Authors: | Naujoks, Boris Preuss, Mike Rudolph, Günter |
Title: | Pareto set and EMOA behavior for simple multimodal multiobjective functions |
Language (ISO): | en |
Abstract: | Recent research on evolutionary multiobjective optimization has mainly focused on Pareto-fronts. However, we state that proper behavior of the utilized algorithms in decision/search space is necessary for obtaining good results if multimodal objective functions are concerned. Therefore, it makes sense to observe the development of Pareto-sets as well. We do so on a simple, configurable problem, and detect interesting interactions between induced changes to the Pareto-set and the ability of three optimization algorithms to keep track of Pareto-fronts. |
URI: | http://hdl.handle.net/2003/26113 http://dx.doi.org/10.17877/DE290R-698 |
Issue Date: | 2006-05 |
Appears in Collections: | Sonderforschungsbereich (SFB) 531 |
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