Matches in SemOpenAlex for { <https://semopenalex.org/work/W2624035516> ?p ?o ?g. }
- W2624035516 endingPage "2741" @default.
- W2624035516 startingPage "2730" @default.
- W2624035516 abstract "In differential evolution (DE), different strategies applied in different evolutionary stages may be more effective than a single strategy used in the entire evolutionary process. However, it is not trivial to appropriately determine the evolutionary stage. In this paper, we present an abstract convex underestimation-assisted multistage DE. In the proposed algorithm, the underestimation is calculated through the supporting vectors of some neighboring individuals. Based on the variation of the average underestimation error (UE), the evolutionary process is divided into three stages. Each stage includes a pool of suitable candidate strategies. At the beginning of each generation, the evolutionary stage is first estimated according to the average UE of the previous generation. Subsequently, a strategy is automatically chosen from the corresponding candidate pool to create a mutant vector. In addition, a centroid-based strategy which utilizes the information of multiple superior individuals is designed to balance the population diversity and convergence speed in the second stage. Experiments are conducted on 23 widely used test functions, CEC 2013, and CEC 2014 benchmark sets to demonstrate the performance of the proposed algorithm. The results reveal that the proposed algorithm exhibits better performance compared with several advanced DE variants and some non-DE approaches." @default.
- W2624035516 created "2017-06-15" @default.
- W2624035516 creator A5023785113 @default.
- W2624035516 creator A5049735973 @default.
- W2624035516 date "2017-09-01" @default.
- W2624035516 modified "2023-10-17" @default.
- W2624035516 title "Abstract Convex Underestimation Assisted Multistage Differential Evolution" @default.
- W2624035516 cites W1487136126 @default.
- W2624035516 cites W1595159159 @default.
- W2624035516 cites W1670967200 @default.
- W2624035516 cites W1886893343 @default.
- W2624035516 cites W1963533848 @default.
- W2624035516 cites W1976956135 @default.
- W2624035516 cites W1988504698 @default.
- W2624035516 cites W1994570637 @default.
- W2624035516 cites W1997310993 @default.
- W2624035516 cites W2000681087 @default.
- W2624035516 cites W2002280630 @default.
- W2624035516 cites W2016114852 @default.
- W2624035516 cites W2017568388 @default.
- W2624035516 cites W2024092628 @default.
- W2624035516 cites W2028031385 @default.
- W2624035516 cites W2042253843 @default.
- W2624035516 cites W2064672730 @default.
- W2624035516 cites W2066173509 @default.
- W2624035516 cites W2073240809 @default.
- W2624035516 cites W2077210701 @default.
- W2624035516 cites W2083281224 @default.
- W2624035516 cites W2097360211 @default.
- W2624035516 cites W2098540440 @default.
- W2624035516 cites W2103770257 @default.
- W2624035516 cites W2109881441 @default.
- W2624035516 cites W2112036188 @default.
- W2624035516 cites W2112667413 @default.
- W2624035516 cites W2117250519 @default.
- W2624035516 cites W2123682012 @default.
- W2624035516 cites W2125313209 @default.
- W2624035516 cites W2125332715 @default.
- W2624035516 cites W2131613989 @default.
- W2624035516 cites W2134154181 @default.
- W2624035516 cites W2134285040 @default.
- W2624035516 cites W2137340504 @default.
- W2624035516 cites W2144051602 @default.
- W2624035516 cites W2153260109 @default.
- W2624035516 cites W2155529731 @default.
- W2624035516 cites W2156194072 @default.
- W2624035516 cites W2156773695 @default.
- W2624035516 cites W2162145193 @default.
- W2624035516 cites W2165466912 @default.
- W2624035516 cites W2166513470 @default.
- W2624035516 cites W2310612427 @default.
- W2624035516 cites W2389430365 @default.
- W2624035516 cites W2400474785 @default.
- W2624035516 cites W2557923043 @default.
- W2624035516 cites W2558097110 @default.
- W2624035516 cites W2559097702 @default.
- W2624035516 cites W3158532942 @default.
- W2624035516 cites W4241025692 @default.
- W2624035516 cites W4247128285 @default.
- W2624035516 cites W4249667877 @default.
- W2624035516 cites W4301173492 @default.
- W2624035516 doi "https://doi.org/10.1109/tcyb.2017.2710626" @default.
- W2624035516 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/28613195" @default.
- W2624035516 hasPublicationYear "2017" @default.
- W2624035516 type Work @default.
- W2624035516 sameAs 2624035516 @default.
- W2624035516 citedByCount "40" @default.
- W2624035516 countsByYear W26240355162017 @default.
- W2624035516 countsByYear W26240355162018 @default.
- W2624035516 countsByYear W26240355162019 @default.
- W2624035516 countsByYear W26240355162020 @default.
- W2624035516 countsByYear W26240355162021 @default.
- W2624035516 countsByYear W26240355162022 @default.
- W2624035516 countsByYear W26240355162023 @default.
- W2624035516 crossrefType "journal-article" @default.
- W2624035516 hasAuthorship W2624035516A5023785113 @default.
- W2624035516 hasAuthorship W2624035516A5049735973 @default.
- W2624035516 hasConcept C111919701 @default.
- W2624035516 hasConcept C11413529 @default.
- W2624035516 hasConcept C126255220 @default.
- W2624035516 hasConcept C13280743 @default.
- W2624035516 hasConcept C144024400 @default.
- W2624035516 hasConcept C146599234 @default.
- W2624035516 hasConcept C149923435 @default.
- W2624035516 hasConcept C154945302 @default.
- W2624035516 hasConcept C159149176 @default.
- W2624035516 hasConcept C162324750 @default.
- W2624035516 hasConcept C185798385 @default.
- W2624035516 hasConcept C205649164 @default.
- W2624035516 hasConcept C207002847 @default.
- W2624035516 hasConcept C2777303404 @default.
- W2624035516 hasConcept C2908647359 @default.
- W2624035516 hasConcept C33923547 @default.
- W2624035516 hasConcept C41008148 @default.
- W2624035516 hasConcept C50522688 @default.
- W2624035516 hasConcept C74750220 @default.
- W2624035516 hasConcept C98045186 @default.
- W2624035516 hasConceptScore W2624035516C111919701 @default.