Jingfang Chen

According to our database, Jingfang Chen authored at least 19 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Order Dispatching Via GNN-Based Optimization Algorithm for On-Demand Food Delivery.

Jingfang Chen, Ling Wang, Yile Liang, Yang Yu, Jie Feng, Jiuxia Zhao, Xuetao Ding

IEEE Trans. Intell. Transp. Syst., October, 2024

A Knowledge-Guided End-to-End Optimization Framework Based on Reinforcement Learning for Flow Shop Scheduling.

Zixiao Pan, Ling Wang, Chenxin Dong, Jing-Fang Chen

IEEE Trans. Ind. Informatics, February, 2024

A reinforcement learning-driven adaptive decomposition algorithm for multi-objective hybrid seru system scheduling considering worker transfer.

Yuting Wu, Ling Wang, Rui Li, Jing-fang Chen

Swarm Evol. Comput., 2024

Meituan's Real-Time Intelligent Dispatching Algorithms Build the World's Largest Minute-Level Delivery Network.

Yile Liang, Haocheng Luo, Haining Duan, Donghui Li, Hongsen Liao, Jie Feng, Jiuxia Zhao, Hao Ren, Xuetao Ding, Ying Cha, Qingte Zhou, Chenqi Situ, Jinghua Hao, Ke Xing, Feifan Yin, Renqing He, Yang Sun, Yueqiang Zheng, Yipeng Feng, Zhizhao Sun, Jingfang Chen, Jie Zheng, Ling Wang

INFORMS J. Appl. Anal., 2024

A reinforcement learning driven two-stage evolutionary optimisation for hybrid seru system scheduling with worker transfer.

Yuting Wu, Ling Wang, Jingfang Chen, Jie Zheng, Zixiao Pan

Int. J. Prod. Res., 2024

Evolutionary computation and reinforcement learning integrated algorithm for distributed heterogeneous flowshop scheduling.

Rui Li, Ling Wang, Wenyin Gong, Jingfang Chen, Zixiao Pan, Yuting Wu, Yang Yu

Eng. Appl. Artif. Intell., 2024

2023

A Predictive-Reactive Optimization Framework With Feedback-Based Knowledge Distillation for On-Demand Food Delivery.

Jie Zheng, Ling Wang, Jingfang Chen, Zi-Xiao Pan, Donghui Li, Yile Liang, Xuetao Ding

IEEE Trans. Intell. Transp. Syst., December, 2023

A Learning-Based Multipopulation Evolutionary Optimization for Flexible Job Shop Scheduling Problem With Finite Transportation Resources.

Zixiao Pan, Ling Wang, Jie Zheng, Jing-Fang Chen, Xing Wang

IEEE Trans. Evol. Comput., December, 2023

Solving Stochastic Online Food Delivery Problem via Iterated Greedy Algorithm With Decomposition-Based Strategy.

Jie Zheng, Ling Wang, Li Wang, Shengyao Wang, Jingfang Chen, Xing Wang

IEEE Trans. Syst. Man Cybern. Syst., 2023

A cooperative coevolutionary algorithm with problem-specific knowledge for energy-efficient scheduling in <i>seru</i> system.

Yuting Wu, Ling Wang, Xinying Zhuang, Jing-jing Wang, Jing-Fang Chen, Jie Zheng

Knowl. Based Syst., 2023

2022

An Imitation Learning-Enhanced Iterated Matching Algorithm for On-Demand Food Delivery.

Jingfang Chen, Ling Wang, Hao Ren, Jize Pan, Shengyao Wang, Jie Zheng, Xing Wang

IEEE Trans. Intell. Transp. Syst., 2022

Dynamic multi-objective balancing for online food delivery via fuzzy logic system-based supply-demand relationship identification.

Jie Zheng, Ling Wang, Jingfang Chen, Xing Wang, Yile Liang, Haining Duan, Zixuan Li, Xuetao Ding

Comput. Ind. Eng., 2022

2021

An XGBoost-enhanced fast constructive algorithm for food delivery route planning problem.

Xing Wang, Ling Wang, Shengyao Wang, Jing-Fang Chen, Chuge Wu

Comput. Ind. Eng., 2021

Solving Online Food Delivery Problem via an Effective Hybrid Algorithm with Intelligent Batching Strategy.

Xing Wang, Ling Wang, Shengyao Wang, Yang Yu, Jingfang Chen, Jie Zheng

Proceedings of the Intelligent Computing Theories and Application, 2021

A Novel Evolutionary Algorithm with Adaptation Mechanism for Fuzzy Permutation Flow-Shop Scheduling.

Zi-Xiao Pan, Ling Wang, Jing-Fang Chen, Yuting Wu

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

A Two-stage Algorithm for Fuzzy Online Order Dispatching Problem.

Jie Zheng, Shengyao Wang, Ling Wang, Jingfang Chen, Li Wang, Jinghua Hao, Renqing He, Zhizhao Sun

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

A Hybrid Differential Evolution Algorithm for the Online Meal Delivery Problem.

Jing-Fang Chen, Shengyao Wang, Ling Wang, Jie Zheng, Ying Cha, Jinghua Hao, Renqing He, Zhizhao Sun

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

A collaborative optimization algorithm for energy-efficient multi-objective distributed no-idle flow-shop scheduling.

Jing-Fang Chen, Ling Wang, Zhiping Peng

Swarm Evol. Comput., 2019

A Probability Model-based Memetic Algorithm for Distributed Heterogeneous Flow-Shop Scheduling.

Jingfang Chen, Ling Wang, Xiao He, Dexian Huang

Proceedings of the IEEE Congress on Evolutionary Computation, 2019