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Research on the Optimization of Cigarette Distribution Route Based on Improved NSGA-II Guilin University of Electronic Technology, School of Archit
- Format:
- Book
- Conference/Event
- Author/Creator:
- Li, Wenyong, author.
- Conference Name:
- 2025 International Conference on Intelligent Transportation and Future Mobility (ITFM2025) (2025-04-11 : Guilin, China)
- Language:
- English
- Physical Description:
- 1 online resource cm
- Place of Publication:
- Warrendale, PA SAE International 2025
- Summary:
- To address the rigid single-route adjustment problem in China's tobacco logistics, this work proposes an Improved NSGA-II and applies it to optimize cigarette distribution routes. First, a bi-objective model is established that comprehensively considers transportation costs and risks. Second, the algorithm is enhanced by introducing a multi-modal initialization strategy and adaptively adjusting crossover and mutation rates based on population entropy. Finally, validation through simulated data demonstrates that the Improved NSGA-II significantly enhances solution quality and diversity compared to traditional NSGA-II, highlighting its critical significance in the planning of cigarette distribution route
- Notes:
- Vendor supplied data
- Publisher Number:
- 2025-99-0437
- Access Restriction:
- Restricted for use by site license
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