Research on Intelligent System for Improving Supply Chain Efficiency Based on Simulation Technology
An intelligent system based on PSO is researched to increase the efficiency of supply chain. An efficient SCM model is established based on the combination of algorithm design and system simulation, which can improve the whole operation efficiency. Firstly, the key problems of SCM are analyzed, and the PSO algorithm is proposed to find the best solution. Then, the model is validated by the simulation technique, and the actual operating conditions of every link in the supply chain are simulated in the virtual environment. Simulation results indicate that PSO can significantly improve the efficiency of SCM, especially in reducing order response time, optimizing inventory management, and decreasing logistics cost. Through the comparison of the experiment data, the paper gets the conclusion that the system can keep the high adaptability and stability under all kinds of situations. The simulation based SCM system provides a scientific and efficient solution to improve the efficiency of the supply chain.
Authors
- Hang Jerry Qi (ORCID: https://orcid.org/0000-0002-3212-5284)
Institutions
- Shanghai University (CN)
Publication Details
- Published
- 2025-01-10
- DOI
- https://doi.org/10.1109/citsc64390.2025.00119
- Citations
- 1
- Primary Topic
- Advanced Manufacturing and Logistics Optimization
- Type
- article
- Field-Weighted Citation Impact
- 1.24