Abstract
An enhanced two-step satisfactory method for multi-objective optimization problem with fuzzy parameters is proposed in this paper. By means of the α-level sets of the fuzzy numbers, all the objectives with fuzzy parameters are modeled as the fuzzy goals. The order of satisfactory degrees about different denoting that the higher priority achieves the higher satisfactory degree is applied to preemptive priority requirement. The strict order constraints are relaxed by decreasing the maximum overall satisfactory degree. The original optimization problem is divided into two models to be solved iteratively. The satisfactory solution can be acquired by changing parameter or regulating α. The numerical example demonstrates the power of the proposed method.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Bornstein, C.T., Macuian, N., Pascoal, M., Pinto, L.L.: Multiobjective combinatiorial optimization problems with a cost and several bottleneck objective functions: an algorithm with reoptimization. Computers and Operations Research 39(9), 1969–1976 (2012)
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)
Bellman, R.E., Zadeh, L.A.: Decision-making in a fuzzy environment. Management Science 17, 141–164 (1970)
Zimmermann, H.J.: Fuzzy programming and linear programming with several objective functions. Fuzzy Sets and Systems 1, 45–55 (1978)
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)
Tiwari, R.N., Dharmar, S., Rao, J.R.: Fuzzy goal programming - an additive model. Fuzzy Sets and Systems 24, 27–34 (1987)
Chen, L.H., Tsai, F.C.: Fuzzy goal programming with different importance and priorities. European Journal of Operational Research 133, 548–556 (2001)
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)
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)
Sakawa, M., Yano, H.: An interactive fuzzy satisficing method for multiobjective nonlinear-programming problems with fuzzy parameters. Fuzzy Sets and Systems 17, 654–661 (1989)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Hu, C., Liu, Q., Liu, Y. (2013). Enhanced Two-Step Satisfactory Method for Multi-Objective Optimization with Fuzzy Parameters. In: Li, K., Li, S., Li, D., Niu, Q. (eds) Intelligent Computing for Sustainable Energy and Environment. ICSEE 2012. Communications in Computer and Information Science, vol 355. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-37105-9_14
Download citation
DOI: https://doi.org/10.1007/978-3-642-37105-9_14
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-37104-2
Online ISBN: 978-3-642-37105-9
eBook Packages: Computer ScienceComputer Science (R0)