Matches in SemOpenAlex for { <https://semopenalex.org/work/W2085829776> ?p ?o ?g. }
- W2085829776 endingPage "110" @default.
- W2085829776 startingPage "91" @default.
- W2085829776 abstract "In the canonical particle swarm optimization (PSO), each particle updates its velocity and position by taking its historical best experience and its neighbors׳ best experience as exemplars and adding them together. Its performance is largely dependent on the employed exemplars. However, this learning strategy in the canonical PSO is inefficient when complex problems are being optimized. In this paper, Multiple Strategies based Orthogonal Design PSO (MSODPSO) is presented, in which the social-only model or the cognition-only model is utilized in each particle׳s velocity update, and an orthogonal design (OD) method is used with a small probability to construct a new exemplar in each iteration. In order to enhance the efficiency of OD method and obtain more efficient exemplar, four auxiliary vector generating strategies are designed. In addition, a global best mutation operator including non-uniform mutation and Gaussian mutation is employed to improve its global search ability. The MSODPSO can be applied to PSO with the global or local structure, yielding MSODPSO-G and MSODPSO-L algorithms, respectively. To verify the effectiveness of the proposed algorithms, a set of 24 benchmark functions in 30 and 100 dimensions are utilized in experimental studies. The proposed algorithm is also tested on a real-world economic load dispatch (ELD) problem, which is modelled as a non-convex minimization problem with constraints. The experimental results on the benchmark functions and ELD problems demonstrate that the proposed MSODPSO-G and MSODPSO-L can offer high-quality solutions." @default.
- W2085829776 created "2016-06-24" @default.
- W2085829776 creator A5000919145 @default.
- W2085829776 creator A5024454462 @default.
- W2085829776 creator A5038531414 @default.
- W2085829776 creator A5040082411 @default.
- W2085829776 creator A5043271631 @default.
- W2085829776 date "2015-08-01" @default.
- W2085829776 modified "2023-10-16" @default.
- W2085829776 title "Multiple strategies based orthogonal design particle swarm optimizer for numerical optimization" @default.
- W2085829776 cites W1970311014 @default.
- W2085829776 cites W1986834168 @default.
- W2085829776 cites W1991634174 @default.
- W2085829776 cites W1998391576 @default.
- W2085829776 cites W2000538148 @default.
- W2085829776 cites W2001658805 @default.
- W2085829776 cites W2002469548 @default.
- W2085829776 cites W2008030337 @default.
- W2085829776 cites W2016574294 @default.
- W2085829776 cites W2020009149 @default.
- W2085829776 cites W2033570351 @default.
- W2085829776 cites W2038636021 @default.
- W2085829776 cites W2039847237 @default.
- W2085829776 cites W2041788071 @default.
- W2085829776 cites W2049450500 @default.
- W2085829776 cites W2050991017 @default.
- W2085829776 cites W2054589207 @default.
- W2085829776 cites W2059566833 @default.
- W2085829776 cites W2059836574 @default.
- W2085829776 cites W2060179935 @default.
- W2085829776 cites W2061553522 @default.
- W2085829776 cites W2077142028 @default.
- W2085829776 cites W2077145785 @default.
- W2085829776 cites W2082244636 @default.
- W2085829776 cites W2096166399 @default.
- W2085829776 cites W2099118326 @default.
- W2085829776 cites W2108388069 @default.
- W2085829776 cites W2109116383 @default.
- W2085829776 cites W2109364787 @default.
- W2085829776 cites W2109732163 @default.
- W2085829776 cites W2112592051 @default.
- W2085829776 cites W2112942103 @default.
- W2085829776 cites W2118840131 @default.
- W2085829776 cites W2123066915 @default.
- W2085829776 cites W2123682012 @default.
- W2085829776 cites W2131613989 @default.
- W2085829776 cites W2131680865 @default.
- W2085829776 cites W2139339670 @default.
- W2085829776 cites W2139386984 @default.
- W2085829776 cites W2143482492 @default.
- W2085829776 cites W2149156031 @default.
- W2085829776 cites W2149591362 @default.
- W2085829776 cites W2149848331 @default.
- W2085829776 cites W2152195021 @default.
- W2085829776 cites W2156446695 @default.
- W2085829776 cites W2165466912 @default.
- W2085829776 cites W2165655609 @default.
- W2085829776 cites W2166135752 @default.
- W2085829776 cites W2166220592 @default.
- W2085829776 cites W2168819089 @default.
- W2085829776 cites W4237344571 @default.
- W2085829776 doi "https://doi.org/10.1016/j.cor.2015.02.008" @default.
- W2085829776 hasPublicationYear "2015" @default.
- W2085829776 type Work @default.
- W2085829776 sameAs 2085829776 @default.
- W2085829776 citedByCount "45" @default.
- W2085829776 countsByYear W20858297762015 @default.
- W2085829776 countsByYear W20858297762016 @default.
- W2085829776 countsByYear W20858297762017 @default.
- W2085829776 countsByYear W20858297762018 @default.
- W2085829776 countsByYear W20858297762019 @default.
- W2085829776 countsByYear W20858297762020 @default.
- W2085829776 countsByYear W20858297762021 @default.
- W2085829776 countsByYear W20858297762022 @default.
- W2085829776 countsByYear W20858297762023 @default.
- W2085829776 crossrefType "journal-article" @default.
- W2085829776 hasAuthorship W2085829776A5000919145 @default.
- W2085829776 hasAuthorship W2085829776A5024454462 @default.
- W2085829776 hasAuthorship W2085829776A5038531414 @default.
- W2085829776 hasAuthorship W2085829776A5040082411 @default.
- W2085829776 hasAuthorship W2085829776A5043271631 @default.
- W2085829776 hasConcept C10138342 @default.
- W2085829776 hasConcept C104317684 @default.
- W2085829776 hasConcept C11413529 @default.
- W2085829776 hasConcept C126255220 @default.
- W2085829776 hasConcept C13280743 @default.
- W2085829776 hasConcept C158448853 @default.
- W2085829776 hasConcept C162324750 @default.
- W2085829776 hasConcept C17020691 @default.
- W2085829776 hasConcept C177264268 @default.
- W2085829776 hasConcept C185592680 @default.
- W2085829776 hasConcept C185798385 @default.
- W2085829776 hasConcept C198082294 @default.
- W2085829776 hasConcept C199360897 @default.
- W2085829776 hasConcept C205649164 @default.
- W2085829776 hasConcept C33923547 @default.
- W2085829776 hasConcept C41008148 @default.
- W2085829776 hasConcept C501734568 @default.