Abstract
An example is given to show the inadequacy of a well-known result, concerning the parametric decomposition theorem for multiobjective optimization problems. We also give an accurate decomposition theorem, which generalizes a corrected reformulation of this result.
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References
Haimes, Y.Y.: Multiple-criteria decisionmaking: a retrospective analysis. IEEE Trans. Syst. Man Cybern. 15(3), 313–315 (1985)
Ehrgott, M.: Multicriteria Optimization. Springer, Berlin (2005)
Ehrgott, M., Gandibleux, X.: Multiple Criteria Optimization: State of the Art Annotated Bibliographic Surveys. Kluwer, New York (2002)
Li, D., Haimes, Y.Y.: The envelope approach for multiobjective optimization problems. IEEE Trans. Syst. Man Cybern. 17(6), 1026–1038 (1987)
Li, D., Haimes, Y.Y.: Correction to: The envelope approach for multiobjective optimization problems ieee trans. systems man cybernet. 17(6), 1026–1038 (1987). IEEE Trans. Syst. Man Cybern. 8(2), 332 (1988)
Yu, P.: Cone convexity, cone extreme points, and nondominated solutions in decision problems with multiobjectives. J. Optim. Theory Appl. 14(3), 319–377 (1974)
Sawaragi, Y., Nakayama, H., Tanino, T.: Theory of Multiobjective Optimization. Mathematics in Science and Engineering, vol. 176. Academic Press, New York (1985)
Luc, D.T.: Theory of vector optimization. In: Lecture Notes in Economics and Mathematical Systems, vol. 319, pp. 173. Springer, Berlin/Heidelberg (1989)
Caballero, R., Gómez, T., Luque, M., Miguel, F., Ruiz, R.: Hierarchical generation of Pareto optimal solutions in large-scale multiobjective systems. Comput. Oper. Res. 29(11), 1537–1558 (2002)
Abo-Sinna, M., Amer, A., Ibrahim, A.: Hierarchical generation of \(\alpha \)-pareto optimal solutions in large-scale multi-objective non-linear systems with fuzzy parameters. Appl. Math. Model. 32(6), 930–957 (2008)
Gardenghi, M., Gómez, T., Miguel, F., Wiecek, M.: Algebra of efficient sets for multiobjective complex systems. J. Optim. Theory Appl. 149(2), 385–410 (2011)
Gardenghi, M., Wiecek, M.: Efficiency for multiobjective multidisciplinary optimization problems with quasiseparable subproblems. Optim. Eng. 13(2), 293–318 (2012)
Konur, D., Farhangi, H., Dagli, C.: A multi-objective military system of systems architecting problem with inflexible and flexible systems: formulation and solution methods. OR Spectr. 38(4), 967–1006 (2016)
Miguel, F., Gómez, T.: Decomposition-based approaches for multi objective composite systems. Pac. J. Optim. (accepted)
Acknowledgements
This research was partly supported by the Plan Andaluz de Investigacíon (group SEJ-532) and by the Ministerio de Economía y Competitividad of Spain (Research Projects MTM2013-45588-C3-C2 and ECO2014-56397-P).
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Cuenca Mira, J.A., Miguel García, F. On the Parametric Decomposition Theorem in Multiobjective Optimization. J Optim Theory Appl 174, 945–953 (2017). https://doi.org/10.1007/s10957-017-1118-z
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DOI: https://doi.org/10.1007/s10957-017-1118-z