Yi Mei

301 papers A* 2A 24B 75C 1Misc 2Journal 126Unranked 68
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Novel Multi-Objective Memetic Algorithm for Multi-Task Fuzzy Flexible Job Shop Scheduling.
IEEE Trans. Emerg. Top. Comput. Intell.
Shaojin Geng, Yi Mei, Fangfang Zhang, Lei Wang, Qidi Wu, Mengjie Zhang
2026 J jnl
Adaptive Similarity Feature Construction for Ontology Matching via Multilayer Hybrid Genetic Programming.
IEEE Trans. Evol. Comput.
Xingsi Xue, Yi Mei, Baozhong Zhao, Mengjie Zhang
2026 J jnl
Cooperative Coevolution Genetic Programming for Dynamic Joint Workflow Scheduling and Container Scaling in Cloud-Fog Computing.
IEEE Trans. Serv. Comput.
Zai-Xing Sun, Fangfang Zhang, Yi Mei, Hejiao Huang, Chonglin Gu, Bin Wang, Mengjie Zhang
2026 J jnl
From Human Interfaces to Agent Interfaces: Rethinking Software Design in the Age of AI-Native Systems.
CoRR
Shaolin Wang, Yi Mei, Haoyang Che, He Jiang, Shui Yu, Ying Gu
2026 J jnl
Genetic programming with advanced diverse partner selection for dynamic scheduling.
Expert Syst. Appl.
Meng Xu, Yi Mei, Fangfang Zhang, Yew Soon Ong, Mengjie Zhang
2026 J jnl
HEATACO: Heatmap-Guided Ant Colony Decoding for Large-Scale Travelling Salesman Problems.
CoRR
Bo-Cheng Lin, Yi Mei, Mengjie Zhang
2026 J jnl
Investigation of the Generalisation Ability of Genetic Programming-evolved Scheduling Rules in Dynamic Flexible Job Shop Scheduling.
CoRR
Luyao Zhu, Fangfang Zhang, Yi Mei, Mengjie Zhang
2026 J jnl
Keep Rehearsing and Refining: Lifelong Learning Vehicle Routing under Continually Drifting Tasks.
CoRR
Jiyuan Pei, Yi Mei, Jialin Liu, Mengjie Zhang, Xin Yao
2026 J jnl
Niching Genetic Programming to Learn Actions for Deep Reinforcement Learning in Dynamic Flexible Scheduling.
IEEE Trans. Evol. Comput.
Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang
2026 J jnl
Overlooked Safety Vulnerability in LLMs: Malicious Intelligent Optimization Algorithm Request and its Jailbreak.
CoRR
Haoran Gu, Handing Wang, Yi Mei, Mengjie Zhang, Yaochu Jin
2026 B ed.
PRICAI 2025: Trends in Artificial Intelligence - 22nd Pacific Rim International Conference on Artificial Intelligence, PRICAI 2025, Wellington, New Zealand, November 17-21, 2025, Proceedings, Part I
PRICAI
Yi Mei, Chao Qian, Quan Bai, Bing Xue, Sankalp Khanna
2026 B ed.
PRICAI 2025: Trends in Artificial Intelligence - 22nd Pacific Rim International Conference on Artificial Intelligence, PRICAI 2025, Wellington, New Zealand, November 17-21, 2025, Proceedings, Part II
PRICAI
Yi Mei, Chao Qian, Quan Bai, Bing Xue, Sankalp Khanna
2026 — ed.
PRICAI 2025: Trends in Artificial Intelligence - 22nd Pacific Rim International Conference on Artificial Intelligence, PRICAI 2025, Wellington, New Zealand, November 17-21, 2025, Proceedings, Part IV
PRICAI (4)
Yi Mei, Chao Qian, Quan Bai, Bing Xue, Sankalp Khanna
2026 A* conf
ParetoHqD: Fast Offline Multiobjective Alignment of Large Language Models Using Pareto High-Quality Data.
AAAI
Haoran Gu, Handing Wang, Yi Mei, Mengjie Zhang, Yaochu Jin
2026 J jnl
Scalable Knee-Point Guided Activity Group Selection in Multi-Tree Genetic Programming for Dynamic Multi-Mode Project Scheduling.
CoRR
Yuan Tian, Yi Mei, Mengjie Zhang
2026 J jnl
Soft Parameter Sharing Model for Cross-Problem Generalization in Vehicle Routing Problems.
IEEE Trans. Artif. Intell.
Yang Wang, Ya-Hui Jia, Wei-Neng Chen, Yi Mei
2026 J jnl
Surrogate-Assisted Genetic Programming with Rank-Based Phenotypic Characterisation for Dynamic Multi-Mode Project Scheduling.
CoRR
Yuan Tian, Yi Mei, Mengjie Zhang
2025 A conf
A Multiform Many-Objective Genetic Programming Method for Dynamic Flexible Job Shop Scheduling.
GECCO
Junwei Pang, Yi Mei, Mengjie Zhang
2025 J jnl
A Neural Solver With Traversal-Based Feature Representation and Adjacent Attention for Capacitated Arc Routing Problem.
IEEE Trans. Intell. Transp. Syst.
Ya-Hui Jia, Qiquan Zheng, Yang Wang, Yi Mei, Wei-Neng Chen, Zhenhong Lin
2025 J jnl
Adaptive Operator Selection for Meta-Heuristics: A Survey.
IEEE Trans. Artif. Intell.
Jiyuan Pei, Yi Mei, Jialin Liu, Mengjie Zhang, Xin Yao
2025 — conf
Advancing Rubric-Based Automated Essay Scoring with Multi-view BERT: A Case Study in New Zealand.
PAKDD (7)
Jie Dong, Xiaoying Gao, Yi Mei
2025 Misc conf
An Investigation of Feature-Grouping for Robust SHAP Explanations in IoT Intrusion Detection.
ITNAC
Dedy Hendro, Yi Mei, Ian Welch
2025 J jnl
An evolutionary optimization-learning hybrid algorithm for energy resource management.
Swarm Evol. Comput.
Rui Qi, Ya-Hui Jia, Wei-Neng Chen, Ying Bi, Yi Mei
2025 J jnl
Automated design of state transition rules in ant colony optimization by genetic programming: a comprehensive investigation.
Memetic Comput.
Bo-Cheng Lin, Yi Mei, Mengjie Zhang
2025 J jnl
Bridging Fitness With Search Spaces By Fitness Supremums: A Theoretical Study on LGP.
CoRR
Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang, Wolfgang Banzhaf
2025 B conf
Curriculum Learning in Genetic Programming Guided Local Search for Large-scale Vehicle Routing Problems.
CEC
Saining Liu, Yi Mei, Mengjie Zhang
2025 J jnl
Curriculum Learning in Genetic Programming Guided Local Search for Large-scale Vehicle Routing Problems.
CoRR
Saining Liu, Yi Mei, Mengjie Zhang
2025 J jnl
Distance-Aware Attention Reshaping for Enhancing Generalization of Neural Solvers.
IEEE Trans. Neural Networks Learn. Syst.
Yang Wang, Ya-Hui Jia, Wei-Neng Chen, Yi Mei
2025 B conf
Diverse Counterfactual Explanations by Differential Evolution with Ablation Strategies for Uncertain Capacitated Arc Routing Problem.
CEC
Shaolin Wang, Haoyang Che, He Jiang, Yi Mei, Yi Liu, Ying Gu
2025 J jnl
DyRo-MCTS: A Robust Monte Carlo Tree Search Approach to Dynamic Job Shop Scheduling.
CoRR
Ruiqi Chen, Yi Mei, Fangfang Zhang, Mengjie Zhang
2025 J jnl
Dynamic cooperative scheduling toward distributed and reconfigurable manufacturing via multi-agent deep reinforcement learning.
Swarm Evol. Comput.
Shengluo Yang, Zhigang Xu, Fangfang Zhang, Yi Mei, Quanke Pan, Mengjie Zhang
2025 J jnl
Emergency Scheduling of Aerial Vehicles via Graph Neural Neighborhood Search.
IEEE Trans. Artif. Intell.
Tong Guo, Yi Mei, Wenbo Du, Yisheng Lv, Yumeng Li, Tao Song
2025 — conf
Evolutionary Computation meets Machine Learning for Combinatorial Optimisation.
GECCO Companion
Yi Mei, Günther R. Raidl
2025 J jnl
Fitness Landscape Optimization Makes Stochastic Symbolic Search by Genetic Programming Easier.
IEEE Trans. Evol. Comput.
Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang, Wolfgang Banzhaf
2025 J jnl
GAMA: A Neural Neighborhood Search Method with Graph-aware Multi-modal Attention for Vehicle Routing Problem.
CoRR
Xiangling Chen, Yi Mei, Mengjie Zhang
2025 J jnl
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy.
CoRR
Xiao-Cheng Liao, Yi Mei, Mengjie Zhang
2025 J jnl
Generalized Phase Pressure Control Enhanced Reinforcement Learning for Traffic Signal Control.
CoRR
Xiao-Cheng Liao, Yi Mei, Mengjie Zhang, Xiang-Ling Chen
2025 — conf
Generating (Semi-)active Schedules for Dynamic Multi-mode Project Scheduling Using Genetic Programming Hyper-heuristics.
EvoCOP@EvoStar
Yuan Tian, Yi Mei, Mengjie Zhang
2025 B conf
Genetic Programming Hyper-Heuristic for the Dynamic Electric Dial-a-Ride Problem.
CEC
William Huang, Yi Mei, Günther R. Raidl, Fangfang Zhang, Laurenz Tomandl, Steffen Limmer, Mengjie Zhang, Tobias Rodemann
2025 J jnl
Genetic Programming With Multifidelity Surrogates for Large-Scale Dynamic Air Traffic Flow Management.
IEEE Trans. Evol. Comput.
Tong Guo, Yi Mei, Mengjie Zhang, Ruofei Sun, Yanbo Zhu, Wenbo Du
2025 — conf
Genetic Programming as a Hyper-Heuristic for Solving Combinatorial Optimisation Problems.
GECCO Companion
Marko Durasevic, Francisco Javier Gil Gala, Domagoj Jakobovic, Yi Mei
2025 B conf
Genetic Programming with Activity Group Selection for Dynamic Multi-mode Resource-Constrained Project Scheduling Problems.
CEC
Yuan Tian, Yi Mei, Mengjie Zhang
2025 J jnl
Genetic Programming with Model Driven Dimension Repair for Learning Interpretable Appointment Scheduling Rules.
CoRR
Huan Zhang, Yang Wang, Ya-Hui Jia, Yi Mei
2025 J jnl
Guest Editorial: Advancing Computational Intelligence in Autonomous Learning and Optimization Systems [Guest Editorial].
IEEE Comput. Intell. Mag.
Yaqing Hou, Liang Feng, Yi Mei
2025 B conf
Investigation of Decision Making with Scheduling Rules Learned via Genetic Programming for Dynamic Flexible Job Shop Scheduling.
CEC
Luyao Zhu, Fangfang Zhang, Yi Mei, Mengjie Zhang
2025 J jnl
Learn to optimise for job shop scheduling: a survey with comparison between genetic programming and reinforcement learning.
Artif. Intell. Rev.
Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang
2025 A conf
Learning Adaptive Neighborhood Search with Dual Operator Selection for Capacitated Vehicle Routing Problem.
GECCO
Xiang-Ling Chen, Yi Mei, Mengjie Zhang
2025 J jnl
Learning to Communicate Among Agents for Large-Scale Dynamic Path Planning With Genetic Programming Hyperheuristic.
IEEE Trans. Artif. Intell.
Xiao-Cheng Liao, Xiao-Min Hu, Xiang-Ling Chen, Yi Mei, Ya-Hui Jia, Wei-Neng Chen
2025 J jnl
Learning-Aided Neighborhood Search for Vehicle Routing Problems.
IEEE Trans. Pattern Anal. Mach. Intell.
Tong Guo, Yi Mei, Mengjie Zhang, Haoran Zhao, Kaiquan Cai, Wenbo Du
2025 A* conf
LiBOG: Lifelong Learning for Black-Box Optimizer Generation.
IJCAI
Jiyuan Pei, Yi Mei, Jialin Liu, Mengjie Zhang
2025 J jnl
LiBOG: Lifelong Learning for Black-Box Optimizer Generation.
CoRR
Jiyuan Pei, Yi Mei, Jialin Liu, Mengjie Zhang
2025 J jnl
Lifelong Learning with Behavior Consolidation for Vehicle Routing.
CoRR
Jiyuan Pei, Yi Mei, Jialin Liu, Mengjie Zhang, Xin Yao
2025 J jnl
Machine learning for genomic prediction of growth traits in aquaculture: a case study of the Australasian snapper (Chrysophrys auratus).
BMC Bioinform.
Ze Chen, Julie Blommaert, Yi Mei, Linley Jesson, Maren Wellenreuther, Mengjie Zhang
2025 — conf
Multi-tree Genetic Programming for Dynamic Tugboat Scheduling.
EvoApplications (2)
Xinxin Xu, Fangfang Zhang, Yi Mei, Mengjie Zhang, Huili Gong, Xiangqian Ding
2025 J jnl
Multiobjective Dynamic Flexible Job Shop Scheduling With Biased Objectives via Multitask Genetic Programming.
IEEE Trans. Artif. Intell.
Fangfang Zhang, Gaofeng Shi, Yi Mei, Mengjie Zhang
2025 J jnl
Multistage Particle Swarm Optimization for Heterogeneous Multipoint Dynamic Aggregation.
IEEE Trans. Syst. Man Cybern. Syst.
Shihao Dai, Ya-Hui Jia, Wei-Neng Chen, Yi Mei, Qiang Yang
2025 J jnl
One Trigger Token Is Enough: A Defense Strategy for Balancing Safety and Usability in Large Language Models.
CoRR
Haoran Gu, Handing Wang, Yi Mei, Mengjie Zhang, Yaochu Jin
2025 J jnl
ParetoHqD: Fast Offline Multiobjective Alignment of Large Language Models using Pareto High-quality Data.
CoRR
Haoran Gu, Handing Wang, Yi Mei, Mengjie Zhang, Yaochu Jin
2025 B conf
Preference-Based Multi-Objective Genetic Programming for Energy-Efficient Dynamic Flexible Job Shop Scheduling.
CEC
Zhuoyin Qiao, Fangfang Zhang, Yi Mei, Mengjie Zhang
2025 — conf
Scalable Knee-Point Guided Activity Group Selection in Multi-tree Genetic Programming for Dynamic Multi-Mode Project Scheduling.
PRICAI (4)
Yuan Tian, Yi Mei, Mengjie Zhang
2025 — conf
Scheduling Heuristic Learning via Genetic Programming for Dynamic Flexible Job Shop Scheduling with Heterogeneous Batch Arrivals.
PRICAI (4)
Luyao Zhu, Fangfang Zhang, Yi Mei, Mengjie Zhang, Ruibin Bai
2025 J jnl
Surrogate-Assisted Neighborhood Search With Only a Few Weight Vectors for Expensive Large-Scale Multiobjective Binary Optimization.
IEEE Trans. Evol. Comput.
Haoran Gu, Handing Wang, Yi Mei, Mengjie Zhang, Yaochu Jin
2025 J jnl
SymLight: Exploring Interpretable and Deployable Symbolic Policies for Traffic Signal Control.
CoRR
Xiao-Cheng Liao, Yi Mei, Mengjie Zhang
2025 J jnl
Terminal normalization in genetic programming for dynamic flexible job shop scheduling.
Swarm Evol. Comput.
Binzi Xu, Xinyu Cao, Shuwen Zhang, Jiangping Shen, Chaohua Wang, Songhua Wang, Dengchao Huang, Chun Wang, Yi Mei, Yan Wang
2025 J jnl
Toward Evolving Dispatching Rules With Flow Control Operations by Grammar-Guided Linear Genetic Programming.
IEEE Trans. Evol. Comput.
Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang
2024 J jnl
A Collaborative Drone-Truck Delivery System With Memetic Computing Optimization.
IEEE Trans. Syst. Man Cybern. Syst.
Ruonan Zhai, Yi Mei, Tong Guo, Wenbo Du
2024 — conf
A Cooperative Coevolution Neural Architecture Search Approach for Evolving Convolutional Neural Networks.
GECCO Companion
Trevor Londt, Xiaoying Gao, Yi Mei
2024 J jnl
A Knee-Guided Evolutionary Algorithm for Multi-Objective Air Traffic Flow Management.
IEEE Trans. Evol. Comput.
Tong Guo, Yi Mei, Ke Tang, Wenbo Du
2024 — conf
A Preliminary Counterfactual Explanation Method for Genetic Programming-Evolved Rules: A Case Study on Uncertain Capacitated Arc Routing Problem.
GECCO Companion
Shaolin Wang, Yi Mei, Mengjie Zhang
2024 B conf
An Ontology-based Three-Stage Approach to Medical Text classification with Feature Selection by Particle Swarm Optimisation.
KES
Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li, Michael Narag
2024 J jnl
Bridging directed acyclic graphs to linear representations in linear genetic programming: a case study of dynamic scheduling.
Genet. Program. Evolvable Mach.
Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang, Wolfgang Banzhaf
2024 J jnl
Cooperative Co-Evolution for Large-Scale Multiobjective Air Traffic Flow Management.
IEEE Trans. Evol. Comput.
Tong Guo, Yi Mei, Ke Tang, Wenbo Du
2024 J jnl
Distance-aware Attention Reshaping: Enhance Generalization of Neural Solver for Large-scale Vehicle Routing Problems.
CoRR
Yang Wang, Ya-Hui Jia, Wei-Neng Chen, Yi Mei
2024 J jnl
Emergent Crowd Grouping via Heuristic Self-Organization.
CoRR
Xiao-Cheng Liao, Wei-Neng Chen, Xiang-Ling Chen, Yi Mei
2024 — conf
Evolutionary Computation meets Machine Learning for Combinatorial Optimisation.
GECCO Companion
Yi Mei, Günther R. Raidl
2024 — conf
Evolving Scheduling Heuristics for Energy-Efficient Dynamic Workflow Scheduling in Cloud via Genetic Programming Hyper-Heuristics.
ICIC (1)
Zai-Xing Sun, Fangfang Zhang, Yi Mei, Hejiao Huang, Chonglin Gu, Bin Qian, Mengjie Zhang
2024 J jnl
Explaining Genetic Programming-Evolved Routing Policies for Uncertain Capacitated Arc Routing Problems.
IEEE Trans. Evol. Comput.
Shaolin Wang, Yi Mei, Mengjie Zhang
2024 — conf
GPGLS: Genetic Programming Guided Local Search for Large-Scale Vehicle Routing Problems.
PPSN (1)
Saining Liu, João Guilherme Cavalcanti Costa, Yi Mei, Mengjie Zhang
2024 J jnl
Genetic Programming With Lexicase Selection for Large-Scale Dynamic Flexible Job Shop Scheduling.
IEEE Trans. Evol. Comput.
Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang
2024 J jnl
Genetic Programming and Reinforcement Learning on Learning Heuristics for Dynamic Scheduling: A Preliminary Comparison.
IEEE Comput. Intell. Mag.
Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang
2024 J jnl
Genetic Programming for Dynamic Flexible Job Shop Scheduling: Evolution With Single Individuals and Ensembles.
IEEE Trans. Evol. Comput.
Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang
2024 J jnl
Improving Critical Node Detection Using Neural Network-based Initialization in a Genetic Algorithm.
CoRR
Chanjuan Liu, Shike Ge, Zhihan Chen, Wenbin Pei, Enqiang Zhu, Yi Mei, Hisao Ishibuchi
2024 — conf
Intepretable Local Explanations Through Genetic Programming.
GECCO Companion
Hayden Andersen, Andrew Lensen, Will N. Browne, Yi Mei
2024 B conf
Learning Heuristics via Genetic Programming for Multi-Mode Resource-Constrained Project Scheduling.
CEC
Yuan Tian, Yi Mei, Mengjie Zhang
2024 A conf
Learning Traffic Signal Control via Genetic Programming.
GECCO
Xiao-Cheng Liao, Yi Mei, Mengjie Zhang
2024 J jnl
Learning Traffic Signal Control via Genetic Programming.
CoRR
Xiao-Cheng Liao, Yi Mei, Mengjie Zhang
2024 A conf
Learning from Offline and Online Experiences: A Hybrid Adaptive Operator Selection Framework.
GECCO
Jiyuan Pei, Jialin Liu, Yi Mei
2024 J jnl
Learning from Offline and Online Experiences: A Hybrid Adaptive Operator Selection Framework.
CoRR
Jiyuan Pei, Jialin Liu, Yi Mei
2024 B conf
Multi-Objective Genetic-Programming Hyper-Heuristic for Evolving Interpretable Flexible Job Shop Scheduling Rules.
CEC
Junwei Pang, Yi Mei, Mengjie Zhang
2024 J jnl
Multi-Representation Genetic Programming: A Case Study on Tree-based and Linear Representations.
CoRR
Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang, Wolfgang Banzhaf
2024 J jnl
Multi-Tree Genetic Programming Hyper-Heuristic for Dynamic Flexible Workflow Scheduling in Multi-Clouds.
IEEE Trans. Serv. Comput.
Zai-Xing Sun, Yi Mei, Fangfang Zhang, Hejiao Huang, Chonglin Gu, Mengjie Zhang
2024 J jnl
Multitask Linear Genetic Programming With Shared Individuals and Its Application to Dynamic Job Shop Scheduling.
IEEE Trans. Evol. Comput.
Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang
2024 — conf
Neural Network Surrogate Based on Binary Classification for Assisting Genetic Programming in Searching Scheduling Heuristic.
PRICAI (1)
Ruiqi Chen, Yi Mei, Fangfang Zhang, Mengjie Zhang
2024 J jnl
Semantic Linear Genetic Programming for Symbolic Regression.
IEEE Trans. Cybern.
Zhixing Huang, Yi Mei, Jinghui Zhong
2024 J jnl
Survey on Genetic Programming and Machine Learning Techniques for Heuristic Design in Job Shop Scheduling.
IEEE Trans. Evol. Comput.
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2023 J jnl
A Multi-Objective Genetic Programming Algorithm With α Dominance and Archive for Uncertain Capacitated Arc Routing Problem.
IEEE Trans. Evol. Comput.
Shaolin Wang, Yi Mei, Mengjie Zhang
2023 — conf
A Semantic Genetic Programming Approach to Evolving Heuristics for Multi-objective Dynamic Scheduling.
AI (2)
Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang
2023 — conf
A Two-Stage Hybrid GA-Cellular Encoding Approach to Neural Architecture Search.
SSCI
Trevor Londt, Xiaoying Gao, Peter Andreae, Yi Mei
2023 J jnl
A Two-Stage Swarm Optimizer With Local Search for Water Distribution Network Optimization.
IEEE Trans. Cybern.
Ya-Hui Jia, Yi Mei, Mengjie Zhang
2023 J jnl
A multi-objective memetic algorithm with adaptive local search for airspace complexity mitigation.
Swarm Evol. Comput.
Biyue Li, Tong Guo, Yi Mei, Yumeng Li, Jun Chen, Yu Zhang, Ke Tang, Wenbo Du
2023 — conf
Adaptive Particle Swarm Optimization with Local Search for Multi-robot Multi-point Dynamic Aggregation.
GECCO Companion
Shihao Dai, Ya-Hui Jia, Wei-Neng Chen, Yi Mei
2023 — conf
An Investigation of Terminal Settings on Multitask Multi-objective Dynamic Flexible Job Shop Scheduling with Genetic Programming.
GECCO Companion
Fangfang Zhang, Yi Mei, Mengjie Zhang
2023 J jnl
Decomposition-Based Lin-Kernighan Heuristic With Neighborhood Structure Transfer for Multi/Many-Objective Traveling Salesman Problem.
IEEE Trans. Evol. Comput.
Xinye Cai, Kang Wang, Yi Mei, Zhenhua Li, Jun Zhao, Qingfu Zhang
2023 J jnl
Explainable Artificial Intelligence by Genetic Programming: A Survey.
IEEE Trans. Evol. Comput.
Yi Mei, Qi Chen, Andrew Lensen, Bing Xue, Mengjie Zhang
2023 J jnl
Genetic Programming for Dynamic Workflow Scheduling in Fog Computing.
IEEE Trans. Serv. Comput.
Meng Xu, Yi Mei, Shiqiang Zhu, Beibei Zhang, Tian Xiang, Fangfang Zhang, Mengjie Zhang
2023 — conf
Genetic Programming with Adaptive Reference Points for Pareto Local Search in Many-Objective Job Shop Scheduling.
AI (2)
Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang
2023 A conf
Grammar-guided Linear Genetic Programming for Dynamic Job Shop Scheduling.
GECCO
Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang
2023 J jnl
Instance-Rotation-Based Surrogate in Genetic Programming With Brood Recombination for Dynamic Job-Shop Scheduling.
IEEE Trans. Evol. Comput.
Fangfang Zhang, Yi Mei, Su Nguyen, Kay Chen Tan, Mengjie Zhang
2023 B conf
Interpretability-Aware Multi-Objective Genetic Programming for Scheduling Heuristics Learning in Dynamic Flexible Job Shop Scheduling.
CEC
Gaofeng Shi, Fangfang Zhang, Yi Mei
2023 J jnl
Knowledge Transfer Genetic Programming With Auxiliary Population for Solving Uncertain Capacitated Arc Routing Problem.
IEEE Trans. Evol. Comput.
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang, Xin Yao
2023 A conf
Learning Emergency Medical Dispatch Policies Via Genetic Programming.
GECCO
Jordan MacLachlan, Yi Mei, Fangfang Zhang, Mengjie Zhang, Jessica Signal
2023 J jnl
Learning Heuristics With Different Representations for Stochastic Routing.
IEEE Trans. Cybern.
Ya-Hui Jia, Yi Mei, Mengjie Zhang
2023 A conf
Learning to Select Initialisation Heuristic for Vehicle Routing Problems.
GECCO
João Guilherme Cavalcanti Costa, Yi Mei, Mengjie Zhang
2023 A conf
Local Optima Correlation Assisted Adaptive Operator Selection.
GECCO
Jiyuan Pei, Hao Tong, Jialin Liu, Yi Mei, Xin Yao
2023 J jnl
Local Optima Correlation Assisted Adaptive Operator Selection.
CoRR
Jiyuan Pei, Hao Tong, Jialin Liu, Yi Mei, Xin Yao
2023 — conf
Multi-Objective Genetic Programming based on Decomposition on Evolving Scheduling Heuristics for Dynamic Scheduling.
GECCO Companion
Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang
2023 J jnl
Multitask Multiobjective Genetic Programming for Automated Scheduling Heuristic Learning in Dynamic Flexible Job-Shop Scheduling.
IEEE Trans. Cybern.
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2023 A conf
Producing Diverse Rashomon Sets of Counterfactual Explanations with Niching Particle Swarm Optimization Algorithms.
GECCO
Hayden Andersen, Andrew Lensen, Will N. Browne, Yi Mei
2023 J jnl
RoCaSH2: An Effective Route Clustering and Search Heuristic for Large-Scale Multi-Depot Capacitated Arc Routing Problem.
IEEE Comput. Intell. Mag.
Yuzhou Zhang, Yi Mei, Haiqi Zhang, Qinghua Cai, Haifeng Wu
2023 J jnl
Task Relatedness-Based Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling.
IEEE Trans. Evol. Comput.
Fangfang Zhang, Yi Mei, Su Nguyen, Kay Chen Tan, Mengjie Zhang
2023 — conf
XC-NAS: A New Cellular Encoding Approach for Neural Architecture Search of Multi-path Convolutional Neural Networks.
AI (2)
Trevor Londt, Xiaoying Gao, Peter Andreae, Yi Mei
2023 J jnl
XC-NAS: A New Cellular Encoding Approach for Neural Architecture Search of Multi-path Convolutional Neural Networks.
CoRR
Trevor Londt, Xiaoying Gao, Peter Andreae, Yi Mei
2022 J jnl
A Bilevel Ant Colony Optimization Algorithm for Capacitated Electric Vehicle Routing Problem.
IEEE Trans. Cybern.
Ya-Hui Jia, Yi Mei, Mengjie Zhang
2022 J jnl
A Cooperative Coevolution Genetic Programming Hyper-Heuristics Approach for On-Line Resource Allocation in Container-Based Clouds.
IEEE Trans. Cloud Comput.
Boxiong Tan, Hui Ma, Yi Mei, Mengjie Zhang
2022 — conf
A Further Investigation to Improve Linear Genetic Programming in Dynamic Job Shop Scheduling.
SSCI
Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang
2022 B conf
A Novel Fitness Function for Genetic Programming in Dynamic Flexible Job Shop Scheduling.
CEC
Gaofeng Shi, Fangfang Zhang, Yi Mei
2022 J jnl
A Route Clustering and Search Heuristic for Large-Scale Multidepot-Capacitated Arc Routing Problem.
IEEE Trans. Cybern.
Yuzhou Zhang, Yi Mei, Shihua Huang, Xin Zheng, Cuijuan Zhang
2022 A conf
A multi-objective evolutionary algorithm with new reproduction and decomposition mechanisms for the multi-point dynamic aggregation problem.
GECCO
Guanqiang Gao, Bin Xin, Yi Mei, Shengyu Lu, Shuxin Ding
2022 J jnl
Adaptive Coordination Ant Colony Optimization for Multipoint Dynamic Aggregation.
IEEE Trans. Cybern.
Guanqiang Gao, Yi Mei, Ya-Hui Jia, Will N. Browne, Bin Xin
2022 — conf
An Investigation of Adaptive Operator Selection in Solving Complex Vehicle Routing Problem.
PRICAI (1)
Jiyuan Pei, Yi Mei, Jialin Liu, Xin Yao
2022 B conf
An Investigation of Multitask Linear Genetic Programming for Dynamic Job Shop Scheduling.
EuroGP
Zhixing Huang, Fangfang Zhang, Yi Mei, Mengjie Zhang
2022 J jnl
Automated Coordination Strategy Design Using Genetic Programming for Dynamic Multipoint Dynamic Aggregation.
IEEE Trans. Cybern.
Guanqiang Gao, Yi Mei, Bin Xin, Ya-Hui Jia, Will N. Browne
2022 J jnl
Collaborative Multifidelity-Based Surrogate Models for Genetic Programming in Dynamic Flexible Job Shop Scheduling.
IEEE Trans. Cybern.
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2022 J jnl
Confidence-Based Ant Colony Optimization for Capacitated Electric Vehicle Routing Problem With Comparison of Different Encoding Schemes.
IEEE Trans. Evol. Comput.
Ya-Hui Jia, Yi Mei, Mengjie Zhang
2022 J jnl
Contribution-Based Cooperative Co-Evolution for Nonseparable Large-Scale Problems With Overlapping Subcomponents.
IEEE Trans. Cybern.
Ya-Hui Jia, Yi Mei, Mengjie Zhang
2022 J jnl
Cooperative Coevolution With Knowledge-Based Dynamic Variable Decomposition for Bilevel Multiobjective Optimization.
IEEE Trans. Evol. Comput.
Xinye Cai, Qi Sun, Zhenhua Li, Yushun Xiao, Yi Mei, Qingfu Zhang, Xiaoping Li
2022 — conf
Efficient Extended Ant Colony Optimization for Capacitated Electric Vehicle Routing.
SSCI
Bo-Cheng Lin, Xiao-Fang Liu, Yi Mei
2022 B conf
Evolving Counterfactual Explanations with Particle Swarm Optimization and Differential Evolution.
CEC
Hayden Andersen, Andrew Lensen, Will N. Browne, Yi Mei
2022 B conf
Genetic Programming Hyper-heuristic with Gaussian Process-based Reference Point Adaption for Many-Objective Job Shop Scheduling.
CEC
Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang
2022 J jnl
Genetic Programming With Knowledge Transfer and Guided Search for Uncertain Capacitated Arc Routing Problem.
IEEE Trans. Evol. Comput.
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang
2022 J jnl
Genetic Programming With Niching for Uncertain Capacitated Arc Routing Problem.
IEEE Trans. Evol. Comput.
Shaolin Wang, Yi Mei, Mengjie Zhang, Xin Yao
2022 B conf
Genetic Programming for Vehicle Subset Selection in Ambulance Dispatching.
CEC
Jordan MacLachlan, Yi Mei, Fangfang Zhang, Mengjie Zhang
2022 B conf
Genetic Programming with Cluster Selection for Dynamic Flexible Job Shop Scheduling.
CEC
Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang
2022 B conf
Genetic Programming with Multi-case Fitness for Dynamic Flexible Job Shop Scheduling.
CEC
Meng Xu, Fangfang Zhang, Yi Mei, Mengjie Zhang
2022 — conf
Genetic programming with diverse partner selection for dynamic flexible job shop scheduling.
GECCO Companion
Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang
2022 A conf
Graph-based linear genetic programming: a case study of dynamic scheduling.
GECCO
Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang
2022 A conf
Guided local search with an adaptive neighbourhood size heuristic for large scale vehicle routing problems.
GECCO
João Guilherme Cavalcanti Costa, Yi Mei, Mengjie Zhang
2022 Misc conf
Hybrid Grouping Genetic Algorithm for Large-Scale Two-Level Resource Allocation of Containers in the Cloud.
AI
Taiwo Akindele, Boxiong Tan, Yi Mei, Hui Ma
2022 J jnl
Hybrid meta-heuristics for the unrelated parallel machine scheduling problem with setup times.
Knowl. Based Syst.
Wei Fang, Haolin Zhu, Yi Mei
2022 — conf
Importance-Aware Genetic Programming for Automated Scheduling Heuristics Learning in Dynamic Flexible Job Shop Scheduling.
PPSN (2)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2022 — conf
Introduction to automated design of scheduling heuristics with genetic programming.
GECCO Companion
Marko Durasevic, Domagoj Jakobovic, Yi Mei, Su Nguyen, Mengjie Zhang
2022 B conf
Learning Strategies on Scheduling Heuristics of Genetic Programming in Dynamic Flexible Job Shop Scheduling.
CEC
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2022 A conf
Local ranking explanation for genetic programming evolved routing policies for uncertain capacitated Arc routing problems.
GECCO
Shaolin Wang, Yi Mei, Mengjie Zhang
2022 J jnl
Multi-Objective multi-skill resource-constrained project scheduling problem with skill switches: Model and evolutionary approaches.
Comput. Ind. Eng.
Yuan Tian, Tifan Xiong, Zhenyuan Liu, Yi Mei, Li Wan
2022 J jnl
Multitask Genetic Programming-Based Generative Hyperheuristics: A Case Study in Dynamic Scheduling.
IEEE Trans. Cybern.
Fangfang Zhang, Yi Mei, Su Nguyen, Kay Chen Tan, Mengjie Zhang
2022 — conf
Phenotype Based Surrogate-Assisted Multi-objective Genetic Programming with Brood Recombination for Dynamic Flexible Job Shop Scheduling.
SSCI
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2022 B conf
Simplifying Dispatching Rules in Genetic Programming for Dynamic Job Shop Scheduling.
EvoCOP
Sai Panda, Yi Mei, Mengjie Zhang
2021 J jnl
A Hybrid Decomposition-based Multi-objective Evolutionary Algorithm for the Multi-Point Dynamic Aggregation Problem.
CoRR
Guanqiang Gao, Bin Xin, Yi Mei, Shuxin Ding, Juan Li
2021 B conf
A Multi-Objective Genetic Programming Approach with Self-Adaptive α Dominance to Uncertain Capacitated Arc Routing Problem.
CEC
Shaolin Wang, Yi Mei, Mengjie Zhang
2021 A conf
A novel multi-task genetic programming approach to uncertain capacitated Arc routing problem.
GECCO
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang
2021 B conf
An Evolutionary Hyper-Heuristic Approach to the Large Scale Vehicle Routing Problem.
CEC
João Guilherme Cavalcanti Costa, Yi Mei, Mengjie Zhang
2021 — conf
An Improved Multi-Objective Genetic Programming Hyper-Heuristic with Archive for Uncertain Capacitated Arc Routing Problem.
SSCI
Shaolin Wang, Yi Mei, Mengjie Zhang
2021 — conf
An Investigation on Multi-Objective Fish Breeding Program Design.
SSCI
Fergus Currie, Yi Mei, Mengjie Zhang, Maren Wellenreuther, Linley Jesson
2021 — conf
Bi-Objective Splitting Delivery VRP with Loading Constraints and Restricted Access.
SSCI
Jiyuan Pei, Chengpeng Hu, Jialin Liu, Yi Mei, Xin Yao
2021 J jnl
Cooperative coevolution for large-scale global optimization based on fuzzy decomposition.
Soft Comput.
Lin Li, Wei Fang, Yi Mei, Quan Wang
2021 J jnl
Correlation Coefficient-Based Recombinative Guidance for Genetic Programming Hyperheuristics in Dynamic Flexible Job Shop Scheduling.
IEEE Trans. Evol. Comput.
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2021 J jnl
Divide-and-conquer large scale capacitated arc routing problems with route cutting off decomposition.
Inf. Sci.
Yuzhou Zhang, Yi Mei, Buzhong Zhang, Keqin Jiang
2021 J jnl
Evolutionary Multi-Objective Optimization for Web Service Location Allocation Problem.
IEEE Trans. Serv. Comput.
Boxiong Tan, Hui Ma, Yi Mei, Mengjie Zhang
2021 J jnl
Evolving Scheduling Heuristics via Genetic Programming With Feature Selection in Dynamic Flexible Job-Shop Scheduling.
IEEE Trans. Cybern.
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2021 — book
Genetic Programming for Production Scheduling - An Evolutionary Learning Approach, 3
Fangfang Zhang, Su Nguyen, Yi Mei, Mengjie Zhang
2021 B conf
Genetic Programming with Algebraic Simplification for Dynamic Job Shop Scheduling.
CEC
Sai Panda, Yi Mei
2021 B conf
Genetic Programming with Archive for Dynamic Flexible Job Shop Scheduling.
CEC
Meng Xu, Fangfang Zhang, Yi Mei, Mengjie Zhang
2021 J jnl
Genetic Programming with Delayed Routing for Multiobjective Dynamic Flexible Job Shop Scheduling.
Evol. Comput.
Binzi Xu, Yi Mei, Yan Wang, Zhicheng Ji, Mengjie Zhang
2021 — conf
Investigation of Linear Genetic Programming for Dynamic Job Shop Scheduling.
SSCI
Zhixing Huang, Yi Mei, Mengjie Zhang
2021 — ch.
Knowledge Transfer in Genetic Programming Hyper-heuristics.
Automated Design of Machine Learning and Search Algorithms
Yi Mei, Mazhar Ansari Ardeh, Mengjie Zhang
2021 B conf
Learning Initialisation Heuristic for Large Scale Vehicle Routing Problem with Genetic Programming.
CEC
João Guilherme Cavalcanti Costa, Yi Mei, Mengjie Zhang
2021 — conf
Learning Penalisation Criterion of Guided Local Search for Large Scale Vehicle Routing Problem.
SSCI
João Guilherme Cavalcanti Costa, Yi Mei, Mengjie Zhang
2021 B conf
Look-Ahead Genetic Programming for Uncertain Capacitated Arc Routing Problem.
CEC
Jordan MacLachlan, Yi Mei
2021 J jnl
Substituting clinical features using synthetic medical phrases: Medical text data augmentation techniques.
Artif. Intell. Medicine
Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li, Michael Narag
2021 J jnl
Surrogate-Assisted Evolutionary Multitask Genetic Programming for Dynamic Flexible Job Shop Scheduling.
IEEE Trans. Evol. Comput.
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang, Kay Chen Tan
2021 B conf
Surrogate-Assisted Genetic Programming with Diverse Transfer for the Uncertain Capacitated Arc Routing Problem.
CEC
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang
2021 A conf
Two-stage multi-objective genetic programming with archive for uncertain capacitated arc routing problem.
GECCO
Shaolin Wang, Yi Mei, Mengjie Zhang
2020 — conf
A Dictionary-based Oversampling Approach to Clinical Document Classification on Small and Imbalanced Dataset.
WI/IAT
Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li
2020 B conf
A Fitness-based Selection Method for Pareto Local Search for Many-Objective Job Shop Scheduling.
CEC
Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang
2020 — conf
A GPHH with Surrogate-assisted Knowledge Transfer for Uncertain Capacitated Arc Routing Problem.
SSCI
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang
2020 B conf
A Group Genetic Algorithm for Resource Allocation in Container-Based Clouds.
EvoCOP
Boxiong Tan, Hui Ma, Yi Mei
2020 B conf
A Memetic Algorithm for the Task Allocation Problem on Multi-robot Multi-point Dynamic Aggregation Missions.
CEC
Guanqiang Gao, Yi Mei, Bin Xin, Ya-Hui Jia, Will N. Browne
2020 B conf
A Multi-Objective Genetic Programming Hyper-Heuristic Approach to Uncertain Capacitated Arc Routing Problems.
CEC
Shaolin Wang, Yi Mei, Mengjie Zhang
2020 B conf
A NSGA-II-based Approach for Multi-objective Micro-service Allocation in Container-based Clouds.
CCGRID
Boxiong Tan, Hui Ma, Yi Mei
2020 — conf
A Parametric Framework for Genetic Programming with Transfer Learning for Uncertain Capacitated Arc Routing Problem.
Australasian Conference on Artificial Intelligence
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang
2020 J jnl
A Predictive-Reactive Approach with Genetic Programming and Cooperative Coevolution for the Uncertain Capacitated Arc Routing Problem.
Evol. Comput.
Yuxin Liu, Yi Mei, Mengjie Zhang, Zili Zhang
2020 J jnl
A Survey of Evolutionary Computation for Web Service Composition: A Technical Perspective.
IEEE Trans. Emerg. Top. Comput. Intell.
Alexandre Sawczuk da Silva, Hui Ma, Yi Mei, Mengjie Zhang
2020 J jnl
A fast parallel genetic programming framework with adaptively weighted primitives for symbolic regression.
Soft Comput.
Zhixing Huang, Jinghui Zhong, Liang Feng, Yi Mei, Wentong Cai
2020 A conf
A memetic level-based learning swarm optimizer for large-scale water distribution network optimization.
GECCO
Ya-Hui Jia, Yi Mei, Mengjie Zhang
2020 — conf
A preliminary approach to evolutionary multitasking for dynamic flexible job shop scheduling via genetic programming.
GECCO Companion
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2020 — conf
Adaptive Search Space through Evolutionary Hyper-Heuristics for the Large-Scale Vehicle Routing Problem.
SSCI
João Guilherme Cavalcanti Costa, Yi Mei, Mengjie Zhang
2020 B conf
Cluster-based Hyper-Heuristic for Large-Scale Vehicle Routing Problem.
CEC
João Guilherme Cavalcanti Costa, Yi Mei, Mengjie Zhang
2020 — conf
Diversity-driven Knowledge Transfer for GPHH to Solve Uncertain Capacitated Arc Routing Problem.
SSCI
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang
2020 B conf
Genetic Programming Hyper-Heuristics with Probabilistic Prototype Tree Knowledge Transfer for Uncertain Capacitated Arc Routing Problems.
CEC
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang
2020 J jnl
Genetic Programming Hyper-Heuristics with Vehicle Collaboration for Uncertain Capacitated Arc Routing Problems.
Evol. Comput.
Jordan MacLachlan, Yi Mei, Jürgen Branke, Mengjie Zhang
2020 B conf
Genetic Programming Hyper-heuristic with Cluster Awareness for Stochastic Team Orienteering Problem with Time Windows.
CEC
Jericho Jackson, Yi Mei
2020 B conf
Genetic Programming with Adaptive Search Based on the Frequency of Features for Dynamic Flexible Job Shop Scheduling.
EvoCOP
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2020 B conf
Guided Subtree Selection for Genetic Operators in Genetic Programming for Dynamic Flexible Job Shop Scheduling.
EuroGP
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
2020 B conf
Ontology-Guided Data Augmentation for Medical Document Classification.
AIME
Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li
2020 — conf
Towards Interpretable Routing Policy: A Two Stage Multi-Objective Genetic Programming Approach with Feature Selection for Uncertain Capacitated Arc Routing Problem.
SSCI
Shaolin Wang, Yi Mei, Mengjie Zhang
2019 J jnl
A Hybrid Genetic Programming Algorithm for Automated Design of Dispatching Rules.
Evol. Comput.
Su Nguyen, Yi Mei, Bing Xue, Mengjie Zhang
2019 B conf
A Hybrid Genetic Programming Hyper-Heuristic Approach for Online Two-level Resource Allocation in Container-based Clouds.
CEC
Boxiong Tan, Hui Ma, Yi Mei
2019 B conf
A New Representation in Genetic Programming for Evolving Dispatching Rules for Dynamic Flexible Job Shop Scheduling.
EvoCOP
Fangfang Zhang, Yi Mei, Mengjie Zhang
2019 — conf
A Novel Genetic Programming Algorithm with Knowledge Transfer for Uncertain Capacitated Arc Routing Problem.
PRICAI (1)
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang
2019 — conf
A Two-Stage Genetic Programming Hyper-Heuristic for Uncertain Capacitated Arc Routing Problem.
SSCI
Shaolin Wang, Yi Mei, John Park, Mengjie Zhang
2019 A conf
A two-stage genetic programming hyper-heuristic approach with feature selection for dynamic flexible job shop scheduling.
GECCO
Fangfang Zhang, Yi Mei, Mengjie Zhang
2019 B conf
Active Sampling for Dynamic Job Shop Scheduling using Genetic Programming.
CEC
Deepak Karunakaran, Yi Mei, Gang Chen, Mengjie Zhang
2019 B conf
An Ontology-based Two-Stage Approach to Medical Text Classification with Feature Selection by Particle Swarm Optimisation.
CEC
Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li
2019 B conf
Can Stochastic Dispatching Rules Evolved by Genetic Programming Hyper-heuristics Help in Dynamic Flexible Job Shop Scheduling?
CEC
Fangfang Zhang, Yi Mei, Mengjie Zhang
2019 J jnl
Divide-and-Conquer Large Scale Capacitated Arc Routing Problems with Route Cutting Off Decomposition.
CoRR
Yuzhou Zhang, Yi Mei
2019 B conf
Evolving Dispatching Rules for Multi-objective Dynamic Flexible Job Shop Scheduling via Genetic Programming Hyper-heuristics.
CEC
Fangfang Zhang, Yi Mei, Mengjie Zhang
2019 — conf
Evolving Ensembles of Routing Policies using Genetic Programming for Uncertain Capacitated Arc Routing Problem.
SSCI
Shaolin Wang, Yi Mei, John Park, Mengjie Zhang
2019 J jnl
Genetic Programming Hyper-Heuristics with Vehicle Collaboration for Uncertain Capacitated Arc Routing Problems.
CoRR
Jordan MacLachlan, Yi Mei, Jürgen Branke, Mengjie Zhang
2019 — conf
Genetic Programming with Pareto Local Search for Many-Objective Job Shop Scheduling.
Australasian Conference on Artificial Intelligence
Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang
2019 — conf
Genetic programming hyper-heuristic with knowledge transfer for uncertain capacitated arc routing problem.
GECCO (Companion)
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang
2019 — conf
Multitasking Genetic Programming for Stochastic Team Orienteering Problem with Time Windows.
SSCI
Deepak Karunakaran, Yi Mei, Mengjie Zhang
2019 B conf
Novel Genetic Algorithm with Dual Chromosome Representation for Resource Allocation in Container-Based Clouds.
CLOUD
Boxiong Tan, Hui Ma, Yi Mei
2019 A conf
Novel ensemble genetic programming hyper-heuristics for uncertain capacitated arc routing problem.
GECCO
Shaolin Wang, Yi Mei, Mengjie Zhang
2019 — conf
Stratifying Risk of Coronary Artery Disease Using Discriminative Knowledge-Guided Medical Concept Pairings from Clinical Notes.
PRICAI (3)
Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li
2019 B conf
Transfer Learning in Genetic Programming Hyper-heuristic for Solving Uncertain Capacitated Arc Routing Problem.
CEC
Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang
2018 J jnl
A Bi-Level Optimization Model for Grouping Constrained Storage Location Assignment Problems.
IEEE Trans. Cybern.
Jing Xie, Yi Mei, Andreas T. Ernst, Xiaodong Li, Andy Song
2018 — conf
A Genetic Programming Hyper-heuristic Approach for Online Resource Allocation in Container-Based Clouds.
Australasian Conference on Artificial Intelligence
Boxiong Tan, Hui Ma, Yi Mei
2018 A conf
A Hybrid Memetic Approach for Fully Automated Multi-Objective Web Service Composition.
ICWS
Alexandre Sawczuk da Silva, Hui Ma, Yi Mei, Mengjie Zhang
2018 — conf
Adaptive Reference Point Generation for Many-Objective Optimization Using NSGA-III.
Australasian Conference on Artificial Intelligence
Atiya Masood, Gang Chen, Yi Mei, Mengjie Zhang
2018 — conf
An Improved Genetic Programming Hyper-Heuristic for the Uncertain Capacitated Arc Routing Problem.
Australasian Conference on Artificial Intelligence
Jordan MacLachlan, Yi Mei, Jürgen Branke, Mengjie Zhang
2018 J jnl
An investigation of ensemble combination schemes for genetic programming based hyper-heuristic approaches to dynamic job shop scheduling.
Appl. Soft Comput.
John Park, Yi Mei, Su Nguyen, Gang Chen, Mengjie Zhang
2018 — conf
Evolutionary Multitask Optimisation for Dynamic Job Shop Scheduling Using Niched Genetic Programming.
Australasian Conference on Artificial Intelligence
John Park, Yi Mei, Su Nguyen, Gang Chen, Mengjie Zhang
2018 J jnl
Evolutionary computation for automatic Web service composition: an indirect representation approach.
J. Heuristics
Alexandre Sawczuk da Silva, Yi Mei, Hui Ma, Mengjie Zhang
2018 — conf
Feature construction in genetic programming hyper-heuristic for dynamic flexible job shop scheduling.
GECCO (Companion)
Daniel Yska, Yi Mei, Mengjie Zhang
2018 B conf
Genetic Programming Hyper-Heuristic for Stochastic Team Orienteering Problem with Time Windows.
CEC
Yi Mei, Mengjie Zhang
2018 B conf
Genetic Programming Hyper-Heuristic with Cooperative Coevolution for Dynamic Flexible Job Shop Scheduling.
EuroGP
Daniel Yska, Yi Mei, Mengjie Zhang
2018 — conf
Genetic Programming with Multi-tree Representation for Dynamic Flexible Job Shop Scheduling.
Australasian Conference on Artificial Intelligence
Fangfang Zhang, Yi Mei, Mengjie Zhang
2018 — conf
Genetic programming hyper-heuristic for multi-vehicle uncertain capacitated arc routing problem.
GECCO (Companion)
Yi Mei, Mengjie Zhang
2018 J jnl
Guest editorial: special issue on automated design and adaptation of heuristics for scheduling and combinatorial optimisation.
Genet. Program. Evolvable Mach.
Su Nguyen, Yi Mei, Mengjie Zhang
2018 B conf
Investigating a Machine Breakdown Genetic Programming Approach for Dynamic Job Shop Scheduling.
EuroGP
John Park, Yi Mei, Su Nguyen, Gang Chen, Mengjie Zhang
2018 B conf
Reference Point Adaption Method for Genetic Programming Hyper-Heuristic in Many-Objective Job Shop Scheduling.
EvoCOP
Atiya Masood, Gang Chen, Yi Mei, Mengjie Zhang
2018 — conf
Sampling Heuristics for Multi-objective Dynamic Job Shop Scheduling Using Island Based Parallel Genetic Programming.
PPSN (2)
Deepak Karunakaran, Yi Mei, Gang Chen, Mengjie Zhang
2018 — conf
Surrogate-Assisted Genetic Programming for Dynamic Flexible Job Shop Scheduling.
Australasian Conference on Artificial Intelligence
Fangfang Zhang, Yi Mei, Mengjie Zhang
2018 — conf
Tutorials at PPSN 2018.
PPSN (2)
Gisele Lobo Pappa, Michael T. M. Emmerich, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Martí, Yi Mei, Juan Julián Merelo Guervós, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang
2018 — conf
Uncovering Discriminative Knowledge-Guided Medical Concepts for Classifying Coronary Artery Disease Notes.
Australasian Conference on Artificial Intelligence
Mahdi Abdollahi, Xiaoying Gao, Yi Mei, Shameek Ghosh, Jinyan Li
2017 B conf
A NSGA-II-based approach for service resource allocation in Cloud.
CEC
Boxiong Tan, Hui Ma, Yi Mei
2017 — conf
A PSO-Based Reference Point Adaption Method for Genetic Programming Hyper-Heuristic in Many-Objective Job Shop Scheduling.
ACALCI
Atiya Masood, Yi Mei, Gang Chen, Mengjie Zhang
2017 J jnl
A time-varying transfer function for balancing the exploration and exploitation ability of a binary PSO.
Appl. Soft Comput.
Md. Jakirul Islam, Xiaodong Li, Yi Mei
2017 J jnl
An Efficient Feature Selection Algorithm for Evolving Job Shop Scheduling Rules With Genetic Programming.
IEEE Trans. Emerg. Top. Comput. Intell.
Yi Mei, Su Nguyen, Bing Xue, Mengjie Zhang
2017 A conf
Automated heuristic design using genetic programming hyper-heuristic for uncertain capacitated arc routing problem.
GECCO
Yuxin Liu, Yi Mei, Mengjie Zhang, Zili Zhang
2017 — conf
Automated state feature learning for actor-critic reinforcement learning through NEAT.
GECCO (Companion)
Yiming Peng, Gang Chen, Scott Holdaway, Yi Mei, Mengjie Zhang
2017 J jnl
CAPRA: A contour-based accessible path routing algorithm.
Inf. Sci.
Mohammad Saiedur Rahaman, Yi Mei, Margaret Hamilton, Flora D. Salim
2017 — conf
Constrained Dimensionally Aware Genetic Programming for Evolving Interpretable Dispatching Rules in Dynamic Job Shop Scheduling.
SEAL
Yi Mei, Su Nguyen, Mengjie Zhang
2017 J jnl
DG2: A Faster and More Accurate Differential Grouping for Large-Scale Black-Box Optimization.
IEEE Trans. Evol. Comput.
Mohammad Nabi Omidvar, Ming Yang, Yi Mei, Xiaodong Li, Xin Yao
2017 — conf
Effective Policy Gradient Search for Reinforcement Learning Through NEAT Based Feature Extraction.
SEAL
Yiming Peng, Gang Chen, Mengjie Zhang, Yi Mei
2017 B conf
Evolving Time-Invariant Dispatching Rules in Job Shop Scheduling with Genetic Programming.
EuroGP
Yi Mei, Su Nguyen, Mengjie Zhang
2017 — conf
Evolving Transferable Artificial Neural Networks for Gameplay Tasks via NEAT with Phased Searching.
Australasian Conference on Artificial Intelligence
Will Hardwick-Smith, Yiming Peng, Gang Chen, Yi Mei, Mengjie Zhang
2017 B conf
Evolving dispatching rules for dynamic Job shop scheduling with uncertain processing times.
CEC
Deepak Karunakaran, Yi Mei, Gang Chen, Mengjie Zhang
2017 B conf
Evolving heuristics for Dynamic Vehicle Routing with Time Windows using genetic programming.
CEC
Josiah Jacobsen-Grocott, Yi Mei, Gang Chen, Mengjie Zhang
2017 A conf
Fragment-based genetic programming for fully automated multi-objective web service composition.
GECCO
Alexandre Sawczuk da Silva, Yi Mei, Hui Ma, Mengjie Zhang
2017 B conf
Geometric Semantic Crossover with an Angle-Aware Mating Scheme in Genetic Programming for Symbolic Regression.
EuroGP
Qi Chen, Bing Xue, Yi Mei, Mengjie Zhang
2017 — conf
Investigating the Generality of Genetic Programming Based Hyper-heuristic Approach to Dynamic Job Shop Scheduling with Machine Breakdown.
ACALCI
John Park, Yi Mei, Su Nguyen, Gang Chen, Mengjie Zhang
2017 J jnl
Memetic algorithm with route decomposing for periodic capacitated arc routing problem.
Appl. Soft Comput.
Yuzhou Zhang, Yi Mei, Ke Tang, Keqin Jiang
2017 A conf
Toward evolving dispatching rules for dynamic job shop scheduling under uncertainty.
GECCO
Deepak Karunakaran, Yi Mei, Gang Chen, Mengjie Zhang
2016 J jnl
A Competitive Divide-and-Conquer Algorithm for Unconstrained Large-Scale Black-Box Optimization.
ACM Trans. Math. Softw.
Yi Mei, Mohammad Nabi Omidvar, Xiaodong Li, Xin Yao
2016 B conf
A comprehensive analysis on reusability of GP-evolved job shop dispatching rules.
CEC
Yi Mei, Mengjie Zhang
2016 B conf
A memetic algorithm-based indirect approach to web service composition.
CEC
Alexandre Sawczuk da Silva, Yi Mei, Hui Ma, Mengjie Zhang
2016 J jnl
An Analysis of the Inertia Weight Parameter for Binary Particle Swarm Optimization.
IEEE Trans. Evol. Comput.
Jianhua Liu, Yi Mei, Xiaodong Li
2016 J jnl
Dynamic selection of evolutionary operators based on online learning and fitness landscape analysis.
Soft Comput.
Pietro A. Consoli, Yi Mei, Leandro L. Minku, Xin Yao
2016 J jnl
Efficient meta-heuristics for the Multi-Objective Time-Dependent Orienteering Problem.
Eur. J. Oper. Res.
Yi Mei, Flora D. Salim, Xiaodong Li
2016 B conf
Evolutionary scheduling and combinatorial optimisation: Applications, challenges, and future directions.
CEC
Su Nguyen, Yi Mei, Hui Ma, Aaron Chen, Mengjie Zhang
2016 B conf
Evolutionary web service composition: A graph-based memetic algorithm.
CEC
Longfei Yan, Yi Mei, Hui Ma, Mengjie Zhang
2016 A conf
Fast Bi-Objective Feature Selection Using Entropy Measures and Bayesian Inference.
GECCO
Yi Mei, Bing Xue, Mengjie Zhang
2016 A conf
Feature Selection in Evolving Job Shop Dispatching Rules with Genetic Programming.
GECCO
Yi Mei, Mengjie Zhang, Su Nguyen
2016 B conf
Genetic Programming Based Hyper-heuristics for Dynamic Job Shop Scheduling: Cooperative Coevolutionary Approaches.
EuroGP
John Park, Yi Mei, Su Nguyen, Gang Chen, Mark Johnston, Mengjie Zhang
2016 B conf
Improving job shop dispatching rules via terminal weighting and adaptive mutation in genetic programming.
CEC
Michael Riley, Yi Mei, Mengjie Zhang
2016 B conf
Many-objective genetic programming for job-shop scheduling.
CEC
Atiya Masood, Yi Mei, Gang Chen, Mengjie Zhang
2016 — conf
Niching Genetic Programming based Hyper-heuristic Approach to Dynamic Job Shop Scheduling: An Investigation into Distance Metrics.
GECCO (Companion)
John Park, Yi Mei, Gang Chen, Mengjie Zhang
2016 J jnl
On investigation of interdependence between sub-problems of the Travelling Thief Problem.
Soft Comput.
Yi Mei, Xiaodong Li, Xin Yao
2016 B conf
Particle Swarm Optimisation with Sequence-Like Indirect Representation for Web Service Composition.
EvoCOP
Alexandre Sawczuk da Silva, Yi Mei, Hui Ma, Mengjie Zhang
2016 B conf
Particle Swarm Optimization for Multi-Objective Web Service Location Allocation.
EvoCOP
Boxiong Tan, Yi Mei, Hui Ma, Mengjie Zhang
2016 C conf
Proceedings in Adaptation, Learning and Optimization.
IES
Deepak Karunakaran, Yi Mei, Gang Chen, Mengjie Zhang
2015 B conf
A Restricted Neighbourhood Tabu Search for Storage Location Assignment Problem.
CEC
Jing Xie, Yi Mei, Andreas T. Ernst, Xiaodong Li, Andy Song
2015 — conf
Evolving Self-Adaptive Tabu Search Algorithm for Storage Location Assignment Problems.
GECCO (Companion)
Jing Xie, Yi Mei, Andy Song
2015 B conf
Heuristic evolution with Genetic Programming for Traveling Thief Problem.
CEC
Yi Mei, Xiaodong Li, Flora D. Salim, Xin Yao
2014 B conf
A genetic programming-based hyper-heuristic approach for storage location assignment problem.
IEEE Congress on Evolutionary Computation
Jing Xie, Yi Mei, Andreas T. Ernst, Xiaodong Li, Andy Song
2014 J jnl
Cooperative Co-Evolution With Differential Grouping for Large Scale Optimization.
IEEE Trans. Evol. Comput.
Mohammad Nabi Omidvar, Xiaodong Li, Yi Mei, Xin Yao
2014 J jnl
Cooperative Coevolution With Route Distance Grouping for Large-Scale Capacitated Arc Routing Problems.
IEEE Trans. Evol. Comput.
Yi Mei, Xiaodong Li, Xin Yao
2014 B conf
Effective decomposition of large-scale separable continuous functions for cooperative co-evolutionary algorithms.
IEEE Congress on Evolutionary Computation
Mohammad Nabi Omidvar, Yi Mei, Xiaodong Li
2014 — conf
Improving Efficiency of Heuristics for the Large Scale Traveling Thief Problem.
SEAL
Yi Mei, Xiaodong Li, Xin Yao
2014 — conf
Scaling Up Solutions to Storage Location Assignment Problems by Genetic Programming.
SEAL
Jing Xie, Yi Mei, Andreas T. Ernst, Xiaodong Li, Andy Song
2014 B conf
Variable neighborhood decomposition for Large Scale Capacitated Arc Routing Problem.
IEEE Congress on Evolutionary Computation
Yi Mei, Xiaodong Li, Xin Yao
2013 B conf
Decomposing Large-Scale Capacitated Arc Routing Problems using a random route grouping method.
IEEE Congress on Evolutionary Computation
Yi Mei, Xiaodong Li, Xin Yao
2011 J jnl
A Memetic Algorithm for Periodic Capacitated Arc Routing Problem.
IEEE Trans. Syst. Man Cybern. Part B
Yi Mei, K. Tang, Xin Yao
2011 J jnl
Decomposition-Based Memetic Algorithm for Multiobjective Capacitated Arc Routing Problem.
IEEE Trans. Evol. Comput.
Yi Mei, Ke Tang, Xin Yao
2011 B conf
Portfolio Optimization through Data Conditioning and Aggregation.
ICTAI
Elaine Wah, Yi Mei, Benjamin W. Wah
2010 B conf
Capacitated arc routing problem in uncertain environments.
IEEE Congress on Evolutionary Computation
Yi Mei, Ke Tang, Xin Yao
2010 B conf
Memetic algorithm with heuristic candidate list strategy for Capacitated Arc Routing Problem.
IEEE Congress on Evolutionary Computation
Haobo Fu, Yi Mei, Ke Tang, Yanbo Zhu
2009 J jnl
A Global Repair Operator for Capacitated Arc Routing Problem.
IEEE Trans. Syst. Man Cybern. Part B
Yi Mei, Ke Tang, Xin Yao
2009 B conf
Improved memetic algorithm for Capacitated Arc Routing Problem.
IEEE Congress on Evolutionary Computation
Yi Mei, Ke Tang, Xin Yao
2009 J jnl
Memetic Algorithm With Extended Neighborhood Search for Capacitated Arc Routing Problems.
IEEE Trans. Evol. Comput.
Ke Tang, Yi Mei, Xin Yao