20.500.12556/DKUM-66229 Towards the novel reasoning among particles in PSO by the use of RDF and SPARQL The significant development of the Internet has posed some new challenges and many new programming tools have been developed to address such challenges. Today, semantic web is a modern paradigm for representing and accessing knowledge data on the Internet. This paper tries to use the semantic tools such as resource definition framework (RDF) and RDF query language (SPARQL) for the optimization purpose. These tools are combined with particle swarm optimization (PSO) and the selection of the best solutions depends on its fitness. Instead of the local best solution, a neighborhood of solutions for each particle can be defined and used for the calculation of the new position, based on the key ideas from semantic web domain. The preliminary results by optimizing ten benchmark functions showed the promising results and thus this method should be investigated further. resource definition framework SPARQL best solutions RDF PSO opis vira RDF SPARQL najboljše rešitve optimizacija z rojem delcev PSO true false true Angleški jezik Slovenski jezik Znanstveno delo 2017-06-15 11:38:48 2017-06-15 11:39:32 2022-07-10 03:07:01 2021-05-15 03:36:31 2014 0 0 str. 1-10 Letn. 2014 Published 27 March 2014 0000-00-00 Zaloznikova Objavljeno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 1537-744X 004.4 2607642 17727254 10.1155/2014/121782 1537-744X URN:SI:UM:DK:MQF240ZJ The_Scientific_World_Journal_2014_Fister_et_al._Towards_the_Novel_Reasoning_among_Particles_in_PSO_by_the_Use_of_RDF_and_SPARQL.pdf The_Scientific_World_Journal_2014_Fister_et_al._Towards_the_Novel_Reasoning_among_Particles_in_PSO_by_the_Use_of_RDF_and_SPARQL.pdf 1 CF5CDAD1F4CA967D9779DE867526B33D b958103250963a9ce902870e55bcc5d63bdc635b78e73823e3cf45ea04232e7e 403bca2a-7c0e-11eb-bb7a-00155d0001ca https://dk.um.si/Dokument.php?lang=slv&id=112604 http://www.hindawi.com/journals/tswj/2014/121782/ 1 https://dk.um.si/Dokument.php?lang=slv&id=112603 Fakulteta za elektrotehniko, računalništvo in informatiko 0 0 0