynamical Resource Allocation (MOEA/D-DRA) is one of the most successful decomposition based multiobjective algorithm. Its main feature is a mechanism to allocate different computational effort proportional to the difficult of each subproblem. Despite its success, MOEA/D-DRA has a large set of parameters and operators, whose selection could be a difficult task. This paper aims at improving the performance of MOEA/D-DRA by means of a hyper-heuristic using two parameter/operator selection phases: one off-line strongly based on Iterated Race Automatic Algorithm Configuration (Irace) and another one (online) based on the Upper Confidence Bound (UCB) technique. The proposed approach is compared with the original MOEA/D-DRA, NSGAII and IBEA over 51 instances of 7 well known benchmarks (CEC 2009, GLT, LZ09, MOP, DTLZ, ZDT and WFG). Results show that Irace and UCB are interesting methods to support the hyper-heuristic functioning when selecting parameters/operators of MOEA/D-DRA in the addressed problems." @default.
- W2897913979 created "2018-10-26" @default.
- W2897913979 creator A5005337237 @default.
- W2897913979 creator A5015474670 @default.
- W2897913979 creator A5017509962 @default.
- W2897913979 creator A5056772812 @default.
- W2897913979 creator A5074886439 @default.
- W2897913979 date "2018-07-01" @default.
- W2897913979 modified "2023-09-23" @default.
- W2897913979 title "Boosting the Performance of MOEA/D-DRA with a Multi-Objective Hyper-Heuristic Based on Irace and UCB Method for Heuristic Selection" @default.
- W2897913979 cites W1814515812 @default.
- W2897913979 cites W1988734920 @default.
- W2897913979 cites W2038420231 @default.
- W2897913979 cites W2057338644 @default.
- W2897913979 cites W2058142975 @default.
- W2897913979 cites W2072441740 @default.
- W2897913979 cites W2083457599 @default.
- W2897913979 cites W2102625537 @default.
- W2897913979 cites W2106334424 @default.
- W2897913979 cites W2125899728 @default.
- W2897913979 cites W2126105956 @default.
- W2897913979 cites W2143185749 @default.
- W2897913979 cites W2143381319 @default.
- W2897913979 cites W2150046657 @default.
- W2897913979 cites W2172034434 @default.
- W2897913979 cites W2310612427 @default.
- W2897913979 cites W2519112510 @default.
- W2897913979 doi "https://doi.org/10.1109/cec.2018.8477661" @default.
- W2897913979 hasPublicationYear "2018" @default.
- W2897913979 type Work @default.
- W2897913979 sameAs 2897913979 @default.
- W2897913979 citedByCount "8" @default.
- W2897913979 countsByYear W28979139792019 @default.
- W2897913979 countsByYear W28979139792020 @default.
- W2897913979 countsByYear W28979139792021 @default.
- W2897913979 countsByYear W28979139792022 @default.
- W2897913979 countsByYear W28979139792023 @default.
- W2897913979 crossrefType "proceedings-article" @default.
- W2897913979 hasAuthorship W2897913979A5005337237 @default.
- W2897913979 hasAuthorship W2897913979A5015474670 @default.
- W2897913979 hasAuthorship W2897913979A5017509962 @default.
- W2897913979 hasAuthorship W2897913979A5056772812 @default.
- W2897913979 hasAuthorship W2897913979A5074886439 @default.
- W2897913979 hasConcept C124681953 @default.
- W2897913979 hasConcept C126255220 @default.
- W2897913979 hasConcept C154945302 @default.
- W2897913979 hasConcept C159149176 @default.
- W2897913979 hasConcept C173801870 @default.
- W2897913979 hasConcept C18903297 @default.
- W2897913979 hasConcept C33923547 @default.
- W2897913979 hasConcept C41008148 @default.
- W2897913979 hasConcept C46686674 @default.
- W2897913979 hasConcept C81917197 @default.
- W2897913979 hasConcept C86803240 @default.
- W2897913979 hasConceptScore W2897913979C124681953 @default.
- W2897913979 hasConceptScore W2897913979C126255220 @default.
- W2897913979 hasConceptScore W2897913979C154945302 @default.
- W2897913979 hasConceptScore W2897913979C159149176 @default.
- W2897913979 hasConceptScore W2897913979C173801870 @default.
- W2897913979 hasConceptScore W2897913979C18903297 @default.
- W2897913979 hasConceptScore W2897913979C33923547 @default.
- W2897913979 hasConceptScore W2897913979C41008148 @default.
- W2897913979 hasConceptScore W2897913979C46686674 @default.
- W2897913979 hasConceptScore W2897913979C81917197 @default.
- W2897913979 hasConceptScore W2897913979C86803240 @default.
- W2897913979 hasLocation W28979139791 @default.
- W2897913979 hasOpenAccess W2897913979 @default.
- W2897913979 hasPrimaryLocation W28979139791 @default.
- W2897913979 hasRelatedWork W2013796846 @default.
- W2897913979 hasRelatedWork W2153798538 @default.
- W2897913979 hasRelatedWork W2164452911 @default.
- W2897913979 hasRelatedWork W2609358488 @default.
- W2897913979 hasRelatedWork W2753754628 @default.
- W2897913979 hasRelatedWork W2802480283 @default.
- W2897913979 hasRelatedWork W2965903463 @default.
- W2897913979 hasRelatedWork W3191679877 @default.
- W2897913979 hasRelatedWork W4296374102 @default.
- W2897913979 hasRelatedWork W4317932131 @default.
- W2897913979 isParatext "false" @default.
- W2897913979 isRetracted "false" @default.
- W2897913979 magId "2897913979" @default.
- W2897913979 workType "article" @default.