A Quantum Game Model and Simulation Study on Collaborative Operation of Container Sea-Rail Intermodal Transport

Yufeng Zhao, Fuyang Zhao, Zhida Guo
Proceedings of 2025 2nd International Conference on Machine Learning and Intelligent Computing, PMLR 278:622-631, 2025.

Abstract

Under the new development pattern of “double circulation" and the continuous promotion of the Belt and Road Initiative, the demand for container sea-rail intermodal transport is increasing day by day, and the efficiency and stability of its collaborative operation become the key. This paper focuses on this, and constructs a quantum game model for the coordinated operation of container sea rail intermodal transport. The model brings the relevant stakeholders such as shipping enterprises and railway transport enterprises into the game framework, and analyzes the benefits under different strategy combinations. Through the design of simulation experiments, the model is verified. The results show that this model can accurately describe the decision-making behavior and synergy effect of various stakeholders, provide a new theory and method for optimizing the collaborative operation of sea rail intermodal transport, and help to improve the overall operation efficiency and service level.

Cite this Paper

BibTeX
@InProceedings{pmlr-v278-zhao25b, title = {A Quantum Game Model and Simulation Study on Collaborative Operation of Container Sea-Rail Intermodal Transport}, author = {Zhao, Yufeng and Zhao, Fuyang and Guo, Zhida}, booktitle = {Proceedings of 2025 2nd International Conference on Machine Learning and Intelligent Computing}, pages = {622--631}, year = {2025}, editor = {Zeng, Nianyin and Pachori, Ram Bilas and Wang, Dongshu}, volume = {278}, series = {Proceedings of Machine Learning Research}, month = {25--27 Apr}, publisher = {PMLR}, pdf = {https://raw.githubusercontent.com/mlresearch/v278/main/assets/zhao25b/zhao25b.pdf}, url = {https://proceedings.mlr.press/v278/zhao25b.html}, abstract = {Under the new development pattern of “double circulation" and the continuous promotion of the Belt and Road Initiative, the demand for container sea-rail intermodal transport is increasing day by day, and the efficiency and stability of its collaborative operation become the key. This paper focuses on this, and constructs a quantum game model for the coordinated operation of container sea rail intermodal transport. The model brings the relevant stakeholders such as shipping enterprises and railway transport enterprises into the game framework, and analyzes the benefits under different strategy combinations. Through the design of simulation experiments, the model is verified. The results show that this model can accurately describe the decision-making behavior and synergy effect of various stakeholders, provide a new theory and method for optimizing the collaborative operation of sea rail intermodal transport, and help to improve the overall operation efficiency and service level.} }
Endnote
%0 Conference Paper %T A Quantum Game Model and Simulation Study on Collaborative Operation of Container Sea-Rail Intermodal Transport %A Yufeng Zhao %A Fuyang Zhao %A Zhida Guo %B Proceedings of 2025 2nd International Conference on Machine Learning and Intelligent Computing %C Proceedings of Machine Learning Research %D 2025 %E Nianyin Zeng %E Ram Bilas Pachori %E Dongshu Wang %F pmlr-v278-zhao25b %I PMLR %P 622--631 %U https://proceedings.mlr.press/v278/zhao25b.html %V 278 %X Under the new development pattern of “double circulation" and the continuous promotion of the Belt and Road Initiative, the demand for container sea-rail intermodal transport is increasing day by day, and the efficiency and stability of its collaborative operation become the key. This paper focuses on this, and constructs a quantum game model for the coordinated operation of container sea rail intermodal transport. The model brings the relevant stakeholders such as shipping enterprises and railway transport enterprises into the game framework, and analyzes the benefits under different strategy combinations. Through the design of simulation experiments, the model is verified. The results show that this model can accurately describe the decision-making behavior and synergy effect of various stakeholders, provide a new theory and method for optimizing the collaborative operation of sea rail intermodal transport, and help to improve the overall operation efficiency and service level.
APA
Zhao, Y., Zhao, F. & Guo, Z.. (2025). A Quantum Game Model and Simulation Study on Collaborative Operation of Container Sea-Rail Intermodal Transport. Proceedings of 2025 2nd International Conference on Machine Learning and Intelligent Computing, in Proceedings of Machine Learning Research 278:622-631 Available from https://proceedings.mlr.press/v278/zhao25b.html.

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