A Research for Scheduling Model of Vehicles in Warehouses Based on Genetic Algorithm

According to the low-efficiency and high-cost situation of warehouses operation, which exists in logistics industry, this paper proposes a scheduling model of vehicles in warehouses based on genetic algorithm. The host PC can realize the scheduling of vehicles by genetic algorithm. And simulation co...

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Bibliographic Details
Main Authors: Wang You-zhao, Peng Yu-xiang, Guo Xiao-xi
Format: Conference Proceeding
Language:English
Subjects:
Genetic algorithm
Genetic algorithms
Job shop scheduling
Logistics
Scheduling host
Scheduling model
Sociology
Statistics
Vehicles
Warehousing
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Summary:According to the low-efficiency and high-cost situation of warehouses operation, which exists in logistics industry, this paper proposes a scheduling model of vehicles in warehouses based on genetic algorithm. The host PC can realize the scheduling of vehicles by genetic algorithm. And simulation confirms reliability and efficiency of scheduling. Experiments illustrate that this scheduling model efficiently saves the turnover time, and improves the utilization ratio of space as well.
ISSN:2162-8998
DOI:10.1109/MINES.2012.41