519 citations · 942 across the 7 of their papers we have counts for
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cs.NE2018★ 519 cited
IGD Indicator-based Evolutionary Algorithm for Many-objective Optimization Problems
Yanan Sun, Gary G. Yen, Zhang Yi
Inverted Generational Distance (IGD) has been widely considered as a reliable performance indicator to concurrently quantify the convergence and diversity of multi- and many-object…
cs.NE2018★ 39 cited
Improved Regularity Model-based EDA for Many-objective Optimization
Yanan Sun, Gary G. Yen, Zhang Yi
The performance of multi-objective evolutionary algorithms deteriorates appreciably in solving many-objective optimization problems which encompass more than three objectives. One…
cs.NE2017★ 125 cited
Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations
Yanan Sun, Gary G. Yen, Zhang Yi
Deep Learning (DL) aims at learning the \emph{meaningful representations}. A meaningful representation refers to the one that gives rise to significant performance improvement of a…