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Towards the Novel Reasoning among Particles in PSO by the Use of RDF and SPARQL
Joint Authors
Yang, X.
Fister, Iztok
Ljubič, Karin
Fister, Dušan
Brest, Janez
Fister, Iztok
Source
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-03-27
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
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.
American Psychological Association (APA)
Fister, Iztok& Yang, X.& Ljubič, Karin& Fister, Dušan& Brest, Janez& Fister, Iztok. 2014. Towards the Novel Reasoning among Particles in PSO by the Use of RDF and SPARQL. The Scientific World Journal،Vol. 2014, no. 2014, pp.1-10.
https://search.emarefa.net/detail/BIM-1048362
Modern Language Association (MLA)
Fister, Iztok…[et al.]. Towards the Novel Reasoning among Particles in PSO by the Use of RDF and SPARQL. The Scientific World Journal No. 2014 (2014), pp.1-10.
https://search.emarefa.net/detail/BIM-1048362
American Medical Association (AMA)
Fister, Iztok& Yang, X.& Ljubič, Karin& Fister, Dušan& Brest, Janez& Fister, Iztok. Towards the Novel Reasoning among Particles in PSO by the Use of RDF and SPARQL. The Scientific World Journal. 2014. Vol. 2014, no. 2014, pp.1-10.
https://search.emarefa.net/detail/BIM-1048362
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1048362