Yi Mei

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 190

Top Venues

CEC

GECCO

IEEE Trans. Evol. Comput.

SSCI

Publications

Zhixing Huang, Yi Mei, Jinghui Zhong
Semantic Linear Genetic Programming for Symbolic Regression. IEEE Trans. Cybern. 54 (2) (2024)
Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang, Wolfgang Banzhaf
Bridging directed acyclic graphs to linear representations in linear genetic programming: a case study of dynamic scheduling. Genet. Program. Evolvable Mach. 25 (1) (2024)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling. IEEE Trans. Evol. Comput. 28 (1) (2024)
Yang Wang, Ya-Hui Jia, Wei-Neng Chen, Yi Mei
Distance-aware Attention Reshaping: Enhance Generalization of Neural Solver for Large-scale Vehicle Routing Problems. CoRR (2024)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Multitask Multiobjective Genetic Programming for Automated Scheduling Heuristic Learning in Dynamic Flexible Job-Shop Scheduling. IEEE Trans. Cybern. 53 (7) (2023)
Trevor Londt, Xiaoying Gao, Peter Andreae, Yi Mei
XC-NAS: A New Cellular Encoding Approach for Neural Architecture Search of Multi-path Convolutional Neural Networks. AI (2) (2023)
Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang
A Semantic Genetic Programming Approach to Evolving Heuristics for Multi-objective Dynamic Scheduling. AI (2) (2023)
Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang
Genetic Programming with Adaptive Reference Points for Pareto Local Search in Many-Objective Job Shop Scheduling. AI (2) (2023)
Fangfang Zhang, Yi Mei, Su Nguyen, Kay Chen Tan, Mengjie Zhang
Instance-Rotation-Based Surrogate in Genetic Programming With Brood Recombination for Dynamic Job-Shop Scheduling. IEEE Trans. Evol. Comput. 27 (5) (2023)
Yuzhou Zhang, Yi Mei, Haiqi Zhang, Qinghua Cai, Haifeng Wu
RoCaSH2: An Effective Route Clustering and Search Heuristic for Large-Scale Multi-Depot Capacitated Arc Routing Problem. IEEE Comput. Intell. Mag. 18 (4) (2023)
Meng Xu, Yi Mei, Shiqiang Zhu, Beibei Zhang, Tian Xiang, Fangfang Zhang, Mengjie Zhang
Genetic Programming for Dynamic Workflow Scheduling in Fog Computing. IEEE Trans. Serv. Comput. 16 (4) (2023)
Fangfang Zhang, Yi Mei, Su Nguyen, Kay Chen Tan, Mengjie Zhang
Task Relatedness-Based Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling. IEEE Trans. Evol. Comput. 27 (6) (2023)
Hayden Andersen, Andrew Lensen, Will N. Browne, Yi Mei
Producing Diverse Rashomon Sets of Counterfactual Explanations with Niching Particle Swarm Optimization Algorithms. GECCO (2023)
Trevor Londt, Xiaoying Gao, Peter Andreae, Yi Mei
XC-NAS: A New Cellular Encoding Approach for Neural Architecture Search of Multi-path Convolutional Neural Networks. CoRR (2023)
Trevor Londt, Xiaoying Gao, Peter Andreae, Yi Mei
A Two-Stage Hybrid GA-Cellular Encoding Approach to Neural Architecture Search. SSCI (2023)
João Guilherme Cavalcanti Costa, Yi Mei, Mengjie Zhang
Learning to Select Initialisation Heuristic for Vehicle Routing Problems. GECCO (2023)
Gaofeng Shi, Fangfang Zhang, Yi Mei
Interpretability-Aware Multi-Objective Genetic Programming for Scheduling Heuristics Learning in Dynamic Flexible Job Shop Scheduling. CEC (2023)
Yi Mei, Qi Chen, Andrew Lensen, Bing Xue, Mengjie Zhang
Explainable Artificial Intelligence by Genetic Programming: A Survey. IEEE Trans. Evol. Comput. 27 (3) (2023)
Jiyuan Pei, Hao Tong, Jialin Liu, Yi Mei, Xin Yao
Local Optima Correlation Assisted Adaptive Operator Selection. GECCO (2023)
Shihao Dai, Ya-Hui Jia, Wei-Neng Chen, Yi Mei
Adaptive Particle Swarm Optimization with Local Search for Multi-robot Multi-point Dynamic Aggregation. GECCO Companion (2023)
Ya-Hui Jia, Yi Mei, Mengjie Zhang
Learning Heuristics With Different Representations for Stochastic Routing. IEEE Trans. Cybern. 53 (5) (2023)
Jordan MacLachlan, Yi Mei, Fangfang Zhang, Mengjie Zhang, Jessica Signal
Learning Emergency Medical Dispatch Policies Via Genetic Programming. GECCO (2023)
Shaolin Wang, Yi Mei, Mengjie Zhang
A Multi-Objective Genetic Programming Algorithm With α Dominance and Archive for Uncertain Capacitated Arc Routing Problem. IEEE Trans. Evol. Comput. 27 (6) (2023)
Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang
Multi-Objective Genetic Programming based on Decomposition on Evolving Scheduling Heuristics for Dynamic Scheduling. GECCO Companion (2023)
Xinye Cai, Kang Wang, Yi Mei, Zhenhua Li, Jun Zhao, Qingfu Zhang
Decomposition-Based Lin-Kernighan Heuristic With Neighborhood Structure Transfer for Multi/Many-Objective Traveling Salesman Problem. IEEE Trans. Evol. Comput. 27 (6) (2023)
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang, Xin Yao
Knowledge Transfer Genetic Programming With Auxiliary Population for Solving Uncertain Capacitated Arc Routing Problem. IEEE Trans. Evol. Comput. 27 (2) (2023)
Ya-Hui Jia, Yi Mei, Mengjie Zhang
A Two-Stage Swarm Optimizer With Local Search for Water Distribution Network Optimization. IEEE Trans. Cybern. 53 (3) (2023)
Fangfang Zhang, Yi Mei, Mengjie Zhang
An Investigation of Terminal Settings on Multitask Multi-objective Dynamic Flexible Job Shop Scheduling with Genetic Programming. GECCO Companion (2023)
Jiyuan Pei, Hao Tong, Jialin Liu, Yi Mei, Xin Yao
Local Optima Correlation Assisted Adaptive Operator Selection. CoRR (2023)
Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang
Grammar-guided Linear Genetic Programming for Dynamic Job Shop Scheduling. GECCO (2023)
Yuan Tian, Tifan Xiong, Zhenyuan Liu, Yi Mei, Li Wan
Multi-Objective multi-skill resource-constrained project scheduling problem with skill switches: Model and evolutionary approaches. Comput. Ind. Eng. 167 (2022)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Collaborative Multifidelity-Based Surrogate Models for Genetic Programming in Dynamic Flexible Job Shop Scheduling. IEEE Trans. Cybern. 52 (8) (2022)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Phenotype Based Surrogate-Assisted Multi-objective Genetic Programming with Brood Recombination for Dynamic Flexible Job Shop Scheduling. SSCI (2022)
Fangfang Zhang, Yi Mei, Su Nguyen, Kay Chen Tan, Mengjie Zhang
Multitask Genetic Programming-Based Generative Hyperheuristics: A Case Study in Dynamic Scheduling. IEEE Trans. Cybern. 52 (10) (2022)
Ya-Hui Jia, Yi Mei, Mengjie Zhang
Contribution-Based Cooperative Co-Evolution for Nonseparable Large-Scale Problems With Overlapping Subcomponents. IEEE Trans. Cybern. 52 (6) (2022)
Ya-Hui Jia, Yi Mei, Mengjie Zhang
Confidence-Based Ant Colony Optimization for Capacitated Electric Vehicle Routing Problem With Comparison of Different Encoding Schemes. IEEE Trans. Evol. Comput. 26 (6) (2022)
João Guilherme Cavalcanti Costa, Yi Mei, Mengjie Zhang
Guided local search with an adaptive neighbourhood size heuristic for large scale vehicle routing problems. GECCO (2022)
Gaofeng Shi, Fangfang Zhang, Yi Mei
A Novel Fitness Function for Genetic Programming in Dynamic Flexible Job Shop Scheduling. CEC (2022)
Bo-Cheng Lin, Xiao-Fang Liu, Yi Mei
Efficient Extended Ant Colony Optimization for Capacitated Electric Vehicle Routing. SSCI (2022)
Guanqiang Gao, Bin Xin, Yi Mei, Shengyu Lu, Shuxin Ding
A multi-objective evolutionary algorithm with new reproduction and decomposition mechanisms for the multi-point dynamic aggregation problem. GECCO (2022)
Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang
A Further Investigation to Improve Linear Genetic Programming in Dynamic Job Shop Scheduling. SSCI (2022)
Taiwo Akindele, Boxiong Tan, Yi Mei, Hui Ma
Hybrid Grouping Genetic Algorithm for Large-Scale Two-Level Resource Allocation of Containers in the Cloud. AI (2022)
Xinye Cai, Qi Sun, Zhenhua Li, Yushun Xiao, Yi Mei, Qingfu Zhang, Xiaoping Li
Cooperative Coevolution With Knowledge-Based Dynamic Variable Decomposition for Bilevel Multiobjective Optimization. IEEE Trans. Evol. Comput. 26 (6) (2022)
Hayden Andersen, Andrew Lensen, Will N. Browne, Yi Mei
Evolving Counterfactual Explanations with Particle Swarm Optimization and Differential Evolution. CEC (2022)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Learning Strategies on Scheduling Heuristics of Genetic Programming in Dynamic Flexible Job Shop Scheduling. CEC (2022)
Guanqiang Gao, Yi Mei, Ya-Hui Jia, Will N. Browne, Bin Xin
Adaptive Coordination Ant Colony Optimization for Multipoint Dynamic Aggregation. IEEE Trans. Cybern. 52 (8) (2022)
Shaolin Wang, Yi Mei, Mengjie Zhang
Local ranking explanation for genetic programming evolved routing policies for uncertain capacitated Arc routing problems. GECCO (2022)
Meng Xu, Fangfang Zhang, Yi Mei, Mengjie Zhang
Genetic Programming with Multi-case Fitness for Dynamic Flexible Job Shop Scheduling. CEC (2022)
Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang
Graph-based linear genetic programming: a case study of dynamic scheduling. GECCO (2022)
Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang
Genetic programming with diverse partner selection for dynamic flexible job shop scheduling. GECCO Companion (2022)
Marko Durasevic, Domagoj Jakobovic, Yi Mei, Su Nguyen, Mengjie Zhang
Introduction to automated design of scheduling heuristics with genetic programming. GECCO Companion (2022)
Jiyuan Pei, Yi Mei, Jialin Liu, Xin Yao
An Investigation of Adaptive Operator Selection in Solving Complex Vehicle Routing Problem. PRICAI (1) (2022)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Importance-Aware Genetic Programming for Automated Scheduling Heuristics Learning in Dynamic Flexible Job Shop Scheduling. PPSN (2) (2022)
Jordan MacLachlan, Yi Mei, Fangfang Zhang, Mengjie Zhang
Genetic Programming for Vehicle Subset Selection in Ambulance Dispatching. CEC (2022)
Yuzhou Zhang, Yi Mei, Shihua Huang, Xin Zheng, Cuijuan Zhang
A Route Clustering and Search Heuristic for Large-Scale Multidepot-Capacitated Arc Routing Problem. IEEE Trans. Cybern. 52 (8) (2022)
Boxiong Tan, Hui Ma, Yi Mei, Mengjie Zhang
A Cooperative Coevolution Genetic Programming Hyper-Heuristics Approach for On-Line Resource Allocation in Container-Based Clouds. IEEE Trans. Cloud Comput. 10 (3) (2022)
Shaolin Wang, Yi Mei, Mengjie Zhang, Xin Yao
Genetic Programming With Niching for Uncertain Capacitated Arc Routing Problem. IEEE Trans. Evol. Comput. 26 (1) (2022)
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang
Genetic Programming With Knowledge Transfer and Guided Search for Uncertain Capacitated Arc Routing Problem. IEEE Trans. Evol. Comput. 26 (4) (2022)
Sai Panda, Yi Mei, Mengjie Zhang
Simplifying Dispatching Rules in Genetic Programming for Dynamic Job Shop Scheduling. EvoCOP (2022)
Guanqiang Gao, Yi Mei, Bin Xin, Ya-Hui Jia, Will N. Browne
Automated Coordination Strategy Design Using Genetic Programming for Dynamic Multipoint Dynamic Aggregation. IEEE Trans. Cybern. 52 (12) (2022)
Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang
Genetic Programming Hyper-heuristic with Gaussian Process-based Reference Point Adaption for Many-Objective Job Shop Scheduling. CEC (2022)
Zhixing Huang, Fangfang Zhang, Yi Mei, Mengjie Zhang
An Investigation of Multitask Linear Genetic Programming for Dynamic Job Shop Scheduling. EuroGP (2022)
Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang
Genetic Programming with Cluster Selection for Dynamic Flexible Job Shop Scheduling. CEC (2022)
Ya-Hui Jia, Yi Mei, Mengjie Zhang
A Bilevel Ant Colony Optimization Algorithm for Capacitated Electric Vehicle Routing Problem. IEEE Trans. Cybern. 52 (10) (2022)
Jordan MacLachlan, Yi Mei
Look-Ahead Genetic Programming for Uncertain Capacitated Arc Routing Problem. CEC (2021)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang, Kay Chen Tan
Surrogate-Assisted Evolutionary Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling. IEEE Trans. Evol. Comput. 25 (4) (2021)
Boxiong Tan, Hui Ma, Yi Mei, Mengjie Zhang
Evolutionary Multi-Objective Optimization for Web Service Location Allocation Problem. IEEE Trans. Serv. Comput. 14 (2) (2021)
Jiyuan Pei, Chengpeng Hu, Jialin Liu, Yi Mei, Xin Yao
Bi-Objective Splitting Delivery VRP with Loading Constraints and Restricted Access. SSCI (2021)
Yuzhou Zhang, Yi Mei, Buzhong Zhang, Keqin Jiang
Divide-and-conquer large scale capacitated arc routing problems with route cutting off decomposition. Inf. Sci. 553 (2021)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Correlation Coefficient-Based Recombinative Guidance for Genetic Programming Hyperheuristics in Dynamic Flexible Job Shop Scheduling. IEEE Trans. Evol. Comput. 25 (3) (2021)
Lin Li, Wei Fang, Yi Mei, Quan Wang
Cooperative coevolution for large-scale global optimization based on fuzzy decomposition. Soft Comput. 25 (5) (2021)
Shaolin Wang, Yi Mei, Mengjie Zhang
Two-stage multi-objective genetic programming with archive for uncertain capacitated arc routing problem. GECCO (2021)
João Guilherme Cavalcanti Costa, Yi Mei, Mengjie Zhang
Learning Initialisation Heuristic for Large Scale Vehicle Routing Problem with Genetic Programming. CEC (2021)
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang
Surrogate-Assisted Genetic Programming with Diverse Transfer for the Uncertain Capacitated Arc Routing Problem. CEC (2021)
Sai Panda, Yi Mei
Genetic Programming with Algebraic Simplification for Dynamic Job Shop Scheduling. CEC (2021)
João Guilherme Cavalcanti Costa, Yi Mei, Menzjie Zhang
Learning Penalisation Criterion of Guided Local Search for Large Scale Vehicle Routing Problem. SSCI (2021)
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang
A novel multi-task genetic programming approach to uncertain capacitated Arc routing problem. GECCO (2021)
Shaolin Wang, Yi Mei, Mengjie Zhang
A Multi-Objective Genetic Programming Approach with Self-Adaptive α Dominance to Uncertain Capacitated Arc Routing Problem. CEC (2021)
Meng Xu, Fangfang Zhang, Yi Mei, Mengjie Zhang
Genetic Programming with Archive for Dynamic Flexible Job Shop Scheduling. CEC (2021)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Evolving Scheduling Heuristics via Genetic Programming With Feature Selection in Dynamic Flexible Job-Shop Scheduling. IEEE Trans. Cybern. 51 (4) (2021)
Zhixing Huang, Yi Mei, Mengjie Zhang
Investigation of Linear Genetic Programming for Dynamic Job Shop Scheduling. SSCI (2021)
Guanqiang Gao, Bin Xin, Yi Mei, Shuxin Ding, Juan Li
A Hybrid Decomposition-based Multi-objective Evolutionary Algorithm for the Multi-Point Dynamic Aggregation Problem. CoRR (2021)
João Guilherme Cavalcanti Costa, Yi Mei, Mengjie Zhang
An Evolutionary Hyper-Heuristic Approach to the Large Scale Vehicle Routing Problem. CEC (2021)
Shaolin Wang, Yi Mei, Mengjie Zhang
An Improved Multi-Objective Genetic Programming Hyper-Heuristic with Archive for Uncertain Capacitated Arc Routing Problem. SSCI (2021)
Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li, Michael Narag
Substituting clinical features using synthetic medical phrases: Medical text data augmentation techniques. Artif. Intell. Medicine 120 (2021)
Binzi Xu, Yi Mei, Yan Wang, Zhicheng Ji, Mengjie Zhang
Genetic Programming with Delayed Routing for Multiobjective Dynamic Flexible Job Shop Scheduling. Evol. Comput. 29 (1) (2021)
Fergus Currie, Yi Mei, Mengjie Zhang, Maren Wellenreuther, Linley Jesson
An Investigation on Multi-Objective Fish Breeding Program Design. SSCI (2021)
Shaolin Wang, Yi Mei, Mengjie Zhang
Towards Interpretable Routing Policy: A Two Stage Multi-Objective Genetic Programming Approach with Feature Selection for Uncertain Capacitated Arc Routing Problem. SSCI (2020)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Guided Subtree Selection for Genetic Operators in Genetic Programming for Dynamic Flexible Job Shop Scheduling. EuroGP (2020)
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang
Diversity-driven Knowledge Transfer for GPHH to Solve Uncertain Capacitated Arc Routing Problem. SSCI (2020)
Yuxin Liu, Yi Mei, Mengjie Zhang, Zili Zhang
A Predictive-Reactive Approach with Genetic Programming and Cooperative Coevolution for the Uncertain Capacitated Arc Routing Problem. Evol. Comput. 28 (2) (2020)
João Guilherme Cavalcanti Costa, Yi Mei, Mengjie Zhang
Adaptive Search Space through Evolutionary Hyper-Heuristics for the Large-Scale Vehicle Routing Problem. SSCI (2020)
Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang
A Fitness-based Selection Method for Pareto Local Search for Many-Objective Job Shop Scheduling. CEC (2020)
Jordan MacLachlan, Yi Mei, Jürgen Branke, Mengjie Zhang
Genetic Programming Hyper-Heuristics with Vehicle Collaboration for Uncertain Capacitated Arc Routing Problems. Evol. Comput. 28 (4) (2020)
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang
A Parametric Framework for Genetic Programming with Transfer Learning for Uncertain Capacitated Arc Routing Problem. Australasian Conference on Artificial Intelligence (2020)
Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li
A Dictionary-based Oversampling Approach to Clinical Document Classification on Small and Imbalanced Dataset. WI/IAT (2020)
João Guilherme Cavalcanti Costa, Yi Mei, Mengjie Zhang
Cluster-based Hyper-Heuristic for Large-Scale Vehicle Routing Problem. CEC (2020)
Boxiong Tan, Hui Ma, Yi Mei
A Group Genetic Algorithm for Resource Allocation in Container-Based Clouds. EvoCOP (2020)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
Genetic Programming with Adaptive Search Based on the Frequency of Features for Dynamic Flexible Job Shop Scheduling. EvoCOP (2020)
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang
Genetic Programming Hyper-Heuristics with Probabilistic Prototype Tree Knowledge Transfer for Uncertain Capacitated Arc Routing Problems. CEC (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yi Mei