QoS and energy consumption aware service composition and optimal-selection based on Pareto group leader algorithm in cloud manufacturing system

Xiang Feng1, Yefa Hu1, Yingrong Yu2, Huachun Wu1
1School of Mechanical and Electronic Engineering, Wuhan University of Technology, Room 315, 122 Luoshi Rd, Wuhan, 430070, People’s Republic of China
2School of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, People's Republic of China

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Belonglazov A, Abawaiy J, Rajkumar B (2012) Energy-aware resource allocation heuristics for efficient management of data centers for cloud computing. Future Gener 28(5):755–768

Chen AL, Yang GK, Wu ZM (2008) Production scheduling optimization algorithm for the hot rolling processes. Int J Prod Res 46(7):1955–1973

Choi SS, Moon BR (2004) Polynomial approximation of survival probabilities under multi-point crossover. In: 6th annual genetic and evolutionary computation conference (GECCO 2004), JUN 26–30. Seattle, WA 3102:994–1005

Daskin A, Kais S (2011) Group leaders optimization algorithm. Mol Phys 109(5):761–772

D’Mello DA, Ananthanarayana VS (2010) Dynamic selection mechanism for quality of service aware web services. Enterp Inf Syst 4(1):23–60

Elkins DA, Huang N, Alden JM (2004) Agile manufacturing systems in the automotive industry. Int J Prod Econ 91(3):201–214

Fabio C, Ski I et al. (2000) Adaptive and dynamic Service composition in eFlow [online]. Available from: http://www.hpl.hp.com/techreports/2000/HPL-2000-39.pdf

Fan Y, Zhao DZ, Zhang LQ, Huang SX, Liu B (2003) Manufacturing grid: needs, concept and architecture. International workshop on grid and cooperative computing (GCC (2003) DEC 7–10. Shanghai, China, pp 653–656

Fritzsche M, Kittel K, Blankenburg A (2012) Multidisciplinary design optimization of a recurve bow based on applications of the autogenetic design theory and distributed computing. Enterp Inf Syst 6(3SI):329–343

Gu JW (2010) A novel competitive co-evolutionary quantum genetic algorithm for stochastic job shop scheduling problem. Comput Oper Res 37(5):927–937

He DJ, Song X, Wang Q, Xu C (2011) Method for complex product collaborative design based on cloud service. Comput Integr Manuf Syst 17(3):533–539

Hu HY, Dong WQ, Fu R (2009) Pareto optimality based genetic algorithm in web services composition. J Xi Jiao Tong Univ 43(12):50–54

Jiang HH, Yang XH, Xu Y (2011) QoS-aware multi-path web service composition using variable length chromosome genetic algorithm. Comput Integr Manuf Syst 17(6):1334–1343

Kahraman C, Beskese A, Ruan D (2004) Measuring flexibility of computer integrated manufacturing systems using fuzzy cash flow analysis. Inf Sci 168(1–4):77–94

Li BH, Zhang L, Wang SL, Tao F (2010) Cloud manufacturing: a new service-oriented manufacturing model. Comput Integr Manuf Syst 16(1):1–8

Nesmachnow S, Cancela H, Alba E (2012) A parallel micro evolutionary algorithm for heterogeneous computing and grid scheduling. Appl Soft Comput 12(2):626–639

Ozcan U, Toklu B (2009) A tabu search algorithm for two-sided assembly line balancing. Int J Adv Manuf Technol 43(7–8):822–829

Rajesh R, Pugazhendhi S, Ganesh K (2012) Simulated annealing algorithm for balanced allocation problem. Int J Adv Manuf Technol 61(5–8):431–440

Song XD, Dou WC, Chen JJ (2011) A workflow framework for intelligent service composition. Futur Gener Comput Syst Int J Grid Comput Escience 27(5):627–636

Tan WA, Xu YC, Xu W (2010) A methodology toward manufacturing grid-based virtual enterprise operation platform. Enterp Inf Syst 4(3):283–309

Tao F, Hu YF, Zhou ZD (2008a) Study on manufacturing grid & its resource service optimal-selection system. Int J Adv Manuf Technol 37(9–10):1022–1041

Tao F, Zhao D, Hu YF, Zhou ZD (2008b) Resource service composition and its optimal-selection based on particle swarm optimization in manufacturing grid system. IEEE Trans Ind Inform 4(4):315–327

Tao F, Hu YF, Zhao D, Zhou ZD, Zhang HJ, Lei ZZ (2009a) Study on manufacturing grid resource service QoS modeling and evaluation. Int J Adv Manuf Technol 41(9–10):1034–1042

Tao F, Hu YF, Zhao DM, Zhou ZD (2009b) An approach to manufacturing grid resource service scheduling based on Trust-QoS. Int J Comput Integr Manuf 22(2):100–111

Tao F, Zhang L, Zhang ZH, Nee AYC (2010a) A quantum multi-agent evolutionary algorithm for selection of partners in a virtual enterprise. CIRP Ann Manuf Technol 59(1):485–488

Tao F, Zhao D, Zhang L (2010b) Resource service optimal-selection based on intuitionistic fuzzy set and non-functionality QoS in manufacturing grid system. Knowl Inf Syst 25(1):185–208

Tao F, Zhang L, Luo YL, Ren L (2011a) Typical characteristics of cloud manufacturing and several key issues of cloud service composition. Comput Integr Manuf Syst 17(3):477–486

Tao F, Zhang L, Venkatesh VC, Luo YL, Cheng Y (2011b) Cloud manufacturing: a computing and service-oriented manufacturing model. Proc Inst Mech Eng Part B J Eng Manuf 225(10):1969–1976

Tao F, Zhang L, Nee AYC (2011c) A review of the application of grid technology in manufacturing. Int J Prod Res 49(13):4119–4155

Tao F, Qiao K, Zhang L, Li Z, Nee AYC (2012a) GA-BHTR: an improved genetic algorithm for partner selection in virtual manufacturing. Int J Prod Res 50(8):2079–2100

Tao F, Zhang L, Lu K, Zhao D (2012b) Study on manufacturing grid resource service optimal-selection and composition framework. Enterp Inf Syst 6(2):237–264

Tao F, Guo H, Zhang L, Cheng Y (2012c) Modeling of combinable relationship-based composition service network and the theoretical proof of its scale-free characteristics. Enterp Inf Syst 6(4):373–404

Udhayakumar P, Kumanan S (2012) Integrated scheduling of flexible manufacturing system using evolutionary algorithms. Int J Adv Manuf Technol 61(5–8):621–635

Xia YM, Cheng B, Chen JL, Meng XW, Liu D (2012) Optimizing services composition based on improved ant colony algorithm. Chin J Comput 35(2):270–281

Xiang F, Hu YH, Tao F, Zhang L (2012) Energy consumption and application of cloud manufacturing resource service. Comput Integr Manuf Syst 18(9):2109–2116

Xiang F, Hu YF (2012) Cloud manufacturing resource access system based on internet of things. In: 2nd international conference on frontiers of manufacturing and design science (ICFMD 2011), DEC 11–13. Taiwan, pp 2421–2425

Zhang CF, Zhao YZ, Zhou JL, Ma XK (2012) A diversity-guided modified QPSO algorithm and its application in the optimization design of dry-type air-core reactors. Proc CSEE 32(18):108–115