Publications

Guanqiang Gao, Yi Mei, Bin Xin, Yahui Jia, Will Browne (2022). Automated Coordination Strategy Design using Genetic Programming for Dynamic Multi-Point Dynamic Aggregation. IEEE Transactions on Cybernetics.

Fangfang Zhang, Yi Mei, Su Nguyen, Kay Chen Tan, Mengjie Zhang (2022). Multitask Genetic Programming Based Generative Hyper-heuristics: A Case Study in Dynamic Scheduling. IEEE Transactions on Cybernetics.

Yahui Jia, Yi Mei, Mengjie Zhang (2022). A Bi-level Ant Colony Optimization Algorithm for Capacitated Electric Vehicle Routing Problem. IEEE Transactions on Cybernetics.

Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang (2022). Genetic Programming with Knowledge Transfer and Guided Search for Uncertain Capacitated Arc Routing Problem. IEEE Transactions on Evolutionary Computation.

Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang (2022). Collaborative Multifidelity-Based Surrogate Models for Genetic Programming in Dynamic Flexible Job Shop Scheduling. IEEE Transactions on Cybernetics.

Guanqiang Gao, Yi Mei, Yahui Jia, Will Browne, Bin Xin (2022). Adaptive Coordination Ant Colony Optimisation for Multi-Point Dynamic Aggregation. IEEE Transactions on Cybernetics.

Yahui Jia, Yi Mei, Mengjie Zhang (2022). Contribution-based Cooperative Co-evolution for Non-separable Large-scale Problems with Overlapping Subcomponents. IEEE Transactions on Cybernetics.

Shaolin Wang, Yi Mei, Mengjie Zhang, Xin Yao (2022). Genetic Programming with Niching for Uncertain Capacitated Arc Routing Problem. IEEE Transactions on Evolutionary Computation.

Yahui Jia, Yi Mei, Mengjie Zhang (2022). Confidence-based Ant Colony Optimization for Capacitated Electric Vehicle Routing Problem with Comparison of Different Encoding Schemes. IEEE Transactions on Evolutionary Computation.

Fangfang Zhang, Su Nguyen, Yi Mei, Mengjie Zhang (2021). Genetic Programming for Production Scheduling: An Evolutionary Learning Approach. Springer.

Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang, Kay Chen Tan (2021). Surrogate-Assisted Evolutionary Multitasking Genetic Programming for Dynamic Flexible Job Shop Scheduling. IEEE Transactions on Evolutionary Computation.

Binzi Xu, Yi Mei, Yan Wang, Zhicheng Ji, Mengjie Zhang (2021). Genetic Programming with Delayed Routing for Multi-Objective Dynamic Flexible Job Shop Scheduling. Evolutionary Computation.

Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang (2021). Evolving Scheduling Heuristics via Genetic Programming with Feature Selection in Dynamic Flexible Job Shop Scheduling. IEEE Transactions on Cybernetics.

Boxiong Tan, Hui Ma, Yi Mei, Mengjie Zhang (2021). Evolutionary Multi-Objective Optimization for Web Service Location Allocation Problem. IEEE Transactions on Services Computing.

Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang (2021). Correlation Coefficient based Recombinative Guidance for Genetic Programming Hyper-heuristics in Dynamic Flexible Job Shop Scheduling. IEEE Transactions on Evolutionary Computation.

Jordan MacLachlan, Yi Mei, Juergen Branke, Mengjie Zhang (2020). Genetic Programming Hyper-Heuristics with Vehicle Collaboration for Uncertain Capacitated Arc Routing Problems. Evolutionary Computation.

Alexandre Sawczuk da Silva, Hui Ma, Yi Mei, Mengjie Zhang (2020). A Survey of Evolutionary Computation for Web Service Composition: A Technical Perspective. IEEE Transactions on Emerging Topics in Computational Intelligence.

Yuxin Liu, Yi Mei, Mengjie Zhang, Zili Zhang (2020). A Predictive-Reactive Approach with Genetic Programming and Cooperative Coevolution for Uncertain Capacitated Arc Routing Problem. Evolutionary Computation.

Harith Al-Sahaf, Ying Bi, Qi Chen, Andrew Lensen, Yi Mei, Yanan Sun, Binh Tran, Bing Xue, Mengjie Zhang (2019). A Survey on Evolutionary Machine Learning. Journal of the Royal Society of New Zealand.

Su Nguyen, Yi Mei, Bing Xue, Mengjie Zhang (2019). A Hybrid Genetic Programming Algorithm for Automated Design of Dispatching Rules. Evolutionary Computation.

Alexandre Sawczuk da Silva, Yi Mei, Hui Ma, Mengjie Zhang (2018). Evolutionary computation for automatic Web service composition: an indirect representation approach. Journal of Heuristics.

John Park, Yi Mei, Su Nguyen, Gang Chen, Mengjie Zhang (2018). An investigation of ensemble combination schemes for genetic programming based hyper-heuristic approaches to dynamic job shop scheduling. Applied Soft Computing.

Su Nguyen, Yi Mei, Mengjie Zhang (2017). Genetic programming for production scheduling: a survey with a unified framework. Complex and Intelligent Systems.

Yi Mei, Su Nguyen, Bing Xue, Mengjie Zhang (2017). An efficient feature selection algorithm for evolving job shop scheduling rules with genetic programming. IEEE Transactions on Emerging Topics in Computational Intelligence.