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6 Conclusions
In this paper, the enhanced two-step satisfactory method is proposed for MOO
problem with fuzzy parameters. The strict preemptive priority structure is trans-
formed by the relaxed order of satisfactory degrees. The original problem is di-
vided into two optimization models about α -level sets. The result of the first
step is relaxed by the releasing parameter. Moreover, the priority variable is
minimized to achieve the preemptive priority requirement in the second step.
By the numerical example, the power of our approach is demonstrated.
Acknowledgments. The authors would like to thank the anonymous review-
ers for their helpful comments and constructive suggestions with regard to this
paper. This work was supported in part by National Natural Science Foundation
of China under Grant (61074064 & 91016018) and Natural Science Foundation
of Tianjin (12JCZDJC30300 & 11JCZDJC25100).
References
1. Bornstein, C.T., Macuian, N., Pascoal, M., Pinto, L.L.: Multiobjective combinatior-
ial optimization problems with a cost and several bottleneck objective functions: an
algorithm with reoptimization. Computers and Operations Research 39(9), 1969-
1976 (2012)
2. Wei, X., Zhang, W., Weng, W., Fujimura, S.: Multi-objective local search combined
with NSGA-II for Bi-criteria permutation flow shop scheduling problem. IEEJ
Transactions on Electronics, Information and Systems 132(1), 32-41 (2012)
3. Bellman, R.E., Zadeh, L.A.: Decision-making in a fuzzy environment. Management
Science 17, 141-164 (1970)
4. Zimmermann, H.J.: Fuzzy programming and linear programming with several ob-
jective functions. Fuzzy Sets and Systems 1, 45-55 (1978)
5. Li, S.Y., Hu, C.F.: An interactive satisfying method based on alternative tolerance
for multiple objective optimization with fuzzy parameters. IEEE Transactions on
Fuzzy Systems 16(5), 1151-1160 (2008)
6. Tiwari, R.N., Dharmar, S., Rao, J.R.: Fuzzy goal programming - an additive model.
Fuzzy Sets and Systems 24, 27-34 (1987)
7. Chen, L.H., Tsai, F.C.: Fuzzy goal programming with different importance and
priorities. European Journal of Operational Research 133, 548-556 (2001)
8. Hu, C.F., Teng, C.J., Li, S.Y.: A fuzzy goal programming approach to multi-
objective optimization problem with priorities. European Journal of Operational
Research 175, 1319-1333 (2007)
9. Li, S.Y., Hu, C.F.: Two-step interactive satisfactory method for fuzzy multiple
objective optimization with preemptive priorities. IEEE Transactions on Fuzzy
Systems 15(3), 417-425 (2007)
10. Sakawa, M., Yano, H.: An interactive fuzzy satisficing method for multiobjec-
tive nonlinear-programming problems with fuzzy parameters. Fuzzy Sets and Sys-
tems 17, 654-661 (1989)
 
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