FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2978927223> ?p ?o ?g. }

• W2978927223 abstract "This paper proposes a learning guided parameter setting method for constrained multi-objective optimization. To be more specific, the proposed method can generate penalty factors adaptively, which is inspired by the learning rate setting from deep learning. The suggested penalty function employs an exponential decay model by integrating constraint violation values, objectives values, the current generation counter and the maximum number of generations. Furthermore, the proposed self-adaptive penalty method is embedded in the push and pull search framework (PPS-SA) to deal with constrained multi-objective optimization problems (CMOPs). In PPS-SA, the search process is divided into two different stages — push and pull search stages. In the push stage, a CMOP is optimized without considering any constraints. In the pull stage, the CMOP is optimized with a self-adaptive penalty constraint-handling method. To evaluate the performance regarding convergence and diversity, two commonly used metrics, including IGD and HV, are used to test the proposed PPS-SA and other four state-of-the-art CMOEAs, including PPS-MOEA/D, MOEA/D-IEpsilon, MOEA/D-Epsilon and MOEA/D-CDP. The experimental results indicate that the proposed PPS-SA outperforms the other four algorithms in most of the test cases, which demonstrates the superiority of the proposed PPS-SA." @default.
• W2978927223 created "2019-10-10" @default.
• W2978927223 creator A5012873810 @default.
• W2978927223 creator A5041466828 @default.
• W2978927223 creator A5043499959 @default.
• W2978927223 creator A5045289474 @default.
• W2978927223 creator A5046719433 @default.
• W2978927223 creator A5050027236 @default.
• W2978927223 creator A5065936826 @default.
• W2978927223 creator A5067530442 @default.
• W2978927223 creator A5067994324 @default.
• W2978927223 creator A5069268245 @default.
• W2978927223 creator A5078369162 @default.
• W2978927223 creator A5089246523 @default.
• W2978927223 date "2019-07-01" @default.
• W2978927223 modified "2023-10-06" @default.
• W2978927223 title "A Learning Guided Parameter Setting for Constrained Multi-Objective Optimization" @default.
• W2978927223 cites W1558919105 @default.
• W2978927223 cites W1567738939 @default.
• W2978927223 cites W1979126188 @default.
• W2978927223 cites W1988333446 @default.
• W2978927223 cites W2015512846 @default.
• W2978927223 cites W2169830263 @default.
• W2978927223 cites W2588878409 @default.
• W2978927223 cites W2725414453 @default.
• W2978927223 doi "https://doi.org/10.1109/iciai.2019.8850786" @default.
• W2978927223 hasPublicationYear "2019" @default.
• W2978927223 type Work @default.
• W2978927223 sameAs 2978927223 @default.
• W2978927223 citedByCount "5" @default.
• W2978927223 countsByYear W29789272232020 @default.
• W2978927223 countsByYear W29789272232022 @default.
• W2978927223 countsByYear W29789272232023 @default.
• W2978927223 crossrefType "proceedings-article" @default.
• W2978927223 hasAuthorship W2978927223A5012873810 @default.
• W2978927223 hasAuthorship W2978927223A5041466828 @default.
• W2978927223 hasAuthorship W2978927223A5043499959 @default.
• W2978927223 hasAuthorship W2978927223A5045289474 @default.
• W2978927223 hasAuthorship W2978927223A5046719433 @default.
• W2978927223 hasAuthorship W2978927223A5050027236 @default.
• W2978927223 hasAuthorship W2978927223A5065936826 @default.
• W2978927223 hasAuthorship W2978927223A5067530442 @default.
• W2978927223 hasAuthorship W2978927223A5067994324 @default.
• W2978927223 hasAuthorship W2978927223A5069268245 @default.
• W2978927223 hasAuthorship W2978927223A5078369162 @default.
• W2978927223 hasAuthorship W2978927223A5089246523 @default.
• W2978927223 hasConcept C111919701 @default.
• W2978927223 hasConcept C126255220 @default.
• W2978927223 hasConcept C137836250 @default.
• W2978927223 hasConcept C154945302 @default.
• W2978927223 hasConcept C162324750 @default.
• W2978927223 hasConcept C2524010 @default.
• W2978927223 hasConcept C2776036281 @default.
• W2978927223 hasConcept C2777303404 @default.
• W2978927223 hasConcept C33923547 @default.
• W2978927223 hasConcept C41008148 @default.
• W2978927223 hasConcept C50522688 @default.
• W2978927223 hasConcept C55660270 @default.
• W2978927223 hasConcept C6180225 @default.
• W2978927223 hasConcept C98045186 @default.
• W2978927223 hasConceptScore W2978927223C111919701 @default.
• W2978927223 hasConceptScore W2978927223C126255220 @default.
• W2978927223 hasConceptScore W2978927223C137836250 @default.
• W2978927223 hasConceptScore W2978927223C154945302 @default.
• W2978927223 hasConceptScore W2978927223C162324750 @default.
• W2978927223 hasConceptScore W2978927223C2524010 @default.
• W2978927223 hasConceptScore W2978927223C2776036281 @default.
• W2978927223 hasConceptScore W2978927223C2777303404 @default.
• W2978927223 hasConceptScore W2978927223C33923547 @default.
• W2978927223 hasConceptScore W2978927223C41008148 @default.
• W2978927223 hasConceptScore W2978927223C50522688 @default.
• W2978927223 hasConceptScore W2978927223C55660270 @default.
• W2978927223 hasConceptScore W2978927223C6180225 @default.
• W2978927223 hasConceptScore W2978927223C98045186 @default.
• W2978927223 hasLocation W29789272231 @default.
• W2978927223 hasOpenAccess W2978927223 @default.
• W2978927223 hasPrimaryLocation W29789272231 @default.
• W2978927223 hasRelatedWork W187711583 @default.
• W2978927223 hasRelatedWork W1886555539 @default.
• W2978927223 hasRelatedWork W1978960675 @default.
• W2978927223 hasRelatedWork W2077471743 @default.
• W2978927223 hasRelatedWork W2094650086 @default.
• W2978927223 hasRelatedWork W2108453570 @default.
• W2978927223 hasRelatedWork W2181603748 @default.
• W2978927223 hasRelatedWork W2383248137 @default.
• W2978927223 hasRelatedWork W2390797779 @default.
• W2978927223 hasRelatedWork W2549919612 @default.
• W2978927223 hasRelatedWork W2619137665 @default.
• W2978927223 hasRelatedWork W2790441927 @default.
• W2978927223 hasRelatedWork W2797291665 @default.
• W2978927223 hasRelatedWork W2898865413 @default.
• W2978927223 hasRelatedWork W3027709957 @default.
• W2978927223 hasRelatedWork W3047505199 @default.
• W2978927223 hasRelatedWork W3048127411 @default.
• W2978927223 hasRelatedWork W3154623308 @default.
• W2978927223 hasRelatedWork W3184897146 @default.
• W2978927223 hasRelatedWork W751271217 @default.
• W2978927223 isParatext "false" @default.
• W2978927223 isRetracted "false" @default.
• W2978927223 magId "2978927223" @default.

• next