Matches in SemOpenAlex for { <https://semopenalex.org/work/W2099846492> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2099846492 abstract "In this work, we present an advanced Multi-Objective Genetic Algorithm for obtaining more compact fuzzy logic controllers as the way to find the best combination of rules, thus improving the system performance in a problem to control a Heating, Ventilating, and Air Conditioning system. To this end, two objectives have been considered, maximizing the performance of the system (involving energy performance, stability and indoor comfort requirements) and minimizing the number of rules obtained (for finding the most cooperative/accurate rule subset). This algorithm is based on the well-known SPEA2 but implements some advanced concepts such as incest prevention which, by avoiding unnecessary evaluations, helps to improve the exploration/exploitation trade-off and consequently its con vergence ability, and makes use of different mechanisms to focus the search on the desired Pareto zone. All of this becomes essential in the problem addressed due to the long computation time required for each controller evaluation. The results obtained confirm the effectiveness of our approach in terms of the controller performance when it is compared with several mono-objective steady-state genetic algorithms, previously applied to this particular problem, and with the corresponding multi-objective counterparts, obtaining the most accurate fuzzy controllers by means of searching for simpler solutions." @default.
- W2099846492 created "2016-06-24" @default.
- W2099846492 creator A5045016749 @default.
- W2099846492 creator A5064161587 @default.
- W2099846492 creator A5076451998 @default.
- W2099846492 date "2011-04-01" @default.
- W2099846492 modified "2023-10-18" @default.
- W2099846492 title "Evolutionary Multi-Objective Algorithm to effectively improve the performance of the classic tuning of fuzzy logic controllers for a heating, ventilating and Air Conditioning system" @default.
- W2099846492 cites W1485567977 @default.
- W2099846492 cites W1495093786 @default.
- W2099846492 cites W1514048016 @default.
- W2099846492 cites W1565902586 @default.
- W2099846492 cites W2023893330 @default.
- W2099846492 cites W2084620097 @default.
- W2099846492 cites W2106770680 @default.
- W2099846492 cites W2126105956 @default.
- W2099846492 cites W4292408320 @default.
- W2099846492 doi "https://doi.org/10.1109/gefs.2011.5949494" @default.
- W2099846492 hasPublicationYear "2011" @default.
- W2099846492 type Work @default.
- W2099846492 sameAs 2099846492 @default.
- W2099846492 citedByCount "6" @default.
- W2099846492 countsByYear W20998464922012 @default.
- W2099846492 countsByYear W20998464922013 @default.
- W2099846492 countsByYear W20998464922022 @default.
- W2099846492 crossrefType "proceedings-article" @default.
- W2099846492 hasAuthorship W2099846492A5045016749 @default.
- W2099846492 hasAuthorship W2099846492A5064161587 @default.
- W2099846492 hasAuthorship W2099846492A5076451998 @default.
- W2099846492 hasConcept C103742991 @default.
- W2099846492 hasConcept C111919701 @default.
- W2099846492 hasConcept C112972136 @default.
- W2099846492 hasConcept C11413529 @default.
- W2099846492 hasConcept C119857082 @default.
- W2099846492 hasConcept C120665830 @default.
- W2099846492 hasConcept C121332964 @default.
- W2099846492 hasConcept C126255220 @default.
- W2099846492 hasConcept C127413603 @default.
- W2099846492 hasConcept C133731056 @default.
- W2099846492 hasConcept C137635306 @default.
- W2099846492 hasConcept C154945302 @default.
- W2099846492 hasConcept C192209626 @default.
- W2099846492 hasConcept C195975749 @default.
- W2099846492 hasConcept C203479927 @default.
- W2099846492 hasConcept C2775924081 @default.
- W2099846492 hasConcept C2780799671 @default.
- W2099846492 hasConcept C33923547 @default.
- W2099846492 hasConcept C41008148 @default.
- W2099846492 hasConcept C45374587 @default.
- W2099846492 hasConcept C47446073 @default.
- W2099846492 hasConcept C58166 @default.
- W2099846492 hasConcept C6557445 @default.
- W2099846492 hasConcept C78519656 @default.
- W2099846492 hasConcept C86803240 @default.
- W2099846492 hasConcept C8880873 @default.
- W2099846492 hasConceptScore W2099846492C103742991 @default.
- W2099846492 hasConceptScore W2099846492C111919701 @default.
- W2099846492 hasConceptScore W2099846492C112972136 @default.
- W2099846492 hasConceptScore W2099846492C11413529 @default.
- W2099846492 hasConceptScore W2099846492C119857082 @default.
- W2099846492 hasConceptScore W2099846492C120665830 @default.
- W2099846492 hasConceptScore W2099846492C121332964 @default.
- W2099846492 hasConceptScore W2099846492C126255220 @default.
- W2099846492 hasConceptScore W2099846492C127413603 @default.
- W2099846492 hasConceptScore W2099846492C133731056 @default.
- W2099846492 hasConceptScore W2099846492C137635306 @default.
- W2099846492 hasConceptScore W2099846492C154945302 @default.
- W2099846492 hasConceptScore W2099846492C192209626 @default.
- W2099846492 hasConceptScore W2099846492C195975749 @default.
- W2099846492 hasConceptScore W2099846492C203479927 @default.
- W2099846492 hasConceptScore W2099846492C2775924081 @default.
- W2099846492 hasConceptScore W2099846492C2780799671 @default.
- W2099846492 hasConceptScore W2099846492C33923547 @default.
- W2099846492 hasConceptScore W2099846492C41008148 @default.
- W2099846492 hasConceptScore W2099846492C45374587 @default.
- W2099846492 hasConceptScore W2099846492C47446073 @default.
- W2099846492 hasConceptScore W2099846492C58166 @default.
- W2099846492 hasConceptScore W2099846492C6557445 @default.
- W2099846492 hasConceptScore W2099846492C78519656 @default.
- W2099846492 hasConceptScore W2099846492C86803240 @default.
- W2099846492 hasConceptScore W2099846492C8880873 @default.
- W2099846492 hasLocation W20998464921 @default.
- W2099846492 hasOpenAccess W2099846492 @default.
- W2099846492 hasPrimaryLocation W20998464921 @default.
- W2099846492 hasRelatedWork W1582281956 @default.
- W2099846492 hasRelatedWork W180786879 @default.
- W2099846492 hasRelatedWork W1911260978 @default.
- W2099846492 hasRelatedWork W1979957388 @default.
- W2099846492 hasRelatedWork W2148972018 @default.
- W2099846492 hasRelatedWork W2359733788 @default.
- W2099846492 hasRelatedWork W2477080678 @default.
- W2099846492 hasRelatedWork W2615329200 @default.
- W2099846492 hasRelatedWork W779287551 @default.
- W2099846492 hasRelatedWork W3127822592 @default.
- W2099846492 isParatext "false" @default.
- W2099846492 isRetracted "false" @default.
- W2099846492 magId "2099846492" @default.
- W2099846492 workType "article" @default.