Adaptation of Reference Vectors for Evolutionary Many-objective Optimization of Problems with Irregular Pareto Fronts. - Qiqi Liu; Yaochu Jin; Martin Heiderich; Tobias Rodemann (CEC, 2019)

Surrogate-assisted evolutionary optimization of expensive many-objective irregular problems. - Qiqi Liu; Yaochu Jin; Martin Heiderich; Tobias Rodemann (Knowl. Based Syst., 2022)

An Adaptive Reference Vector-Guided Evolutionary Algorithm Using Growing Neural Gas for Many-Objective Optimization of Irregular Problems. - Qiqi Liu; Yaochu Jin; Martin Heiderich; Tobias Rodemann; Guo Yu 001 (IEEE Trans. Cybern., 2022)

Reference Vector-Assisted Adaptive Model Management for Surrogate-Assisted Many-Objective Optimization. - Qiqi Liu; Ran Cheng 004; Yaochu Jin; Martin Heiderich; Tobias Rodemann (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Coordinated Adaptation of Reference Vectors and Scalarizing Functions in Evolutionary Many-Objective Optimization. - Qiqi Liu; Yaochu Jin; Martin Heiderich; Tobias Rodemann (IEEE Trans. Syst. Man Cybern. Syst., 2023)