2018
DOI: 10.1007/s00500-018-3033-0
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A predictive strategy based on special points for evolutionary dynamic multi-objective optimization

Abstract: There are some real-world problems in which multiple objectives conflict with each other and the objectives change with time. These problems require an optimization algorithm to track the moving Pareto front or Pareto set over time. In this paper, we propose a predictive strategy based on special points (SPPS) which consists of three mechanisms. The first one is that the non-dominated set is predicted directly by feed-forward center points, which can eliminate many useless individuals predicted by traditional … Show more

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Cited by 64 publications
(34 citation statements)
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“…Many researchers have tried to find some points or regions with special meanings [36,[42][43][44]. Among them, ideal point and a particular point CTI [36,45] extending from an ideal point have aroused great interest among the researchers.…”
Section: Ctimentioning
confidence: 99%
See 4 more Smart Citations
“…Many researchers have tried to find some points or regions with special meanings [36,[42][43][44]. Among them, ideal point and a particular point CTI [36,45] extending from an ideal point have aroused great interest among the researchers.…”
Section: Ctimentioning
confidence: 99%
“…Thus, H is the ideal point. In [36,45], CTI is as the representative point to predict the location of PF. CTI is close-to-ideal point, which means that it is the closest individual to ideal point in nondominated set.…”
Section: Ctimentioning
confidence: 99%
See 3 more Smart Citations