R-Metric: Evaluating the Performance of Preference-Based Evolutionary Multiobjective Optimization Using Reference Points

Measuring the performance of an algorithm for solving multiobjective optimization problem has always been challenging simply due to two conflicting goals, i.e., convergence and diversity of obtained tradeoff solutions. There are a number of metrics for evaluating the performance of a multiobjective...

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Veröffentlicht in:IEEE transactions on evolutionary computation 2018-12, Vol.22 (6), p.821-835
Hauptverfasser: Ke Li, Deb, Kalyanmoy, Xin Yao
Format: Artikel
Sprache:eng
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