Cloud manufacturing service composition based on QoS with geo-perspective transportation using an improved Artificial Bee Colony optimisation algorithm

International Journal of Production Research

Volumn 53, Issue 14, 2015, Pages 4380-4404

  Lartigau, Jorick ^a   Xu, Xiaofei ^a   Nie, Lanshun ^a   Zhan, Dechen ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

ABC (Artificial Bee Colony); Cloud Manufacturing (CMfg); cloud service composition; Quality of Service (QoS); transportation evaluation

Indexed keywords

COMPUTER AIDED MANUFACTURING; OPTIMIZATION; QUALITY CONTROL; TELECOMMUNICATION SERVICES; VIRTUAL CORPORATION;

ARTIFICIAL BEE COLONIES; ARTIFICIAL BEE COLONY ALGORITHMS (ABC); CLOUD MANUFACTURING (CMFG); CLOUD SERVICE COMPOSITIONS; CLOUD SERVICE SELECTIONS; MANUFACTURING RESOURCE; QUALITY OF SERVICE PARAMETERS; RESOURCES AND CAPABILITIES;

QUALITY OF SERVICE;

EID: 84929958666     PISSN: 00207543     EISSN: 1366588X     Source Type: Journal    
DOI: 10.1080/00207543.2015.1005765     Document Type: Article

References (34)

1. Aguiar, M., R. Barreto, R. Caldas, J. Edgar, and C. Filho. 2008. "Modeling and Analysis of Flexible Manufacture Systems through Hierarchical and Colored Petri Nets." Industrial Technology, Chengdu, 1-6.
2. Akay, B., and D. Karaboga. 2009. "Parameter Tuning for the Artificial Bee Colony Algorithm." Computational Collective Intelligence. Semantic Web, Social Networks and Multi-agent Systems Lecture Notes in Computer Science 5796: 608-619.
3. Bai, L., and M. Liu. 2008. "A Fuzzy-set Based Semantic Similarity Matching Algorithm for Web Service." International Conference on Services Computing SCC'08 2: 529-532.
4. Bakhshi, M., F. Mardukhi, and N. Nematbakhsh. 2010. "A Fuzzy-based Approach for Selecting the Optimal Composition of Services according to User Preferences." Computer and Automation Engineering (ICCAE) 1: 129-135.
5. Cui, L., J. Li, and Y. Zheng. 2012. "A Dynamic Web Service Composition Method Based on Viterbi Algorithm." International Conference on Web Services ICWS12, Honolulu, HI, 267-271.
6. Fan, Y., D. Zhao, L. Zhang, S. Huang, and B. Liu. 2004. "Manufacturing Grid: Needs, Concept, and Architecture." Grid and Cooperative Computing Lecture Notes in Computer Science 3032: 653-656.
7. Gabrel, V., M. Manouvrier, I. Megdiche, and C. Murat. 2012. "A New 0-1 Linear Program for QoS and Transactional-aware Web Service Composition." Symposium on Computers and Communications ISCC12, Cappadocia, 845-850.
8. Guo, H., F. Tao, L. Zhang, Y. J. Laili, and D. K. Liu. 2012. "Research on Measurement Method of Resource Service Composition Flexibility in Service-oriented Manufacturing System." Computer Integrated Manufacturing 25 (2): 113-135.
9. Guo, Z. X., W. K. Wong, and C. Guo. 2014. "A Cloud-based Intelligent Decision-making for Order Tacking and Allocation in Apparel Manufacturing." Production Research 52 (4): 1100-1115.
10. Huang, B., C. Li, and F. Tao. 2014. "A Chaos Control Optimal Algorithm for QoS-based Service Composition Selection in Cloud Manufacturing System." Enterprise Information Systems 8 (4): 445-463.
11. Huang, S., S. Zeng, Y. Fan, and G. Q. Huang. 2010. "Optimal Service Selection and Composition for Service-oriented Manufacturing Network." International Journal of Computer Integrated Manufacturing 24 (5): 416-430.
12. Kang, G., J. Liu, M. Tang, and Y. Xu. 2012. "An Effective Dynamic Web Service Selection Strategy with Global QoS Based on Particle Swarm Optimisation Algorithm." Symposium on Parallel and Distributed Processing IPDPSW, Shanghai, 2280-2285.
13. Karaboga, D., and B. Akay. 2009. "A Comparative Study of Artificial Bee Colony Algorithm." Applied Mathematics and Computation 214 (1): 108-132.
14. Karaboga, D., and B. Akay. 2010. "A Modified Artificial Bee Colony (ABC) Algorithm for Constrained Optimisation Problems." Applied Soft Computing 11 (11): 3021-3031.
15. Karaboga, D., and B. Gorkemli. 2011. "A Combinatorial Artificial Bee Colony Algorithm for Traveling Salesman Problem." International Symposium on Innovations in Intelligeent Systems and Applications (INISTA), Istanbul, 108-132.
16. Li, C., Y. Sun, Y. Jia, and H. Li. 2008. "An Improved Ranking Approach to AHP Alternatives Based on Variable Weights." 7th World Congress on Intelligent Control and Automation, Chongqing, 8255-8260.
17. Li, B. H., L. Zhang, L. Ren, X. D. Chai, F. Tao, Y. Luo, Y. Z. Wang, C. Yin, G. Huang, and X. Zhao. 2011. "Further Discussion on Cloud Manufacturing." Computer Integrated Manufacturing Systems 17 (3): 449-457.
18. Monostori, L., J. Vánczal, and S. R. T. Kumara. 2006. "Agent-based Systems for Manufacturing." Annals of the CIRP 55: 697-720.
19. Neely, A. 2007. "The Servitization of Manufacturing: An Analysis of Global Trends." 14th European Operations Management Association, Ankara.
20. Ohnishi, S., T. Yamanoi, and H. Imai. 2011. "A Fuzzy Representation for Non-additive Weights of AHP." IEEE International Conference on Fuzzy Systems (FUZZ), Taipei, 672-675.
21. Raddats, C., and C. Kowalkowski. 2014. "A Reconceptualization of Manufacturers' Service Strategies." Journal of Business-to-business Marketing 21 (1): 19-34.
22. Rusinko, C. A. 2007. "Green Manufacturing: An Evaluation of Environmentally Sustainable Manufacturing Practices and Their Impact on Competitive Outcomes." Engineering Management 54 (3): 445-454.
23. Smirnov, A., L. Sheremetov, C. Sanchez, and N. Shilov. 2012. "Dynamic Configuration of Flexible Networks Based on Semantic Service Composition." Production Research 51 (7): 2160-2175.
24. Syu, Y., Y. Y. Fanjiang, J. Y. Kuo, and S. P. Ma. 2012. "A Genetic Algorithm with Prioritized Objective Functions for Service Composition." 26th International Conference on Advanced Information Networking and Applications Workshops (WAINA), Fukuoka, 932-937.
25. Tao, C., Z. Feng, and C. Xu. 2009. "Optimisation of Web Service Composition Using Factored Markov Decision Process." Second International Workshop on Computer Science and Engineering 1: 93-96.
26. Tao, F., Y. F. Hu, and Z. D. Zhou. 2008. "Study on Manufacturing Grid and Its Executing Platform." International Journal of Manufacturing Technology and Management 14: 35-51.
27. Tao, F., L. Zhang, V. C. Venkatesh, Y. Luo, and Y. Cheng. 2011. "Cloud Manufacturing: A Computing and Service Oriented Manufacturing Model." Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 225: 1969-1976.
28. Tao, F., D. Zhao, H. Yefa, and Z. Zhou. 2010. "Correlation-aware Resource Service Composition and Optimal-selection in Manufacturing Grid." European Journal of Operational Research 201 (1): 129-143.
29. Tao, F., D. Zhao, and L. Zhang. 2010. "Resource Service Optimal-selection Based on Intuitionistic Fuzzy Set and Non-functionality QoS in Manufacturing Grid System." Journal Knowledge and Information Systems Archive 25 (1): 185-208.
30. Tian, G. Y., G. Yin, and D. Taylor. 2002. "Internet-based Manufacturing: A Review and a New Infrastructure for Distributed Intelligent Manufacturing." Journal of Intelligent Manufacturing 13 (5): 323-338.
31. Wang, S., Z. Wang, and X. Xu. 2013. "An Artificial Bee Colony Algorithm Based Optimisation Method for Service Network Customization." International Conference on Service Science ICSS13, Shenzhen, 101-106.
32. Zhang, L., H. Guo, F. Tao, and Y. L. Luo. 2010. "Flexible Management of Resource Service Composition in Cloud Manufacturing." Industrial Engineering and Engineering Management (IEEM), Macao, 2278-2282.
33. Zhang, L., Y. Luo, F. Tao, B. H. Li, and L. Ren. 2012. "Cloud Manufacturing: A New Manufacturing Paradigm." Enterprise Information Systems 8 (2): 167-187.
34. Zhang, L., W. Yuan, and W. Wang. 2005. "Towards a Framework for Automatic Service Composition in Manufacturing Grid." Grid and Cooperative Computing - GCC 2005 Lecture Notes in Computer Science 3795: 238-243.