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Convexification of a noninferior frontier
Authors:D. Li
Affiliation:(1) Department of Systems Engineering and Engineering Management, Chinese University of Hong Kong, Shatin, New Territories, Hong Kong
Abstract:
The convexity of a noninferior frontier can be achieved in an appropriate equivalent objective space for general nonconvex multi-objective optimization problems. Specifically, this paper proves that applying thep-power to the objective functions can act as a convexification scheme for a noninferior frontier.The author appreciates the discussions with Jian-Bo Yang and the comments from Yacov Y. Haimes.
Keywords:Multiobjective optimization  nonconvex optimization  convexification  noninferior frontier
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