Zixiao Pan

1.0k total citations · 1 hit paper
24 papers, 755 citations indexed

About

Zixiao Pan is a scholar working on Industrial and Manufacturing Engineering, Artificial Intelligence and Control and Systems Engineering. According to data from OpenAlex, Zixiao Pan has authored 24 papers receiving a total of 755 indexed citations (citations by other indexed papers that have themselves been cited), including 18 papers in Industrial and Manufacturing Engineering, 9 papers in Artificial Intelligence and 6 papers in Control and Systems Engineering. Recurrent topics in Zixiao Pan's work include Scheduling and Optimization Algorithms (12 papers), Metaheuristic Optimization Algorithms Research (9 papers) and Advanced Manufacturing and Logistics Optimization (6 papers). Zixiao Pan is often cited by papers focused on Scheduling and Optimization Algorithms (12 papers), Metaheuristic Optimization Algorithms Research (9 papers) and Advanced Manufacturing and Logistics Optimization (6 papers). Zixiao Pan collaborates with scholars based in China and Hong Kong. Zixiao Pan's co-authors include Ling Wang, Jingjing Wang, Deming Lei, Ling Wang, Jing-fang Chen, Jiawen Lu, Jie Zheng, Xing Wang, Rui Li and Qingyong Zhang and has published in prestigious journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Intelligent Transportation Systems and IEEE Transactions on Cybernetics.

In The Last Decade

Zixiao Pan

21 papers receiving 735 citations

Hit Papers

A Review of Reinforcement Learning Based Intelligent Opti... 2021 2026 2022 2024 2021 50 100 150
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. A Review of Reinforcement Learning Based Intelligent Optimization for Manufacturing Scheduling
    2021 195 citations Ling Wang, Zixiao Pan et al. profile →

Peers

Zixiao Pan
Shengchao Zhou China
G.M. Komaki Iran
Rong Hu China
Kunkun Peng China
Chao-Tang Tseng Taiwan
Guanlong Deng China
ChengRan Lin China
Quan-Ke Pan China
Jens Heger Germany
Marko Ðurasević Croatia
Shengchao Zhou China
Zixiao Pan
Citations per year, relative to Zixiao Pan Zixiao Pan (= 1×) peers Shengchao Zhou

Countries citing papers authored by Zixiao Pan

Since Specialization
Citations

This map shows the geographic impact of Zixiao Pan's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Zixiao Pan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Zixiao Pan more than expected).

Fields of papers citing papers by Zixiao Pan

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Zixiao Pan. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Zixiao Pan. The network helps show where Zixiao Pan may publish in the future.

Co-authorship network of co-authors of Zixiao Pan

This figure shows the co-authorship network connecting the top 25 collaborators of Zixiao Pan. A scholar is included among the top collaborators of Zixiao Pan based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Zixiao Pan. Zixiao Pan is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Li, Rui, et al.. (2024). Evolutionary computation and reinforcement learning integrated algorithm for distributed heterogeneous flowshop scheduling. Engineering Applications of Artificial Intelligence. 135. 108775–108775. 13 indexed citations
2.
Pan, Zixiao, Ling Wang, Jingjing Wang, Yang Yu, & Rui Li. (2024). Distributed Energy-Efficient Flexible Manufacturing With Assembly and Transportation: A Knowledge-Based Bi-Hierarchical Optimization Approach. IEEE Transactions on Automation Science and Engineering. 22. 7463–7479. 16 indexed citations
3.
Wang, Ling, et al.. (2023). A reinforcement learning driven two-stage evolutionary optimisation for hybrid seru system scheduling with worker transfer. International Journal of Production Research. 62(11). 3952–3971. 14 indexed citations
4.
Zheng, Jie, et al.. (2023). A Predictive-Reactive Optimization Framework With Feedback-Based Knowledge Distillation for On-Demand Food Delivery. IEEE Transactions on Intelligent Transportation Systems. 24(12). 14841–14857. 5 indexed citations
5.
Chen, Jingfang, et al.. (2023). A Matching Algorithm with Reinforcement Learning and Decoupling Strategy for Order Dispatching in On-Demand Food Delivery. Tsinghua Science & Technology. 29(2). 386–399. 5 indexed citations
6.
Pan, Zixiao, Ling Wang, Jie Zheng, Jing-fang Chen, & Xing Wang. (2022). A Learning-Based Multipopulation Evolutionary Optimization for Flexible Job Shop Scheduling Problem With Finite Transportation Resources. IEEE Transactions on Evolutionary Computation. 27(6). 1590–1603. 72 indexed citations
7.
Pan, Zixiao, Deming Lei, & Ling Wang. (2021). A Bi-Population Evolutionary Algorithm With Feedback for Energy-Efficient Fuzzy Flexible Job Shop Scheduling. IEEE Transactions on Systems Man and Cybernetics Systems. 52(8). 5295–5307. 84 indexed citations
8.
9.
Pan, Zixiao, Ling Wang, Jingjing Wang, & Jiawen Lu. (2021). Deep Reinforcement Learning Based Optimization Algorithm for Permutation Flow-Shop Scheduling. IEEE Transactions on Emerging Topics in Computational Intelligence. 7(4). 983–994. 85 indexed citations
10.
Pan, Zixiao, Deming Lei, & Ling Wang. (2020). A Knowledge-Based Two-Population Optimization Algorithm for Distributed Energy-Efficient Parallel Machines Scheduling. IEEE Transactions on Cybernetics. 52(6). 5051–5063. 131 indexed citations
11.
Pan, Zixiao, Deming Lei, & Qingyong Zhang. (2018). A New Imperialist Competitive Algorithm for Multiobjective Low Carbon Parallel Machines Scheduling. Mathematical Problems in Engineering. 2018. 1–13. 31 indexed citations
12.
Guo, Dongyu, et al.. (2018). Natural gas prediction model based on wavelet transform and BP neural network. 22. 952–955. 4 indexed citations
13.
Pan, Zixiao, Yang Chen, Wei Cheng, & Dongyu Guo. (2018). Improved fruit fly optimization algorithm for traveling salesman problem. 34. 466–470. 1 indexed citations
14.
Pan, Zixiao, et al.. (2018). BDE-based Temperature Measuring Instrument Design in Power Transmission Line. 8821–8825. 1 indexed citations
15.
16.
Zhang, Qingyong, et al.. (2017). A cooperated fruit fly optimization algorithm for Knapsack problem. 3 indexed citations
17.
Pan, Zixiao & Mei Wang. (2017). A new method of shredded paper image restoration based on ant colony algorithm. 23. 5526–5530. 1 indexed citations
18.
Pan, Zixiao & Mei Wang. (2017). Motion object detection method based on real-time background update under complex environment. 2163–2166. 1 indexed citations
19.
Pan, Zixiao & Mei Wang. (2017). A New Method of Shredded Paper Image Stitching and Restoration. 8. 55–58. 2 indexed citations
20.
Pan, Zixiao, et al.. (1997). An Adaptive Evolutionary Algorithm for Numerical Optimization.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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