Fangfang Zhang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 43

Top Topics

Fitness Function

Partner Selection

Genetic Programming

Job Shop Scheduling

Top Venues

IEEE Trans. Evol. Comput.

IEEE Trans. Cybern.

Publications

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)
Luyao Zhu, Fangfang Zhang, Mengyuan Feng, Ke Chen, Xiaodong Zhu, Mengjie Zhang
Crossover Operators Between Multiple Scheduling Heuristics with Genetic Programming for Dynamic Flexible Job Shop Scheduling. CEC (2024)
Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang
Genetic Programming and Reinforcement Learning on Learning Heuristics for Dynamic Scheduling: A Preliminary Comparison. IEEE Comput. Intell. Mag. 19 (2) (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)
Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang, Wolfgang Banzhaf
Multi-Representation Genetic Programming: A Case Study on Tree-based and Linear Representations. CoRR (2024)
Zai-Xing Sun, Fangfang Zhang, Yi Mei, Hejiao Huang, Chonglin Gu, Bin Qian, Mengjie Zhang
Evolving Scheduling Heuristics for Energy-Efficient Dynamic Workflow Scheduling in Cloud via Genetic Programming Hyper-Heuristics. ICIC (1) (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)
Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang
A Semantic Genetic Programming Approach to Evolving Heuristics for Multi-objective Dynamic 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)
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)
Gaofeng Shi, Fangfang Zhang, Yi Mei
Interpretability-Aware Multi-Objective Genetic Programming for Scheduling Heuristics Learning in Dynamic Flexible Job Shop Scheduling. CEC (2023)
Jordan MacLachlan, Yi Mei, Fangfang Zhang, Mengjie Zhang, Jessica Signal
Learning Emergency Medical Dispatch Policies Via Genetic Programming. GECCO (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)
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)
Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang
Grammar-guided Linear Genetic Programming for Dynamic Job Shop Scheduling. GECCO (2023)
Luyao Zhu, Fangfang Zhang, Xiaodong Zhu, Ke Chen, Mengjie Zhang
Sample-Aware Surrogate-Assisted Genetic Programming for Scheduling Heuristics Learning in Dynamic Flexible Job Shop Scheduling. GECCO (2023)
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)
Gaofeng Shi, Fangfang Zhang, Yi Mei
A Novel Fitness Function for Genetic Programming in Dynamic Flexible Job Shop Scheduling. CEC (2022)
Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang
A Further Investigation to Improve Linear Genetic Programming in Dynamic Job Shop Scheduling. SSCI (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)
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)
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)
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)
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)
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)
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)
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)
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)
Fangfang Zhang, Yi Mei, Su Nguyen, Mengjie Zhang
A preliminary approach to evolutionary multitasking for dynamic flexible job shop scheduling via genetic programming. GECCO Companion (2020)
Fangfang Zhang, Yi Mei, Mengjie Zhang
A two-stage genetic programming hyper-heuristic approach with feature selection for dynamic flexible job shop scheduling. GECCO (2019)
Fangfang Zhang, Yi Mei, Mengjie Zhang
Can Stochastic Dispatching Rules Evolved by Genetic Programming Hyper-heuristics Help in Dynamic Flexible Job Shop Scheduling? CEC (2019)
Fangfang Zhang, Yi Mei, Mengjie Zhang
Evolving Dispatching Rules for Multi-objective Dynamic Flexible Job Shop Scheduling via Genetic Programming Hyper-heuristics. CEC (2019)
Fangfang Zhang, Yi Mei, Mengjie Zhang
A New Representation in Genetic Programming for Evolving Dispatching Rules for Dynamic Flexible Job Shop Scheduling. EvoCOP (2019)
Fangfang Zhang, Yi Mei, Mengjie Zhang
Surrogate-Assisted Genetic Programming for Dynamic Flexible Job Shop Scheduling. Australasian Conference on Artificial Intelligence (2018)
Fangfang Zhang, Yi Mei, Mengjie Zhang
Genetic Programming with Multi-tree Representation for Dynamic Flexible Job Shop Scheduling. Australasian Conference on Artificial Intelligence (2018)