Matches in SemOpenAlex for { <https://semopenalex.org/work/W1502203485> ?p ?o ?g. }
Showing items 1 to 86 of
86
with 100 items per page.
- W1502203485 endingPage "1221" @default.
- W1502203485 startingPage "1210" @default.
- W1502203485 abstract "Reliable execution and analysis of an evolutionary algorithm (EA) normally requires many runs to provide reasonable assurance that stochastic effects have been properly considered. One of the first stochastic influences on the behavior of an EA is the population initialization. This has been recognized as a potentially serious problem to the performance of EAs but little progress has been made in improving the situation. Using a better population initialization algorithm would not be expected to improve the many-run average performance of an EA, but instead, it would be expected to reduce the variance of the results, without loss of average performance. This would provide researchers the opportunity to reliably examine their experimental results while requiring fewer EA runs for an appropriate statistical sample. This paper uses recent advances in the measurement and control of a population’s dispersion in a search space to present a novel algorithm for better population initialization. Experimental verification of the usefulness of the new technique is provided." @default.
- W1502203485 created "2016-06-24" @default.
- W1502203485 creator A5051658916 @default.
- W1502203485 date "2003-01-01" @default.
- W1502203485 modified "2023-10-18" @default.
- W1502203485 title "Dispersion-Based Population Initialization" @default.
- W1502203485 cites W1979667244 @default.
- W1502203485 cites W2023711160 @default.
- W1502203485 cites W2160958384 @default.
- W1502203485 cites W2163417850 @default.
- W1502203485 cites W4212933304 @default.
- W1502203485 doi "https://doi.org/10.1007/3-540-45105-6_128" @default.
- W1502203485 hasPublicationYear "2003" @default.
- W1502203485 type Work @default.
- W1502203485 sameAs 1502203485 @default.
- W1502203485 citedByCount "17" @default.
- W1502203485 countsByYear W15022034852012 @default.
- W1502203485 countsByYear W15022034852013 @default.
- W1502203485 countsByYear W15022034852014 @default.
- W1502203485 countsByYear W15022034852016 @default.
- W1502203485 countsByYear W15022034852020 @default.
- W1502203485 countsByYear W15022034852021 @default.
- W1502203485 countsByYear W15022034852023 @default.
- W1502203485 crossrefType "book-chapter" @default.
- W1502203485 hasAuthorship W1502203485A5051658916 @default.
- W1502203485 hasBestOaLocation W15022034852 @default.
- W1502203485 hasConcept C11413529 @default.
- W1502203485 hasConcept C114466953 @default.
- W1502203485 hasConcept C120665830 @default.
- W1502203485 hasConcept C121332964 @default.
- W1502203485 hasConcept C121955636 @default.
- W1502203485 hasConcept C126255220 @default.
- W1502203485 hasConcept C144024400 @default.
- W1502203485 hasConcept C144133560 @default.
- W1502203485 hasConcept C149923435 @default.
- W1502203485 hasConcept C154945302 @default.
- W1502203485 hasConcept C159149176 @default.
- W1502203485 hasConcept C177562468 @default.
- W1502203485 hasConcept C185592680 @default.
- W1502203485 hasConcept C196083921 @default.
- W1502203485 hasConcept C198531522 @default.
- W1502203485 hasConcept C199360897 @default.
- W1502203485 hasConcept C2908647359 @default.
- W1502203485 hasConcept C33923547 @default.
- W1502203485 hasConcept C41008148 @default.
- W1502203485 hasConcept C43617362 @default.
- W1502203485 hasConceptScore W1502203485C11413529 @default.
- W1502203485 hasConceptScore W1502203485C114466953 @default.
- W1502203485 hasConceptScore W1502203485C120665830 @default.
- W1502203485 hasConceptScore W1502203485C121332964 @default.
- W1502203485 hasConceptScore W1502203485C121955636 @default.
- W1502203485 hasConceptScore W1502203485C126255220 @default.
- W1502203485 hasConceptScore W1502203485C144024400 @default.
- W1502203485 hasConceptScore W1502203485C144133560 @default.
- W1502203485 hasConceptScore W1502203485C149923435 @default.
- W1502203485 hasConceptScore W1502203485C154945302 @default.
- W1502203485 hasConceptScore W1502203485C159149176 @default.
- W1502203485 hasConceptScore W1502203485C177562468 @default.
- W1502203485 hasConceptScore W1502203485C185592680 @default.
- W1502203485 hasConceptScore W1502203485C196083921 @default.
- W1502203485 hasConceptScore W1502203485C198531522 @default.
- W1502203485 hasConceptScore W1502203485C199360897 @default.
- W1502203485 hasConceptScore W1502203485C2908647359 @default.
- W1502203485 hasConceptScore W1502203485C33923547 @default.
- W1502203485 hasConceptScore W1502203485C41008148 @default.
- W1502203485 hasConceptScore W1502203485C43617362 @default.
- W1502203485 hasLocation W15022034851 @default.
- W1502203485 hasLocation W15022034852 @default.
- W1502203485 hasOpenAccess W1502203485 @default.
- W1502203485 hasPrimaryLocation W15022034851 @default.
- W1502203485 hasRelatedWork W2037637620 @default.
- W1502203485 hasRelatedWork W2180809734 @default.
- W1502203485 hasRelatedWork W2368370270 @default.
- W1502203485 hasRelatedWork W2374442885 @default.
- W1502203485 hasRelatedWork W2374512474 @default.
- W1502203485 hasRelatedWork W2504693419 @default.
- W1502203485 hasRelatedWork W2748952813 @default.
- W1502203485 hasRelatedWork W2899084033 @default.
- W1502203485 hasRelatedWork W3120539945 @default.
- W1502203485 hasRelatedWork W3137695610 @default.
- W1502203485 isParatext "false" @default.
- W1502203485 isRetracted "false" @default.
- W1502203485 magId "1502203485" @default.
- W1502203485 workType "book-chapter" @default.