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Levy Flights and Global Optimization
Blekinge Institute of Technology, School of Computing.
Blekinge Institute of Technology, School of Computing.
2013 (English)In: Swarm Intelligence and Bio-Inspired Computation: Theory and Applications / [ed] Yang, Xin-She; Cui, Zhihua; Xiao, Renbin; Gandomi, Amir Hossein; Karamanoglu, Mehmet, London: Elsevier , 2013, 49-72 p.Chapter in book (Refereed)
Abstract [en]

A review of metaheuristic algorithms (MAs) is presented. Levy flights (LFs) in the context of global optimization, the Levy distribution, a method to generate random numbers within this distribution are discussed. Subsequently, diversification and intensification in global optimization based on LFs are discussed. Then, MAs using LFs as a search mechanism to solve global optimization problems are presented along with highlighting the differences and similarities of different MAs.

Place, publisher, year, edition, pages
London: Elsevier , 2013. 49-72 p.
Keyword [en]
Global optimization, Metaheuristic algorithms, Levy flights
National Category
Mathematics Telecommunications Computer Science
Identifiers
URN: urn:nbn:se:bth-6985ISI: 000324144900004ISBN: 978-0-12-405163-8 (print)OAI: oai:DiVA.org:bth-6985DiVA: diva2:834548
Available from: 2013-05-22 Created: 2013-05-21 Last updated: 2016-06-21Bibliographically approved

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