Constraint handling

Manifold Learning Inspired Mating Restriction for Evolutionary Constrained Multiobjective Optimization
Mating restriction strategies are capable of restricting the distribution of parent solutions for effective offspring generation in …
Lianghao Li, Cheng He, Ran Cheng, Linqiang Pan
Cite DOI
Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization
Constrained multiobjective optimization problems (CMOPs) widely exist in real-world applications, and they are challenging for …
Cheng He, Ran Cheng, Ye Tian, Xingyi Zhang, Kay Chen Tan, Yaochu Jin
Cite DOI
Reformulating Preferences into Constraints for Evolutionary Multi- and Many-objective Optimization
Despite that the reference point based preference articulation plays a vital role in evolutionary multi- and many-objective …
Zhanglu Hou, Cheng He, Ran Cheng
Cite DOI URL