Matches in SemOpenAlex for { <https://semopenalex.org/work/W2095392079> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W2095392079 abstract "We describe the effectiveness of interactive evolutionary computation (IEC) with tournament-style evaluation to reduce the evaluation load of IEC users. Most previous studies did not clearly demonstrate the effectiveness of the tournament-style evaluation. Therefore, we implemented a tournament-style evaluation for a specific application and inspected the effectiveness of the IEC with tournament-style evaluation using an experiment with real users. We used three evaluation objects: music, animation, and image. We evaluated the performance of the following three methods. The first was a normal IGA (NIGA), which is a conventional 10-stage evaluation. The second was a tournament-style evaluation with two levels (T2), which evaluates only the superiority or inferiority of two candidates at a time. The third was a tournament-style evaluation with four levels (T4), which progressively evaluates the superiority or inferiority of two candidates. We inspected the effectiveness of these methods by simulation using an evaluation agent that imitated human preferences (or Kansei). The simulation results showed that the evolution performances of the NIGA and T2 are higher than those of the T4. Also, we inspected the effectiveness of these methods by an evaluation experiment with 42 subjects in their 20s. The experiment results showed that the satisfaction level for generated candidates were approximately equal among the NIGA, T2, and T4. Moreover, with the T2, it was easiest for test subjects to evaluate solution candidates than with the NIGA in all evaluation objects. And with the T4, it was easier for test subjects to evaluate solution candidates when the evaluation objects were music and image than with the NIGA." @default.
- W2095392079 created "2016-06-24" @default.
- W2095392079 creator A5001343839 @default.
- W2095392079 creator A5027449113 @default.
- W2095392079 creator A5049033194 @default.
- W2095392079 date "2012-06-01" @default.
- W2095392079 modified "2023-09-27" @default.
- W2095392079 title "Performance evaluation of interactive evolutionary computation with tournament-style evaluation" @default.
- W2095392079 cites W2005590804 @default.
- W2095392079 cites W2133390518 @default.
- W2095392079 cites W2151019861 @default.
- W2095392079 cites W2161615025 @default.
- W2095392079 cites W2171540556 @default.
- W2095392079 cites W2265475888 @default.
- W2095392079 cites W2561888493 @default.
- W2095392079 doi "https://doi.org/10.1109/cec.2012.6256128" @default.
- W2095392079 hasPublicationYear "2012" @default.
- W2095392079 type Work @default.
- W2095392079 sameAs 2095392079 @default.
- W2095392079 citedByCount "2" @default.
- W2095392079 countsByYear W20953920792022 @default.
- W2095392079 countsByYear W20953920792023 @default.
- W2095392079 crossrefType "proceedings-article" @default.
- W2095392079 hasAuthorship W2095392079A5001343839 @default.
- W2095392079 hasAuthorship W2095392079A5027449113 @default.
- W2095392079 hasAuthorship W2095392079A5049033194 @default.
- W2095392079 hasConcept C114614502 @default.
- W2095392079 hasConcept C121684516 @default.
- W2095392079 hasConcept C127413603 @default.
- W2095392079 hasConcept C136975688 @default.
- W2095392079 hasConcept C151730666 @default.
- W2095392079 hasConcept C154945302 @default.
- W2095392079 hasConcept C166957645 @default.
- W2095392079 hasConcept C200601418 @default.
- W2095392079 hasConcept C2776445246 @default.
- W2095392079 hasConcept C2777267654 @default.
- W2095392079 hasConcept C2781297728 @default.
- W2095392079 hasConcept C3018395757 @default.
- W2095392079 hasConcept C33923547 @default.
- W2095392079 hasConcept C41008148 @default.
- W2095392079 hasConcept C502989409 @default.
- W2095392079 hasConcept C86803240 @default.
- W2095392079 hasConcept C95457728 @default.
- W2095392079 hasConceptScore W2095392079C114614502 @default.
- W2095392079 hasConceptScore W2095392079C121684516 @default.
- W2095392079 hasConceptScore W2095392079C127413603 @default.
- W2095392079 hasConceptScore W2095392079C136975688 @default.
- W2095392079 hasConceptScore W2095392079C151730666 @default.
- W2095392079 hasConceptScore W2095392079C154945302 @default.
- W2095392079 hasConceptScore W2095392079C166957645 @default.
- W2095392079 hasConceptScore W2095392079C200601418 @default.
- W2095392079 hasConceptScore W2095392079C2776445246 @default.
- W2095392079 hasConceptScore W2095392079C2777267654 @default.
- W2095392079 hasConceptScore W2095392079C2781297728 @default.
- W2095392079 hasConceptScore W2095392079C3018395757 @default.
- W2095392079 hasConceptScore W2095392079C33923547 @default.
- W2095392079 hasConceptScore W2095392079C41008148 @default.
- W2095392079 hasConceptScore W2095392079C502989409 @default.
- W2095392079 hasConceptScore W2095392079C86803240 @default.
- W2095392079 hasConceptScore W2095392079C95457728 @default.
- W2095392079 hasLocation W20953920791 @default.
- W2095392079 hasOpenAccess W2095392079 @default.
- W2095392079 hasPrimaryLocation W20953920791 @default.
- W2095392079 hasRelatedWork W2008102628 @default.
- W2095392079 hasRelatedWork W2048406466 @default.
- W2095392079 hasRelatedWork W2095392079 @default.
- W2095392079 hasRelatedWork W2367492307 @default.
- W2095392079 hasRelatedWork W2370579750 @default.
- W2095392079 hasRelatedWork W2388891502 @default.
- W2095392079 hasRelatedWork W2407850102 @default.
- W2095392079 hasRelatedWork W2561888493 @default.
- W2095392079 hasRelatedWork W3170590784 @default.
- W2095392079 hasRelatedWork W216478537 @default.
- W2095392079 isParatext "false" @default.
- W2095392079 isRetracted "false" @default.
- W2095392079 magId "2095392079" @default.
- W2095392079 workType "article" @default.