Matches in SemOpenAlex for { <https://semopenalex.org/work/W1979055834> ?p ?o ?g. }
Showing items 1 to 83 of
83
with 100 items per page.
- W1979055834 abstract "Many optimization problems are multi-modal. In certain cases, we are interested in finding multiple locally optimal solutions rather than just a single optimum as is computed by traditional genetic algorithms (GAs). Several niching techniques have been developed that seek to find multiple such local optima. These techniques, which include sharing and crowding, are clearly powerful and useful. But they do not explicitly let the user control the number of local optima being computed, which we believe to be an important capability. In this paper, we develop a method that provides, as an input parameter to niching, the desired number of local optima. Our method integrates techniques from feedback control, includes a sensor based on clustering, and utilizes a scaling parameter in Generalized Crowding to control the number of niches being explored. The resulting Feedback Control GA (FCGA) is tested in several experiments and found to perform well compared to previous approaches. Overall, the integration of feedback control and Generalized Crowding is shown to effectively guide the search for multiple local optima in a more controlled fashion. We believe this novel capability has the potential to impact future applications as well as other evolutionary algorithms." @default.
- W1979055834 created "2016-06-24" @default.
- W1979055834 creator A5009341608 @default.
- W1979055834 creator A5015371785 @default.
- W1979055834 creator A5032530028 @default.
- W1979055834 date "2014-07-12" @default.
- W1979055834 modified "2023-09-25" @default.
- W1979055834 title "Feedback control for multi-modal optimization using genetic algorithms" @default.
- W1979055834 cites W1565012712 @default.
- W1979055834 cites W1967407013 @default.
- W1979055834 cites W2024060531 @default.
- W1979055834 cites W2073381904 @default.
- W1979055834 cites W2092652085 @default.
- W1979055834 cites W2092763217 @default.
- W1979055834 cites W2146584320 @default.
- W1979055834 cites W2147950656 @default.
- W1979055834 cites W2158433228 @default.
- W1979055834 cites W2165751865 @default.
- W1979055834 cites W2172414771 @default.
- W1979055834 cites W3036994337 @default.
- W1979055834 cites W4256087918 @default.
- W1979055834 doi "https://doi.org/10.1145/2576768.2598231" @default.
- W1979055834 hasPublicationYear "2014" @default.
- W1979055834 type Work @default.
- W1979055834 sameAs 1979055834 @default.
- W1979055834 citedByCount "2" @default.
- W1979055834 countsByYear W19790558342017 @default.
- W1979055834 countsByYear W19790558342021 @default.
- W1979055834 crossrefType "proceedings-article" @default.
- W1979055834 hasAuthorship W1979055834A5009341608 @default.
- W1979055834 hasAuthorship W1979055834A5015371785 @default.
- W1979055834 hasAuthorship W1979055834A5032530028 @default.
- W1979055834 hasBestOaLocation W19790558342 @default.
- W1979055834 hasConcept C11413529 @default.
- W1979055834 hasConcept C126255220 @default.
- W1979055834 hasConcept C137836250 @default.
- W1979055834 hasConcept C141934464 @default.
- W1979055834 hasConcept C149333683 @default.
- W1979055834 hasConcept C154945302 @default.
- W1979055834 hasConcept C169760540 @default.
- W1979055834 hasConcept C185592680 @default.
- W1979055834 hasConcept C188027245 @default.
- W1979055834 hasConcept C2775924081 @default.
- W1979055834 hasConcept C33923547 @default.
- W1979055834 hasConcept C41008148 @default.
- W1979055834 hasConcept C71139939 @default.
- W1979055834 hasConcept C73555534 @default.
- W1979055834 hasConcept C86803240 @default.
- W1979055834 hasConcept C8880873 @default.
- W1979055834 hasConceptScore W1979055834C11413529 @default.
- W1979055834 hasConceptScore W1979055834C126255220 @default.
- W1979055834 hasConceptScore W1979055834C137836250 @default.
- W1979055834 hasConceptScore W1979055834C141934464 @default.
- W1979055834 hasConceptScore W1979055834C149333683 @default.
- W1979055834 hasConceptScore W1979055834C154945302 @default.
- W1979055834 hasConceptScore W1979055834C169760540 @default.
- W1979055834 hasConceptScore W1979055834C185592680 @default.
- W1979055834 hasConceptScore W1979055834C188027245 @default.
- W1979055834 hasConceptScore W1979055834C2775924081 @default.
- W1979055834 hasConceptScore W1979055834C33923547 @default.
- W1979055834 hasConceptScore W1979055834C41008148 @default.
- W1979055834 hasConceptScore W1979055834C71139939 @default.
- W1979055834 hasConceptScore W1979055834C73555534 @default.
- W1979055834 hasConceptScore W1979055834C86803240 @default.
- W1979055834 hasConceptScore W1979055834C8880873 @default.
- W1979055834 hasLocation W19790558341 @default.
- W1979055834 hasLocation W19790558342 @default.
- W1979055834 hasOpenAccess W1979055834 @default.
- W1979055834 hasPrimaryLocation W19790558341 @default.
- W1979055834 hasRelatedWork W2030651013 @default.
- W1979055834 hasRelatedWork W2045438354 @default.
- W1979055834 hasRelatedWork W2126939445 @default.
- W1979055834 hasRelatedWork W2358162608 @default.
- W1979055834 hasRelatedWork W2375660666 @default.
- W1979055834 hasRelatedWork W2387214962 @default.
- W1979055834 hasRelatedWork W2921331284 @default.
- W1979055834 hasRelatedWork W2962806459 @default.
- W1979055834 hasRelatedWork W3045755196 @default.
- W1979055834 hasRelatedWork W4294811631 @default.
- W1979055834 isParatext "false" @default.
- W1979055834 isRetracted "false" @default.
- W1979055834 magId "1979055834" @default.
- W1979055834 workType "article" @default.