Fangfang Zhang

77 papers A 5B 18C 1Journal 34Unranked 18
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
A multi-channel signal fault diagnosis method based on dynamic weighted data fusion and multi-scale feature enhancement.
Expert Syst. Appl.
Ke Chen, Feilong Zhou, Fangfang Zhang, Kunjie Yu, Duo Yang
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
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
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
Niching Genetic Programming With Elite Archive for Multi-Objective Dynamic Scheduling.
IEEE Trans. Emerg. Top. Comput. Intell.
Yong Wang, Jie Zhang, Fangfang Zhang, Gai-Ge Wang, Mengjie Zhang
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
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 J jnl
Correlation-Guided Particle Swarm Optimization Approach for Feature Selection in Fault Diagnosis.
IEEE CAA J. Autom. Sinica
Ke Chen, Wenjie Wang, Fangfang Zhang, Jing J. Liang, Kunjie Yu
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
Evolutionary Trainer-Based Deep Q-Network for Dynamic Flexible Job-Shop Scheduling.
IEEE Trans. Evol. Comput.
Yun Liu, Fangfang Zhang, Yanan Sun, Mengjie Zhang
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 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 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 — conf
Multi-tree Genetic Programming for Dynamic Tugboat Scheduling.
EvoApplications (2)
Xinxin Xu, Fangfang Zhang, Yi Mei, Mengjie Zhang, Huili Gong, Xiangqian Ding
2025 B conf
Multimodal Image Classification Using Genetic Programming for Alzheimer's Disease Diagnosis.
CEC
Yuye Zhang, Fangfang Zhang, Bing Xue, Mengjie Zhang
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
Phenotype and Genotype Based Sample Aware Surrogate-Assisted Genetic Programming in Dynamic Flexible Job Shop Scheduling.
IEEE Trans. Artif. Intell.
Luyao Zhu, Fangfang Zhang, Xiaodong Zhu, Ke Chen, Mengjie Zhang
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
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
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
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 B conf
Crossover Operators Between Multiple Scheduling Heuristics with Genetic Programming for Dynamic Flexible Job Shop Scheduling.
CEC
Luyao Zhu, Fangfang Zhang, Mengyuan Feng, Ke Chen, Xiaodong Zhu, Mengjie Zhang
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
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
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
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 — 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
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
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 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 A conf
Learning Emergency Medical Dispatch Policies Via Genetic Programming.
GECCO
Jordan MacLachlan, Yi Mei, Fangfang Zhang, Mengjie Zhang, Jessica Signal
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
Sample-Aware Surrogate-Assisted Genetic Programming for Scheduling Heuristics Learning in Dynamic Flexible Job Shop Scheduling.
GECCO
Luyao Zhu, Fangfang Zhang, Xiaodong Zhu, Ke Chen, Mengjie Zhang
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
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 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
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 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 — 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 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 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
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
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 Archive for Dynamic Flexible Job Shop Scheduling.
CEC
Meng Xu, Fangfang Zhang, Yi Mei, Mengjie Zhang
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
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 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
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 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
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 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
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
Surrogate-Assisted Genetic Programming for Dynamic Flexible Job Shop Scheduling.
Australasian Conference on Artificial Intelligence
Fangfang Zhang, Yi Mei, Mengjie Zhang
2016 — conf
A Cooperative Structure-Redesigned-Based Bacterial Foraging Optimization with Guided and Stochastic Movements.
ICIC (2)
Ben Niu, Jing Liu, Fangfang Zhang, Wenjie Yi
2016 — conf
Artificial Bee Colony Optimization for Yard Truck Scheduling and Storage Allocation Problem.
ICIC (2)
Fangfang Zhang, Li Li, Jing Liu, Xianghua Chu
2016 — conf
Modified Brain Storm Optimization Algorithms Based on Topology Structures.
ICSI (2)
Li Li, Fangfang Zhang, Xianghua Chu, Ben Niu
2016 C conf
Proceedings in Adaptation, Learning and Optimization.
IES
Ben Niu, Fangfang Zhang, Li Li, Lang Wu
2015 — conf
SRBFOs for Solving the Heterogeneous Fixed Fleet Vehicle Routing Problem.
ICIC (2)
Xiaobing Gan, Lijiao Liu, Ben Niu, Lijing Tan, Fangfang Zhang, Jing Liu