FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2023685757> ?p ?o ?g. }

• W2023685757 endingPage "264" @default.
• W2023685757 startingPage "231" @default.
• W2023685757 abstract "Recently, MOEA/D (multi-objective evolutionary algorithm based on decomposition) has achieved great success in the field of evolutionary multi-objective optimization and has attracted a lot of attention. It decomposes a multi-objective optimization problem (MOP) into a set of scalar subproblems using uniformly distributed aggregation weight vectors and provides an excellent general algorithmic framework of evolutionary multi-objective optimization. Generally, the uniformity of weight vectors in MOEA/D can ensure the diversity of the Pareto optimal solutions, however, it cannot work as well when the target MOP has a complex Pareto front (PF; i.e., discontinuous PF or PF with sharp peak or low tail). To remedy this, we propose an improved MOEA/D with adaptive weight vector adjustment (MOEA/D-AWA). According to the analysis of the geometric relationship between the weight vectors and the optimal solutions under the Chebyshev decomposition scheme, a new weight vector initialization method and an adaptive weight vector adjustment strategy are introduced in MOEA/D-AWA. The weights are adjusted periodically so that the weights of subproblems can be redistributed adaptively to obtain better uniformity of solutions. Meanwhile, computing efforts devoted to subproblems with duplicate optimal solution can be saved. Moreover, an external elite population is introduced to help adding new subproblems into real sparse regions rather than pseudo sparse regions of the complex PF, that is, discontinuous regions of the PF. MOEA/D-AWA has been compared with four state of the art MOEAs, namely the original MOEA/D, Adaptive-MOEA/D, [Formula: see text]-MOEA/D, and NSGA-II on 10 widely used test problems, two newly constructed complex problems, and two many-objective problems. Experimental results indicate that MOEA/D-AWA outperforms the benchmark algorithms in terms of the IGD metric, particularly when the PF of the MOP is complex." @default.
• W2023685757 created "2016-06-24" @default.
• W2023685757 creator A5005474942 @default.
• W2023685757 creator A5050630882 @default.
• W2023685757 creator A5067915975 @default.
• W2023685757 creator A5073898438 @default.
• W2023685757 creator A5077195835 @default.
• W2023685757 creator A5085025467 @default.
• W2023685757 date "2014-06-01" @default.
• W2023685757 modified "2023-10-16" @default.
• W2023685757 title "MOEA/D with Adaptive Weight Adjustment" @default.
• W2023685757 cites W1488578987 @default.
• W2023685757 cites W163714175 @default.
• W2023685757 cites W1842155679 @default.
• W2023685757 cites W1905847227 @default.
• W2023685757 cites W1979822131 @default.
• W2023685757 cites W1989268897 @default.
• W2023685757 cites W1990057974 @default.
• W2023685757 cites W1993530334 @default.
• W2023685757 cites W2023658415 @default.
• W2023685757 cites W2024008934 @default.
• W2023685757 cites W2031232041 @default.
• W2023685757 cites W2053900989 @default.
• W2023685757 cites W2057951669 @default.
• W2023685757 cites W2072620509 @default.
• W2023685757 cites W2074107311 @default.
• W2023685757 cites W2085785871 @default.
• W2023685757 cites W2091503768 @default.
• W2023685757 cites W2095915294 @default.
• W2023685757 cites W2096415085 @default.
• W2023685757 cites W2097536098 @default.
• W2023685757 cites W2098291760 @default.
• W2023685757 cites W2098907614 @default.
• W2023685757 cites W2105245738 @default.
• W2023685757 cites W2106334424 @default.
• W2023685757 cites W2111203151 @default.
• W2023685757 cites W2116661285 @default.
• W2023685757 cites W2116872250 @default.
• W2023685757 cites W2126105956 @default.
• W2023685757 cites W2133004095 @default.
• W2023685757 cites W2143381319 @default.
• W2023685757 cites W2150046657 @default.
• W2023685757 cites W2154693991 @default.
• W2023685757 cites W2161392888 @default.
• W2023685757 cites W69831977 @default.
• W2023685757 doi "https://doi.org/10.1162/evco_a_00109" @default.
• W2023685757 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/23777254" @default.
• W2023685757 hasPublicationYear "2014" @default.
• W2023685757 type Work @default.
• W2023685757 sameAs 2023685757 @default.
• W2023685757 citedByCount "481" @default.
• W2023685757 countsByYear W20236857572014 @default.
• W2023685757 countsByYear W20236857572015 @default.
• W2023685757 countsByYear W20236857572016 @default.
• W2023685757 countsByYear W20236857572017 @default.
• W2023685757 countsByYear W20236857572018 @default.
• W2023685757 countsByYear W20236857572019 @default.
• W2023685757 countsByYear W20236857572020 @default.
• W2023685757 countsByYear W20236857572021 @default.
• W2023685757 countsByYear W20236857572022 @default.
• W2023685757 countsByYear W20236857572023 @default.
• W2023685757 crossrefType "journal-article" @default.
• W2023685757 hasAuthorship W2023685757A5005474942 @default.
• W2023685757 hasAuthorship W2023685757A5050630882 @default.
• W2023685757 hasAuthorship W2023685757A5067915975 @default.
• W2023685757 hasAuthorship W2023685757A5073898438 @default.
• W2023685757 hasAuthorship W2023685757A5077195835 @default.
• W2023685757 hasAuthorship W2023685757A5085025467 @default.
• W2023685757 hasBestOaLocation W20236857572 @default.
• W2023685757 hasConcept C114466953 @default.
• W2023685757 hasConcept C124681953 @default.
• W2023685757 hasConcept C126255220 @default.
• W2023685757 hasConcept C137635306 @default.
• W2023685757 hasConcept C137836250 @default.
• W2023685757 hasConcept C159149176 @default.
• W2023685757 hasConcept C183877218 @default.
• W2023685757 hasConcept C18903297 @default.
• W2023685757 hasConcept C199360897 @default.
• W2023685757 hasConcept C202444582 @default.
• W2023685757 hasConcept C33923547 @default.
• W2023685757 hasConcept C41008148 @default.
• W2023685757 hasConcept C51568863 @default.
• W2023685757 hasConcept C68781425 @default.
• W2023685757 hasConcept C86803240 @default.
• W2023685757 hasConceptScore W2023685757C114466953 @default.
• W2023685757 hasConceptScore W2023685757C124681953 @default.
• W2023685757 hasConceptScore W2023685757C126255220 @default.
• W2023685757 hasConceptScore W2023685757C137635306 @default.
• W2023685757 hasConceptScore W2023685757C137836250 @default.
• W2023685757 hasConceptScore W2023685757C159149176 @default.
• W2023685757 hasConceptScore W2023685757C183877218 @default.
• W2023685757 hasConceptScore W2023685757C18903297 @default.
• W2023685757 hasConceptScore W2023685757C199360897 @default.
• W2023685757 hasConceptScore W2023685757C202444582 @default.
• W2023685757 hasConceptScore W2023685757C33923547 @default.
• W2023685757 hasConceptScore W2023685757C41008148 @default.
• W2023685757 hasConceptScore W2023685757C51568863 @default.
• W2023685757 hasConceptScore W2023685757C68781425 @default.

• next