On the sensitivity of aggregative multiobjective optimization methods
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Title | On the sensitivity of aggregative multiobjective optimization methods |
Authors | |
Abstract | In this paper, we present a study on the sensitivity of aggregation methods with respect to the weights associated with multiobjective functions of a multiobjective optimization problem. To do this study, we have developed some measurements, such as the speed metric or the distribution metric. We have performed this study on a set of biobjective optimization test problems : a convex, a non convex, a continuous and a combinatorial test problem. We show that some aggregation methods are more sensitive than others. |
Publisher | University of Zagreb, University Computing Centre - SRCE |
Date | 1970-01-01 |
Source | Journal of Computing and Information Technology Vol 16, No 1 (2008) |
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