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Solving the Permutation Flow Shop Problem with Firefly Algorithm
Simon Fong2; Hui-long Lou2; Yan Zhuang2; Suash Deb1; Thomas Hanne3
2014
Conference Name2014 2nd International Symposium on Computational and Business Intelligence
Source PublicationProceedings - 2014 2nd International Symposium on Computational and Business Intelligence, ISCBI 2014
Pages25-29
Conference Date7-8 Dec. 2014
Conference PlaceNew Delhi, India
PublisherIEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA
Abstract

Firefly algorithm (FA) is a new member of bionic swarm intelligence optimization algorithms. In this paper the bionic principle of FA is investigated and extended to solving a well-known NP-hard problem: Permutation Flow-Shop Scheduling Problem (PFSP). A corresponding solution strategy for PFSP bound is designed with its scheduling features. The strategy is implemented in experimentation on MATLAB workspace. At the end of the simulation, the experiment results verified that the effectiveness and feasibility offered by FA in solving the combinatorial PFSP optimization problems.

KeywordFirefly Algorithm Np-hard Pfsp Simulation
DOI10.1109/ISCBI.2014.13
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaComputer Science
WOS SubjectComputer Science, Information Systems ; Computer Science, Interdisciplinary Applications
WOS IDWOS:000393510400006
Scopus ID2-s2.0-84988220870
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Document TypeConference paper
CollectionDEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Corresponding AuthorSimon Fong
Affiliation1.Department of Computer and Information Science, University of Macau, Macau SAR
2.Department of Computer Science and Engineering Cambridge Institute of Technology, Ranchi, India
3.Institute for Information Systems University of Applied Sciences Northwestern Switzerland Olten, Switzerland
Recommended Citation
GB/T 7714
Simon Fong,Hui-long Lou,Yan Zhuang,et al. Solving the Permutation Flow Shop Problem with Firefly Algorithm[C]:IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2014, 25-29.
APA Simon Fong., Hui-long Lou., Yan Zhuang., Suash Deb., & Thomas Hanne (2014). Solving the Permutation Flow Shop Problem with Firefly Algorithm. Proceedings - 2014 2nd International Symposium on Computational and Business Intelligence, ISCBI 2014, 25-29.
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