Matches in SemOpenAlex for { <https://semopenalex.org/work/W3089551448> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W3089551448 endingPage "486" @default.
- W3089551448 startingPage "465" @default.
- W3089551448 abstract "Multimodal optimization aims to find and maintain as many global and local optima of a function as possible. Niching techniques based on multi-populations and clustering proved to be efficient for tackling multimodal optimization problems. The main focus of this work is to enhance the diversity of the population and improve the global search ability to locate more optima. A Double-Layer-Clustering Speciation Differential Evolution (DLCSDE) algorithm for multimodal optimization is proposed. We also show how the DLCSDE can be improved by integrating with a self-adaptive strategy to form the Self-adaptive DLCSDE (SDLCSDE). Based on speciation, first layer clustering divides the entire population into multiple subpopulations to locate global and local optima. The seeds from each species then form a sub-population to search globally during the second layer clustering to find peaks missed during the first layer clustering search process. To test the performance, both DLCSDE and SDLCSDE are compared with 17 state-of-art niching algorithms on 29 multimodal problems with different dimensions. The experiment results demonstrate that both the proposed algorithms outperform or perform comparably to the 17 niching algorithms on all the test functions." @default.
- W3089551448 created "2020-10-08" @default.
- W3089551448 creator A5004198817 @default.
- W3089551448 creator A5015215095 @default.
- W3089551448 creator A5044798240 @default.
- W3089551448 creator A5090656867 @default.
- W3089551448 date "2021-02-01" @default.
- W3089551448 modified "2023-10-06" @default.
- W3089551448 title "Double-layer-clustering differential evolution multimodal optimization by speciation and self-adaptive strategies" @default.
- W3089551448 cites W1538275262 @default.
- W3089551448 cites W1595159159 @default.
- W3089551448 cites W1968005908 @default.
- W3089551448 cites W1981015742 @default.
- W3089551448 cites W1985599680 @default.
- W3089551448 cites W1998608446 @default.
- W3089551448 cites W2012996711 @default.
- W3089551448 cites W2047893268 @default.
- W3089551448 cites W2054878539 @default.
- W3089551448 cites W2068610075 @default.
- W3089551448 cites W2083281224 @default.
- W3089551448 cites W2131579134 @default.
- W3089551448 cites W2134154181 @default.
- W3089551448 cites W2137340504 @default.
- W3089551448 cites W2144341408 @default.
- W3089551448 cites W2152100799 @default.
- W3089551448 cites W2155529731 @default.
- W3089551448 cites W2484548203 @default.
- W3089551448 cites W2564330218 @default.
- W3089551448 doi "https://doi.org/10.1016/j.ins.2020.09.008" @default.
- W3089551448 hasPublicationYear "2021" @default.
- W3089551448 type Work @default.
- W3089551448 sameAs 3089551448 @default.
- W3089551448 citedByCount "38" @default.
- W3089551448 countsByYear W30895514482020 @default.
- W3089551448 countsByYear W30895514482021 @default.
- W3089551448 countsByYear W30895514482022 @default.
- W3089551448 countsByYear W30895514482023 @default.
- W3089551448 crossrefType "journal-article" @default.
- W3089551448 hasAuthorship W3089551448A5004198817 @default.
- W3089551448 hasAuthorship W3089551448A5015215095 @default.
- W3089551448 hasAuthorship W3089551448A5044798240 @default.
- W3089551448 hasAuthorship W3089551448A5090656867 @default.
- W3089551448 hasConcept C11413529 @default.
- W3089551448 hasConcept C126255220 @default.
- W3089551448 hasConcept C137836250 @default.
- W3089551448 hasConcept C141934464 @default.
- W3089551448 hasConcept C144024400 @default.
- W3089551448 hasConcept C149923435 @default.
- W3089551448 hasConcept C154945302 @default.
- W3089551448 hasConcept C164752517 @default.
- W3089551448 hasConcept C2776838516 @default.
- W3089551448 hasConcept C2908647359 @default.
- W3089551448 hasConcept C33923547 @default.
- W3089551448 hasConcept C41008148 @default.
- W3089551448 hasConcept C73555534 @default.
- W3089551448 hasConcept C74750220 @default.
- W3089551448 hasConcept C78458016 @default.
- W3089551448 hasConcept C86803240 @default.
- W3089551448 hasConceptScore W3089551448C11413529 @default.
- W3089551448 hasConceptScore W3089551448C126255220 @default.
- W3089551448 hasConceptScore W3089551448C137836250 @default.
- W3089551448 hasConceptScore W3089551448C141934464 @default.
- W3089551448 hasConceptScore W3089551448C144024400 @default.
- W3089551448 hasConceptScore W3089551448C149923435 @default.
- W3089551448 hasConceptScore W3089551448C154945302 @default.
- W3089551448 hasConceptScore W3089551448C164752517 @default.
- W3089551448 hasConceptScore W3089551448C2776838516 @default.
- W3089551448 hasConceptScore W3089551448C2908647359 @default.
- W3089551448 hasConceptScore W3089551448C33923547 @default.
- W3089551448 hasConceptScore W3089551448C41008148 @default.
- W3089551448 hasConceptScore W3089551448C73555534 @default.
- W3089551448 hasConceptScore W3089551448C74750220 @default.
- W3089551448 hasConceptScore W3089551448C78458016 @default.
- W3089551448 hasConceptScore W3089551448C86803240 @default.
- W3089551448 hasFunder F4320320671 @default.
- W3089551448 hasFunder F4320321001 @default.
- W3089551448 hasFunder F4320324174 @default.
- W3089551448 hasLocation W30895514481 @default.
- W3089551448 hasOpenAccess W3089551448 @default.
- W3089551448 hasPrimaryLocation W30895514481 @default.
- W3089551448 hasRelatedWork W107491787 @default.
- W3089551448 hasRelatedWork W167034497 @default.
- W3089551448 hasRelatedWork W2004233083 @default.
- W3089551448 hasRelatedWork W2045438354 @default.
- W3089551448 hasRelatedWork W2046572658 @default.
- W3089551448 hasRelatedWork W2254684495 @default.
- W3089551448 hasRelatedWork W3046638427 @default.
- W3089551448 hasRelatedWork W4306295037 @default.
- W3089551448 hasRelatedWork W90776781 @default.
- W3089551448 hasRelatedWork W2161410550 @default.
- W3089551448 hasVolume "545" @default.
- W3089551448 isParatext "false" @default.
- W3089551448 isRetracted "false" @default.
- W3089551448 magId "3089551448" @default.
- W3089551448 workType "article" @default.