Abstract
In general normed spaces, we consider a multiobjective piecewise linear optimization problem with the ordering cone being convex and having a nonempty interior. We establish that the weak Pareto optimal solution set of such a problem is the union of finitely many polyhedra and that this set is also arcwise connected under the cone convexity assumption of the objective function. Moreover, we provide necessary and sufficient conditions about the existence of weak (sharp) Pareto solutions.
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References
Armand P. Finding all maximal efficient faces in multiobjecture linear programming. Math Program, 61: 357–375 (1993)
Arrow K J, Barankin E W, Blackwell D. Admissible points of convex sets. In: Kuhn H W, Tucher A W, eds. Contribution to the Theory of Games. Princeton, New Jersey: Princeton University Press, 1953, 87–92
Benson H P, Sun E. Outcome space partition of the weight set in multiobjecture linear programming. J Optim Theory Appl, 105: 17–36 (2000)
Gass S I, Roy P G. The compromise hypersphere for multiobjecture linear programming. European J Oper Res, 144: 459–479 (2003)
Luc D T. Theory of Vector Optimization. Berlin-Heidelberg: Springer-Verlag, 1989
Perez G, Parra M A, Terol A, et al. Management of surgical waiting lists through a possibilistic linear multiobjective programming problem. Appl Math Comput, 167: 477–495 (2005)
Thuan L V, Luc D T. On sensitivity in linear multiobjective programming. J Optim Theory Appl, 107: 615–625 (2000)
Zeleny M. Linear multiobjecture programming. In: Lecture Notes in Economics and Mathematical Systems, Vol. 95. New York: Springer-Verlag, 1974
Nickel S, Wiecek M M. Multiple objective programming with piecewise linear functions. J Multi-Crit Decis Anal, 8: 322–332 (1999)
Hamacher H W, Nickel S. Multiobjecture planar location problems. European J Oper Res, 94: 66–86 (1996)
Bitran G R, Magnanti T H. The structure of admissible points with respect to cone dominance. J Optim Theory Appl, 29: 573–614 (1979)
Gong X H. Connectedness of the efficient solution sets of a convex vector optimzation problem in normed spaces. Nonlinear Anal, 23: 1105–1114 (1994)
Luc D T. Contractibility of efficient point sets in normed spaces. Nonlinear Anal, 15: 527–535 (1990)
Makarov E K, Rachkovski N N. Efficient sets of convex compacta are arewise connected. J Optim Theory Appl, 110: 159–172 (2001)
Song W. Connectibility of efficient solution sets in vector optimization of set-valued mappings. Optimization, 39: 1–11 (1997)
Sun E J. On the connectedness of efficient set for strictly quasiconvex vector optimization problems. J Optim Theory Appl, 89: 475–481 (1996)
Zheng X Y. Contractibility and connectedness of efficient point sets. J Optim Theory Appl, 104: 717–737 (2000)
Rockafellar R T. Convex Analysis. Princeton, New Jersey: Princeton University Press, 1970
Jahn J. Vector Optimization: Theory, Applications and Extensions. Berlin: Springer-Verlag, 2004
Clarke F H. Optimization and Nonsmooth Analysis. New York: Wiley, 1983
Zheng X Y, Yang X M, Teo K L. Sharp minima for multiobjective optimization in Banach spaces. Set-Valued Anal, 14: 327–345 (2006)
Jimenez B. Strict efficiency in vector optimization. J Math Anal Appl, 265: 264–284 (2002)
Jimenez B. Strict minimality conditions in nondifferentiable multiobjective programming. J Optim Theory Appl, 116: 99–116 (2003)
Polyak B T. Introduction to Optimization. New York: Optimization Software, Inc., Publications Division, 1987
Zheng X Y, Ng K F. Metric regularity and constraint qualifications for convex inequalities on Banach sapces. SIAM J Optim, 14: 757–772 (2003)
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This work was supported by the National Natural Science Foundation of China (Grant No. 10761012), the Natural Science Foundation of Yunnan Province, China (Grant No. 2003A002M) and the Research Grants Council of Hong Kong (Grant No. B-Q771)
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Zheng, X., Yang, X. The structure of weak Pareto solution sets in piecewise linear multiobjective optimization in normed spaces. Sci. China Ser. A-Math. 51, 1243–1256 (2008). https://doi.org/10.1007/s11425-008-0021-3
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DOI: https://doi.org/10.1007/s11425-008-0021-3