Optimization of Warehouse Layout Based on Genetic Algorithm and Simulation
LIU Jiayin
SHI Tao
ZHANG Nan
ZHANG Kun
ZHAO Gang
Abstract：Aiming at the problem of warehouse layout planning,the mathematical model and simulation model of warehouse layout planning are established based on the traditional SLP method. Due to the inefficiency simulation method,a two-stage optimi?zation method is designed based on genetic algorithm and simulation method. Finally combined with the instance,the warehouse lay?out scheme is designed rationally. The results show that the two-stage optimization method based on genetic algorithm and simula?tion method can avoid interference of human factors in the traditional SLP method and absorb the advantages of mathematical model and simulation model to make the warehouse layout scheme more complete and reasonable,and the method can come up with a satis?factory solution within the prescribed period of time,and ensure the calculation efficiency of the solving method.
Keywords：warehouselayout planninggenetic algorithmsimulation
Publication Date：2019-01-01
Online Publishing Date：2025-08-15(First online date of this platform, not the publication date of the document)
Pages：5( 833-837 )