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Articles
  • OpenAccess
  • Study of Optimization Assigned on Location Selection of an Automated Stereoscopic Warehouse Based on Genetic Algorithm  [MASS 2016]
  • DOI: 10.4236/jss.2016.47008   PP.52 - 58
  • Author(s)
  • Tongjuan Liu, Xiaoxia Ma, Xiaohui Zhan
  • ABSTRACT
  • In twenty-first century, automated stereoscopic warehouse has attracted many attentions of the enterprises because it has high working efficiency. The operation efficiency and management benefit of an automated stereoscopic warehouse are affected directly by the order picking efficient, it is an important symbol of service level about the automated stereoscopic warehouse. This paper from the perspective of the warehouse management to discuss the issue, the optimization assigned of location selection is regarded as the ultimate goal. A multi-objective mathematical model is established by setting “job efficiency” and “turnover rate” as objective functions, “warehouse space layout” as the constraint condition, and the genetic algorithm is used for coding this mathematical model which is applied to a pharmaceutical warehouse and solved by using Matlab software, result shows that the picking efficiency of normal temperature zone and the turnover of cargo area are have been greatly improved.

  • KEYWORDS
  • Automated Stereoscopic Warehouse, Optimization Assigned on Location Selection, Genetic Algorithm, The MATLAB Simulation
  • References
  • [1]
    Liu, E.G., Wang, G.C. and Zhu, X.S. (2014) MATLAB and Mathematics Experiment. National Defence Industry Press, Beijing.
    [2]
    Pan, Q. (2013) Multi-Source Information Fusion Theory and Application. Tsinghua University Press, Beijing.
    [3]
    Huang, B.L. (2011) Application of Adaptive Genetic Algorithm in Intelligent Generating Test Paper. Computer Engineering, 37, 161-163.
    [4]
    Tao, X.M., Liu, Y., Fu, D.D., et al. (2011) Hybrid Clonal Selection Algorithm for Multi Objective Optimization. Com- puter Simulation, 28, 199-203.

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