Using multi-objective genetic algorithm for partner selection in green supply chain problems

Expert Systems with Applications

Volumn 38, Issue 4, 2011, Pages 4244-4253

  Yeh, Wei Chang ^a   Chuang, Mei Chi ^a  

^a NATIONAL TSING HUA UNIVERSITY   (Taiwan)

Author keywords

Genetic algorithm; Green supplier selection; Multi objective optimization; Pareto optimality

Indexed keywords

AVERAGE NUMBERS; CPU TIME; ENVIRONMENT PROTECTION; EXPERIMENTAL ANALYSIS; GREEN SUPPLIER; GREEN SUPPLY CHAIN; MULTI-OBJECTIVE GENETIC ALGORITHM; PARETO OPTIMAL SOLUTIONS; PARETO-OPTIMALITY; PARTNER SELECTION; PLANNING MODELS; PRODUCT QUALITY; SUPPLIER SELECTION; SUPPLY CHAIN NETWORK; WEIGHTED SUM;

GENETIC ALGORITHMS; OPTIMAL SYSTEMS; PARETO PRINCIPLE; SUPPLY CHAIN MANAGEMENT; SUPPLY CHAINS;

MULTIOBJECTIVE OPTIMIZATION;

EID: 78650689870     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2010.09.091     Document Type: Article

References (32)

1. F. Altiparmak, M. Gen, L. Lin, and T. Paksoy A genetic algorithm approach for multi-objective optimization of supply chain networks Computers and Industrial Engineering 51 1 2006 197 216
2. F.T.S. Chan, and S.H. Chung A multi-criterion genetic algorithm for order distribution in a demand driven supply chain International Journal of Computer Integrated Manufacturing 17 4 2004 339 351
3. F.T.S. Chan, S.H. Chung, and S. Wadhwa A hybrid genetic algorithm for production and distribution Omega 33 4 2005 345 355
4. K.J. Chung, and K.L. Hou An optimal production run time with imperfect production process and allowable shortages Computers and Operations Research 30 4 2003 483 490
5. C.A.C. Coello, D.A. Van Veldhuizen, and G.B. Lamount Evolutionary algorithms for solving multi-objective problems 2002 Kluwer New York
6. C.A.C. Coello, D.A.V. Veldhuizen, and G.B. Lamount Evolutionary algorithms for solving multi-objective problems 2001 Kluwer Academic Publishers
7. I. Deans An approach to the environmental management of purchasing in the utilities sector Eco-Manage 6 1999 11 17
8. K. Deb Multi-objective optimization using evolutionary algorithms 2001 Wiley Chichester
9. I. Erol, and W.G. Ferrell Jr A methodology to support decision making across the supply chain of an industrial distributor International Journal of Production Economics 89 2 2004 119 129
10. R.Z. Farahani, and M. Elahipanah A genetic algorithm to optimize the total cost and service level for just-in-time distribution in a supply chain International Journal of Production Economics 111 2 2008 229 243
11. M. Gen, and R. Cheng Genetic algorithms and engineering optimization 2000 Wiley New York
12. D. Hammond, and P. Beullens Closed-loop supply chain network equilibrium under legislation European Journal of Operation Research 183 2 2007 895 908
13. R. Handfield, V.W. Steven, R. Sroufe, and S.A. Melnyk Applying environmental criteria to supplier assessment: A study in the application of the Analytical Hierarchy Process European Journal of Operational Research 141 1 2002 70 87
14. P.K. Humphreys, Y.K. Wong, and F.T.S. Chan Integrating environmental criteria into the supplier selection process Journal of Materials Processing Technology 138 1-3 2003 349 356
15. Y. Kainuma, and N. Tawara A multiple attribute utility theory approach to lean and green supply chain management International Journal of Production Economics 101 1 2006 99 108
16. M. Klein Markovian decision models for reject allowance problems Management Science 12 5 1966 349 358
17. H.L. Lee, and M.J. Rosenblatt Economic production cycles with imperfect production processes IIE Transactions 18 1986 48 55
18. H.L. Lee, and C.A. Yano Production control in multistage systems with variable yield losses Operations Research 36 2 1988 269 278
19. R.E. Levitan The optimum reject allowance problem Management Science 6 2 1960 172 186
20. J.J. Liu, and P. Yang Optimal lot-sizing in an imperfect production system with homogeneous reworkable jobs European Journal of Operation Researches 91 3 1996 517 527
21. T. Murata, H. Ishibuchi, and H. Tanaka Multi-objective genetic algorithm and its applications to flowshop scheduling Computers and Industrial Engineering 30 4 1996 957 968
22. C. New, and T. Mapes MRP with high uncertain yield losses Journal of Operations Management 4 4 1984 315 330
23. G. Noci Designing 'green' vendor rating systems for the assessment of a supplier's environmental performance European Journal of Purchasing & Supply Management 3 2 1997 103 114
24. R.L. Porteus Optimal lot sizing, process quality improvement, and setup cost reduction Operations Research 34 1 1986 137 144
25. D. Queiruga, G. Walther, J. Gonzalez-Benito, and T. Spengler Evaluation of sites for the location of WEEE recycling plans in Spain Waste Management 28 1 2008 181 190
26. Rose, M. (2000). Design for environment: A method for formulating product end-of-life strategies, Department of Mechanical Engineering, Stanford University. (pp. 19-144).
27. Rose, C.; Beiter, K.; Ishii, K. (1999). Determining of end-of-life strategies as a part of product definition. In Proceedings of the IEEE international symposium for electronics and the environment (pp. 219-224).
28. J. Sarkis A strategic decision framework for green supply chain management Journal of Cleaner Production 11 4 2003 397 409
29. S. Vachon, and R.D. Klassen Green project partnership in the supply chain: The case of the package printing industry Journal of Cleaner Production 14 6-7 2006 661 671
30. Wang, H. S.; Che, Z. H.; Sha, D. Y. (2004). Two-stage model for flow-shop production planning with different machines, In Proceedings of the ninth annual international conference on industrial engineering - Theory, applications and practice, The University of Auckland, Auckland, New Zealand (pp. 299-304).
31. L.S. White Bayes Markovian decision models for a multi-period reject allowance problem Operations Research 15 5 1967 857 865
32. B. Willems, W. Dewulf, and J.R. Duflou Can large-scale disassembly be profitable? A linear programming approach to quantifying the turning point to make disassembly economically viable International Journal of Production Research 44 6 2006 1125 1146