Adaptive Path Optimization of Logistics and Distribution Based on Genetic Algorithm

Liang Zhu; Haonan Wu; Fa Liu

doi:10.54097/hset.v70i.12203

Authors

Liang Zhu
Haonan Wu
Fa Liu

DOI:

https://doi.org/10.54097/hset.v70i.12203

Keywords:

Path Optimization, Genetic Algorithm, Logistics.

Abstract

Designing a logistics network adjustment plan will better ensure the normal operation of the logistics network. Based on the analysis of logistics freight data, when a certain station (DC-5 station is selected in this paper) is shut down, the cargo volume of the relevant line of the site is allocated to other lines and constructed, the impact on the logistics network is dynamically analyzed, and the path optimization problem of automatic acquisition and adaptive adjustment of search direction is carried out based on genetic algorithm without given conditions, and the optimal path allocation scheme is found. Keep as few lines as possible that change in volume before and after this site goes down, and keep the workload of each line as balanced as possible.

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