Residential College | false |
Status | 已發表Published |
Applying a Chaos-Based Firefly Algorithm to the Permutation Flow Shop Scheduling Problem | |
Hui-long Lo2; Simon Fong2; Yan Zhuang2; Xi Wang2; Thomas Hanne1 | |
2016-01-18 | |
Conference Name | 2015 3rd International Symposium on Computational and Business Intelligence (ISCBI) |
Source Publication | Proceedings - 2015 3rd International Symposium on Computational and Business Intelligence, ISCBI 2015 |
Pages | 51-57 |
Conference Date | 7-9 Dec. 2015 |
Conference Place | Bali, Indonesia |
Publisher | IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA |
Abstract | The Permutation Flow Shop scheduling Problem (PFSP) is a typical combinatorial optimization problem. In order to improve the efficacy in solving the PFSP, we applied a discrete mechanism to convert the real value of individuals into discrete job sequences at first. In particular, a Chaos-based Firefly Algorithm (CFA) is used to optimize the initial population, which provided a superior initial environment and improved the quality of optimization. In addition, the proposed method is tested by seven famous classic benchmark worksheets and compared with Particle Swarm Optimization (PSO) and a Genetic Algorithm (GA). At last, the simulation results show that the proposed CFA outperforms the others. |
Keyword | Bio-inspired Optimization Algorithms Permutation Flow Shop Scheduling Problem Pfsp Chaos-based Firefly Algorithm Pso Ga |
DOI | 10.1109/ISCBI.2015.16 |
URL | View the original |
Indexed By | CPCI-S |
Language | 英語English |
WOS Research Area | Computer Science |
WOS Subject | Computer Science, Artificial Intelligence ; Computer Science, Interdisciplinary Applications ; Computer Science, Theory & Methods |
WOS ID | WOS:000374594000009 |
Scopus ID | 2-s2.0-84964812413 |
Fulltext Access | |
Citation statistics | |
Document Type | Conference paper |
Collection | DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE |
Affiliation | 1.Institute for Information Systems University of Applied Sciences and Arts Northwestern, Switzerland, Olten, Switzerland 2.Department of Computer and Information Science, University of Macau, Macau SAR, China |
First Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Hui-long Lo,Simon Fong,Yan Zhuang,et al. Applying a Chaos-Based Firefly Algorithm to the Permutation Flow Shop Scheduling Problem[C]:IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2016, 51-57. |
APA | Hui-long Lo., Simon Fong., Yan Zhuang., Xi Wang., & Thomas Hanne (2016). Applying a Chaos-Based Firefly Algorithm to the Permutation Flow Shop Scheduling Problem. Proceedings - 2015 3rd International Symposium on Computational and Business Intelligence, ISCBI 2015, 51-57. |
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