Abstract

<div class="section abstract"><div class="htmlview paragraph">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.</div></div>

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Year
2025
Type
article
Volume
1
Citations
0
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Wenyong Li, Qi Sun, Jiawei Li et al. (2025). Research on the Optimization of Cigarette Distribution Route Based on Improved NSGA-II. SAE technical papers on CD-ROM/SAE technical paper series , 1 . https://doi.org/10.4271/2025-99-0437

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DOI
10.4271/2025-99-0437