2025
Machine Learning-Assisted Multiobjective Evolutionary Algorithm for Routing and Packing.
IEEE Trans. Evol. Comput., April, 2025
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering.
CoRR, March, 2025
Clustering-Based Short-Term Wind Speed Interval Prediction With Multi-Objective Ensemble Learning.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2025
Personalized federated learning with multiple classifier aggregation.
Knowl. Based Syst., 2025
An Enhanced Search Direction-Based Knowledge Transfer for Multiobjective Many-Tasking Evolutionary Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2025
2024
Decomposition-Based Multiobjective Evolutionary Optimization With Tabu Search for Dynamic Pickup and Delivery Problems.
IEEE Trans. Intell. Transp. Syst., October, 2024
Multitask-Based Evolutionary Optimization for Vehicle Routing Problems in Autonomous Transportation.
IEEE Trans Autom. Sci. Eng., July, 2024
Multi-agent deep Q-network-based metaheuristic algorithm for Nurse Rostering Problem.
Swarm Evol. Comput., 2024
CAGAN: Constrained neural architecture search for GANs.
Knowl. Based Syst., 2024
Evolutionary reinforcement learning with action sequence search for imperfect information games.
Inf. Sci., 2024
A complementary fused method using GRU and XGBoost models for long-term solar energy hourly forecasting.
Expert Syst. Appl., 2024
A Kriging-assisted evolutionary algorithm with multiple infill sampling for expensive many-objective optimization.
Eng. Appl. Artif. Intell., 2024
A Pareto dominance relation based on reference vectors for evolutionary many-objective optimization.
Appl. Soft Comput., 2024
Deep Reinforcement Learning-Based Multi-Agent Algorithm for Vehicle Routing Problem in Complex Logistics Scenarios.
Proceedings of the International Joint Conference on Neural Networks, 2024
NAS-SW: Efficient Neural Architecture Search with Stage-Wise Search Strategy.
Proceedings of the International Joint Conference on Neural Networks, 2024
VCformer: Variable Correlation Transformer with Inherent Lagged Correlation for Multivariate Time Series Forecasting.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Constrained Sampling-Based Evolutionary Neural Architecture Search for GANs.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024
Multi-Stage Transfer Learning Evolutionary Algorithm for Dynamic Multiobjective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
Intelligent Blocking and Prevention of SARS-CoV-2 Based on Evolutionary Reinforcement Learning.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
Adaptive Evolutionary Reinforcement Learning Algorithm with Early Termination Strategy.
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024
Two-Stage Evolutionary Reinforcement Learning for Enhancing Exploration and Exploitation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
A survey on Evolutionary Reinforcement Learning algorithms.
Neurocomputing, November, 2023
A survey of dynamic pickup and delivery problems.
Neurocomputing, October, 2023
A Kriging model-based evolutionary algorithm with support vector machine for dynamic multimodal optimization.
Eng. Appl. Artif. Intell., 2023
2022
Variable neighborhood search for a new practical dynamic pickup and delivery problem.
Swarm Evol. Comput., 2022
An Efficient Evaluation Mechanism for Evolutionary Reinforcement Learning.
Proceedings of the Intelligent Computing Theories and Application, 2022
An Efficient Multi-objective Evolutionary Algorithm for a Practical Dynamic Pickup and Delivery Problem.
Proceedings of the Intelligent Computing Theories and Application, 2022
2021
An Elite Gene Guided Reproduction Operator for Many-Objective Optimization.
IEEE Trans. Cybern., 2021
2020
A Constrained Multiobjective Evolutionary Algorithm With Detect-and-Escape Strategy.
IEEE Trans. Evol. Comput., 2020
2019
A multi-objective immune algorithm with dynamic population strategy.
Swarm Evol. Comput., 2019
MOEA/D with Two Types of Weight Vectors for Handling Constraints.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
Particle Swarm Optimization With a Balanceable Fitness Estimation for Many-Objective Optimization Problems.
IEEE Trans. Evol. Comput., 2018
A gene-level hybrid search framework for multiobjective evolutionary optimization.
Neural Comput. Appl., 2018
An adaptive immune-inspired multi-objective algorithm with multiple differential evolution strategies.
Inf. Sci., 2018
2017
An External Archive-Guided Multiobjective Particle Swarm Optimization Algorithm.
IEEE Trans. Cybern., 2017
An Elite Archive-Based MOEA/D Algorithm.
Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017
2016
A novel adaptive hybrid crossover operator for multiobjective evolutionary algorithm.
Inf. Sci., 2016
2015
A novel hybrid multi-objective immune algorithm with adaptive differential evolution.
Comput. Oper. Res., 2015