Matches in SemOpenAlex for { <https://semopenalex.org/work/W6820108> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W6820108 abstract "In many real word problems, optimization problems are non-stationary and dynamic. Optimization of these dynamic optimization problems requires the optimization algorithms to be able to find and track the changing optimum efficiently over time. In this paper, for the first time, a multi-swarm teaching-learning-based optimization algorithm MTLBO is proposed for optimization in dynamic environment. In this method, all learners are divided up into several subswarms so as to track multiple peaks in the fitness landscape. Each learner is learning from the teacher and the mean of his or her corresponding subswarm instead of the teacher and the mean of the class in teaching phase, and then learners learn from interaction between themselves in their corresponding subswarm in learning phase. Moreover, all subswarms are regrouped periodically so that the information exchange is made with all the learners in the class to achieve proper exploration ability. The proposed MTLBO algorithm is evaluated on moving peaks benchmark problem in dynamic environments. The experimental results show the proper accuracy and convergence rate for the proposed approach in comparison with other well-known approaches." @default.
- W6820108 created "2016-06-24" @default.
- W6820108 creator A5015125021 @default.
- W6820108 creator A5029410135 @default.
- W6820108 creator A5050956511 @default.
- W6820108 creator A5066846139 @default.
- W6820108 creator A5073391035 @default.
- W6820108 date "2013-01-01" @default.
- W6820108 modified "2023-09-25" @default.
- W6820108 title "Teaching-Learning-Based Optimization Algorithm in Dynamic Environments" @default.
- W6820108 cites W1525571758 @default.
- W6820108 cites W1531512179 @default.
- W6820108 cites W1979565259 @default.
- W6820108 cites W1983833629 @default.
- W6820108 cites W1998151312 @default.
- W6820108 cites W1999284878 @default.
- W6820108 cites W2001422417 @default.
- W6820108 cites W2009363335 @default.
- W6820108 cites W2021490042 @default.
- W6820108 cites W2026267944 @default.
- W6820108 cites W2053074949 @default.
- W6820108 cites W2054984152 @default.
- W6820108 cites W2073246188 @default.
- W6820108 cites W2133914327 @default.
- W6820108 cites W2143503407 @default.
- W6820108 cites W2150259190 @default.
- W6820108 cites W2156106639 @default.
- W6820108 cites W42153017 @default.
- W6820108 doi "https://doi.org/10.1007/978-3-319-03753-0_35" @default.
- W6820108 hasPublicationYear "2013" @default.
- W6820108 type Work @default.
- W6820108 sameAs 6820108 @default.
- W6820108 citedByCount "1" @default.
- W6820108 countsByYear W68201082018 @default.
- W6820108 crossrefType "book-chapter" @default.
- W6820108 hasAuthorship W6820108A5015125021 @default.
- W6820108 hasAuthorship W6820108A5029410135 @default.
- W6820108 hasAuthorship W6820108A5050956511 @default.
- W6820108 hasAuthorship W6820108A5066846139 @default.
- W6820108 hasAuthorship W6820108A5073391035 @default.
- W6820108 hasConcept C11413529 @default.
- W6820108 hasConcept C119857082 @default.
- W6820108 hasConcept C126255220 @default.
- W6820108 hasConcept C13280743 @default.
- W6820108 hasConcept C137836250 @default.
- W6820108 hasConcept C154945302 @default.
- W6820108 hasConcept C162324750 @default.
- W6820108 hasConcept C185798385 @default.
- W6820108 hasConcept C205649164 @default.
- W6820108 hasConcept C2777212361 @default.
- W6820108 hasConcept C2777303404 @default.
- W6820108 hasConcept C2987595161 @default.
- W6820108 hasConcept C33923547 @default.
- W6820108 hasConcept C41008148 @default.
- W6820108 hasConcept C50522688 @default.
- W6820108 hasConceptScore W6820108C11413529 @default.
- W6820108 hasConceptScore W6820108C119857082 @default.
- W6820108 hasConceptScore W6820108C126255220 @default.
- W6820108 hasConceptScore W6820108C13280743 @default.
- W6820108 hasConceptScore W6820108C137836250 @default.
- W6820108 hasConceptScore W6820108C154945302 @default.
- W6820108 hasConceptScore W6820108C162324750 @default.
- W6820108 hasConceptScore W6820108C185798385 @default.
- W6820108 hasConceptScore W6820108C205649164 @default.
- W6820108 hasConceptScore W6820108C2777212361 @default.
- W6820108 hasConceptScore W6820108C2777303404 @default.
- W6820108 hasConceptScore W6820108C2987595161 @default.
- W6820108 hasConceptScore W6820108C33923547 @default.
- W6820108 hasConceptScore W6820108C41008148 @default.
- W6820108 hasConceptScore W6820108C50522688 @default.
- W6820108 hasLocation W68201081 @default.
- W6820108 hasOpenAccess W6820108 @default.
- W6820108 hasPrimaryLocation W68201081 @default.
- W6820108 hasRelatedWork W1519759709 @default.
- W6820108 hasRelatedWork W1543347111 @default.
- W6820108 hasRelatedWork W1584706689 @default.
- W6820108 hasRelatedWork W1972329309 @default.
- W6820108 hasRelatedWork W2041016886 @default.
- W6820108 hasRelatedWork W2067959852 @default.
- W6820108 hasRelatedWork W2090037440 @default.
- W6820108 hasRelatedWork W2143525780 @default.
- W6820108 hasRelatedWork W2148193043 @default.
- W6820108 hasRelatedWork W2253599057 @default.
- W6820108 hasRelatedWork W2349280280 @default.
- W6820108 hasRelatedWork W2363125734 @default.
- W6820108 hasRelatedWork W2374126134 @default.
- W6820108 hasRelatedWork W2502083862 @default.
- W6820108 hasRelatedWork W2556890297 @default.
- W6820108 hasRelatedWork W2754045323 @default.
- W6820108 hasRelatedWork W2946688766 @default.
- W6820108 hasRelatedWork W2958502285 @default.
- W6820108 hasRelatedWork W3093818487 @default.
- W6820108 hasRelatedWork W932216458 @default.
- W6820108 isParatext "false" @default.
- W6820108 isRetracted "false" @default.
- W6820108 magId "6820108" @default.
- W6820108 workType "book-chapter" @default.