428 citations · 481 across the 10 of their papers we have counts for
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cs.NE2021
Solving Large-Scale Multi-Objective Optimization via Probabilistic Prediction Model
Haokai Hong, Kai Ye, Min Jiang +2
The main feature of large-scale multi-objective optimization problems (LSMOP) is to optimize multiple conflicting objectives while considering thousands of decision variables at th…
cs.NE2021★ 4 cited
An Online Prediction Approach Based on Incremental Support Vector Machine for Dynamic Multiobjective Optimization
Dejun Xu, Min Jiang, Weizhen Hu +3
Real-world multiobjective optimization problems usually involve conflicting objectives that change over time, which requires the optimization algorithms to quickly track the Pareto…
cs.NE2021★ 3 cited
Manifold Interpolation for Large-Scale Multi-Objective Optimization via Generative Adversarial Networks
Zhenzhong Wang, Haokai Hong, Kai Ye +2
Large-scale multiobjective optimization problems (LSMOPs) are characterized as involving hundreds or even thousands of decision variables and multiple conflicting objectives. An ex…