A fuzzy QoS-aware resource service selection considering design preference in cloud manufacturing system

International Journal of Advanced Manufacturing Technology

Volumn 84, Issue 1-4, 2016, Pages 371-379

  Zheng, Hao ^a   Feng, Yixiong ^a   Tan, Jianrong ^a  

^a ZHEJIANG UNIVERSITY   (China)

Author keywords

Cloud manufacturing; Particle swarm optimization algorithm; Quality of service; Service composition

Indexed keywords

ALGORITHMS; COMPUTATION THEORY; COMPUTER AIDED MANUFACTURING; DISTRIBUTED COMPUTER SYSTEMS; MANUFACTURE; OPTIMIZATION; PARTICLE SWARM OPTIMIZATION (PSO); TELECOMMUNICATION SERVICES;

CLOUD MANUFACTURING; CLOUD MANUFACTURING (CMFG); CUSTOMER REQUIREMENTS; EFFECTIVENESS AND EFFICIENCIES; OPTIMAL MANUFACTURING; PARTICLE SWARM OPTIMIZATION ALGORITHM; SERVICE COMPOSITIONS; SERVICE ORIENTED MANUFACTURING;

QUALITY OF SERVICE;

EID: 84957613987     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/s00170-016-8417-7     Document Type: Article

References (22)

1. Tao F, Zhang L, Venkatesh VC, Luo Y, Cheng Y (2011) Cloud manufacturing: a computing and service-oriented manufacturing model. Proc Inst Mech Eng B-J Eng Ma 225(10):1969–1976. doi:10.1177/0954405411405575
2. Tao F, Cheng Y, Da Xu L, Li BH (2014) CCIoT-CMfg: cloud computing and internet of things-based cloud manufacturing service system. IEEE Trans Industr Inform 10(2):1435–1442. doi:10.1109/TII.2014.2306383
3. Ye N (2002) Information infrastructure of engineering collaboration in a distributed virtual enterprise. Int J Comput Integr Manuf 15(3):265–273. doi:10.1080/09511920110059098
4. Tao F, Zhao D, Hu Y, Zhou ZD (2008) Resource service composition and its optimal-selection based on particle swarm optimization in manufacturing grid system. IEEE Trans Industr Inform 4(4):315–327. doi:10.1109/TII.2008.2009533
5. Li J, Tao F, Cheng Y, Zhao LJ (2015) Big Data in product lifecycle management. Int J Adv Manuf Technol 81:667–684. doi:10.1007/s00170-015-7151-x
6. Luo Y, Zhang L, Tao F, Lei R, Liu Y, Zhang Z (2013) A modeling and description method of multidimensional information for manufacturing capability in cloud manufacturing system. Int J Adv Manuf Technol 69(5-8):961–975. doi:10.1007/s00170-013-5076-9
7. Wang T, Guo S, Lee CG (2014) Manufacturing task semantic modeling and description in cloud manufacturing system. Int J Adv Manuf Technol 71(9-12):2017–2031. doi:10.1007/s00170-014-5607-z
8. Zhou ZD, Ai QS, Xie SQ, Liu Q, Hu P (2009) A MGrid-based information sharing system for distributed product information. Int J Comput Integr Manuf 22(8):758–773. doi:10.1080/09511920802616799
9. Shi ZB, Yu T, Liu LL (2004) Manufacturing grid and its resource configuration algorithm. Comput Eng 30(5):117–119
10. Wang P (2009) QoS-aware web services selection with intuitionistic fuzzy set under consumer’s vague perception. Expert Syst Appl 36(3):4460–4466. doi:10.1016/j.eswa.2008.05.007
11. Tran VX, Tsuji H, Masuda R (2009) A new QoS ontology and its QoS-based ranking algorithm for Web services. Simul Model Pract Theory 17(8):1378–1398. doi:10.1016/j.simpat.2009.06.010
12. Lin CF, Sheu RK, Chang YS, Yuan SM (2011) A relaxable service selection algorithm for QoS-based web service composition. Inform Software Technol 53(12):1370–1381. doi:10.1016/j.infsof.2011.06.010
13. Choi SW, Her JS, Kim SD (2007) QoS metrics for evaluating services from the perspective of service providers. E-Business engineering, ICEBE 2007. IEEE International Conference on. IEEE: 622-625. doi: 10.1109/ICEBE.2007.107
14. Zhang H, Hu Y (2011) A hybrid chaotic quantum evolutionary algorithm for resource combinatorial optimization in manufacturing grid system. Int J Adv Manuf Technol 52(5-8):821–831. doi:10.1007/s00170-010-2742-z
15. Tao F, Zhao DM, Hu YF, Zhou ZD (2010) Correlation-aware resource service composition and optimal-selection in manufacturing grid. Eur J of Oper Res 201(1):129–143. doi:10.1016/j.ejor.2009.02.025
16. Huang AFM, Lan CW, Yang SJH (2009) An optimal QoS-based Web service selection scheme. Inform Sci 179(19):3309–3322. doi:10.1016/j.ins.2009.05.018
17. Hatzi O, Vrakas D, Nikolaidou M, Bassiliades N, Anagnostopoulos D, Vlahavas L (2012) An integrated approach to automated semantic web service composition through planning. IEEE Trans Serv Comput 5(3):319–332. doi:10.1109/TSC.2011.20
18. Fu JZ (2013) An efficient resource-searching method in manufacturing grid. Int J Adv Manuf Technol 66(1-4):401–405. doi:10.1007/s00170-012-4334-6
19. Alrifai M, Risse T (2009) Combining global optimization with local selection for efficient QoS-aware service composition. Proceedings of the 18th international conference on World wide web. ACM: 881-890.
20. Rao J, Küngas P, Matskin M (2006) Composition of semantic web services using linear logic theorem proving. Information Syst 31(4):340–360. doi:10.1016/j.is.2005.02.005
21. Yu T, Zhang Y, Lin KJ (2007) Efficient algorithms for Web services selection with end-to-end QoS constraints. ACM Trans Web 1(1):6. doi:10.1145/1232722.1232728
22. Kennedy J, Eberhart R (1995) Particle swarm optimization, in: Proceedings of the IEEE International Conference on Neural Networks, vol. 4, Perth, Aust, November 27–December 1, pp.1942–1948.