2025
Multistage Particle Swarm Optimization for Heterogeneous Multipoint Dynamic Aggregation.
IEEE Trans. Syst. Man Cybern. Syst., July, 2025
Learning to Communicate Among Agents for Large-Scale Dynamic Path Planning With Genetic Programming Hyperheuristic.
IEEE Trans. Artif. Intell., May, 2025
An evolutionary optimization-learning hybrid algorithm for energy resource management.
Swarm Evol. Comput., 2025
A fuzzy grouping-based memetic algorithm for multi-depot multi-UAV power pole inspection.
Appl. Soft Comput., 2025
An Evolutionary Reinforcement Learning Method for Multi-energy Microgrid Energy Management.
Proceedings of the IEEE Congress on Evolutionary Computation, 2025
2024
Random Contrastive Interaction for Particle Swarm Optimization in High-Dimensional Environment.
IEEE Trans. Evol. Comput., August, 2024
Uncertain Commuters Assignment Through Genetic Programming Hyper-Heuristic.
IEEE Trans. Comput. Soc. Syst., April, 2024
Towards Scalable Dynamic Traffic Assignment With Streaming Agents: A Decentralized Control Approach Using Genetic Programming.
IEEE Trans. Emerg. Top. Comput. Intell., February, 2024
Distance-aware Attention Reshaping: Enhance Generalization of Neural Solver for Large-scale Vehicle Routing Problems.
CoRR, 2024
Non-Linearly Weighted Pheromone Updating for Ant Colony Optimization.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024
Dual-Branch Teacher Assistant-Based Network for Heterogeneous Knowledge Distillation.
Proceedings of the IEEE International Conference on Smart City, 2024
LYN: Leveraging Pyramid Structures and Aggregating Attention for General Time Series Classification Tasks.
Proceedings of the IEEE International Conference on Smart City, 2024
Key Strategies for Optimal PV System Allocation.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
Evolutionary Algorithm with Cross-Generation Environmental Selection for Traveling Salesman Problem.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
A Bilevel Hybrid Genetic Algorithm for Capacitated Electric Vehicle Routing Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
Generate a Single Heuristic for Multiple Dynamic Flexible Job Shop Scheduling Tasks by Genetic Programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
2023
Learning Heuristics With Different Representations for Stochastic Routing.
IEEE Trans. Cybern., May, 2023
A Two-Stage Swarm Optimizer With Local Search for Water Distribution Network Optimization.
IEEE Trans. Cybern., March, 2023
Automated Order Dispatching Strategies Design Using Genetic Programming for Dynamic Ridesharing Problem.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
An Interactive Evolutionary Algorithm for Ceramic Formula Design.
Proceedings of the Neural Information Processing - 30th International Conference, 2023
Adaptive Particle Swarm Optimization with Local Search for Multi-robot Multi-point Dynamic Aggregation.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
2022
Confidence-Based Ant Colony Optimization for Capacitated Electric Vehicle Routing Problem With Comparison of Different Encoding Schemes.
IEEE Trans. Evol. Comput., 2022
A Bilevel Ant Colony Optimization Algorithm for Capacitated Electric Vehicle Routing Problem.
IEEE Trans. Cybern., 2022
Contribution-Based Cooperative Co-Evolution for Nonseparable Large-Scale Problems With Overlapping Subcomponents.
IEEE Trans. Cybern., 2022
Automated Coordination Strategy Design Using Genetic Programming for Dynamic Multipoint Dynamic Aggregation.
IEEE Trans. Cybern., 2022
Adaptive Coordination Ant Colony Optimization for Multipoint Dynamic Aggregation.
IEEE Trans. Cybern., 2022
Dynamic Information Mining Based Vaccine Distribution Strategy.
Proceedings of the 6th International Conference on Universal Village, 2022
2021
An Intelligent Cloud Workflow Scheduling System With Time Estimation and Adaptive Ant Colony Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2021
2020
A memetic level-based learning swarm optimizer for large-scale water distribution network optimization.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
A Memetic Algorithm for the Task Allocation Problem on Multi-robot Multi-point Dynamic Aggregation Missions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
Distributed Cooperative Co-Evolution With Adaptive Computing Resource Allocation for Large Scale Optimization.
IEEE Trans. Evol. Comput., 2019
A Cooperative Co-Evolutionary Approach to Large-Scale Multisource Water Distribution Network Optimization.
IEEE Trans. Evol. Comput., 2019
A Distributed Cooperative Co-evolutionary CMA Evolution Strategy for Global Optimization of Large-Scale Overlapping Problems.
IEEE Access, 2019
2018
A Dynamic Logistic Dispatching System With Set-Based Particle Swarm Optimization.
IEEE Trans. Syst. Man Cybern. Syst., 2018
2014
Generating Software Test Data by Particle Swarm Optimization.
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014
A PSO approach for software project planning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014