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A Novel Memetic Algorithm Incorporating Nelder-Mead Method in Fuzzy Controller Design
Mälardalen University, School of Innovation, Design and Engineering. (IS)ORCID iD: 0000-0001-9857-4317
Mälardalen University, School of Innovation, Design and Engineering. (IS)ORCID iD: 0000-0002-5274-7339
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2012 (English)In: IEEE International Conference on Computational Intelligence and Software Engineering (CiSE 2012), 2012, p. 55-59Conference paper, Published paper (Refereed)
Abstract [en]

Nelder-Mead method is a powerful mathematical technique for multidimensional unconstrained optimization. The other merit of the Nelder-Mead method is that it does not require any derivative information, which makes it suitable for exploitation in non-smooth regions. This paper proposes a new memetic algorithm incorporating Nelder-Mead method for local search. Nelder-Mead method coupling with GA will lead to utilization of more information derived from mathematical principle in the search process, thereby increasing the efficiency of search. The effectiveness of the proposed algorithm has been demonstrated in a case study of optimization of a fuzzy control system.

Place, publisher, year, edition, pages
2012. p. 55-59
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:mdh:diva-17386ISBN: 978-1-61896-036-8 (print)OAI: oai:DiVA.org:mdh-17386DiVA, id: diva2:579717
Conference
2012 International Conference on Computational Intelligence and Software Engineering (CiSE 2012),Wuhan,China, December 14-16, 2012
Available from: 2012-12-20 Created: 2012-12-20 Last updated: 2013-12-03Bibliographically approved

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Xiong, NingIsovic, Damir

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Citation style
  • apa
  • ieee
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  • Other style
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Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
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