2025
A Scalable Test Problem Generator for Sequential Transfer Optimization.
IEEE Trans. Cybern., May, 2025
Data Stream driven evolutionary algorithm for cost sensitive robust optimization over time.
Swarm Evol. Comput., 2025
2024
Solution Transfer in Evolutionary Optimization: An Empirical Study on Sequential Transfer.
IEEE Trans. Evol. Comput., December, 2024
Distributed Knowledge Transfer for Evolutionary Multitask Multimodal Optimization.
IEEE Trans. Evol. Comput., August, 2024
A Co-Training Framework for Heterogeneous Heuristic Domain Adaptation.
IEEE Trans. Neural Networks Learn. Syst., May, 2024
Incremental Weighted Ensemble for Data Streams With Concept Drift.
IEEE Trans. Artif. Intell., January, 2024
Multiobjective Sequential Transfer Optimization: Benchmark Problems and Preliminary Results.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
A Surrogate-Assisted Coevolutionary Algorithm for Expensive Constrained Multiobjective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
2023
Contrastive Learning Assisted-Alignment for Partial Domain Adaptation.
IEEE Trans. Neural Networks Learn. Syst., October, 2023
A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-Driven Dynamic Optimization.
Evol. Comput., 2023
2022
Concept Drift-Tolerant Transfer Learning in Dynamic Environments.
IEEE Trans. Neural Networks Learn. Syst., 2022
Evolutionary Sequential Transfer Optimization for Objective-Heterogeneous Problems.
IEEE Trans. Evol. Comput., 2022
2020
Offline Data-Driven Multiobjective Optimization: Knowledge Transfer Between Surrogates and Generation of Final Solutions.
IEEE Trans. Evol. Comput., 2020
Transfer stacking from low-to high-fidelity: A surrogate-assisted bi-fidelity evolutionary algorithm.
Appl. Soft Comput., 2020
2019
Dynamic Evolutionary Multiobjective Optimization for Raw Ore Allocation in Mineral Processing.
IEEE Trans. Emerg. Top. Comput. Intell., 2019
Generalized Multitasking for Evolutionary Optimization of Expensive Problems.
IEEE Trans. Evol. Comput., 2019
Multitasking Multiobjective Evolutionary Operational Indices Optimization of Beneficiation Processes.
IEEE Trans Autom. Sci. Eng., 2019
Constrained dynamic multi-objective evolutionary optimization for operational indices of beneficiation process.
J. Intell. Manuf., 2019
2018
Incremental data-driven optimization of complex systems in nonstationary environments.
Sci. China Inf. Sci., 2018
2017
Two-stage assortative mating for multi-objective multifactorial evolutionary optimization.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
2016
Reference point based prediction for evolutionary dynamic multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016