Use of Promethee method to determine the best alternative for warehouse storage location assignment

ORIGINAL ARTICLE

Abstract

Storage includes all activities involved in holding products at a point for temporary custody and subsequent distribution. The criteria that must be considered in determining the location in a storage facility for each product are often conflicting. Thus, the main objective of this paper is to determine the best alternative for assigning a product to a warehouse storage location. A class formation and allocation model and a preference ranking organization method for enrichment evaluation (Promethee) multicriteria method are used to achieve this goal. By using the model proposed, the manager can learn of all the possible non-dominated allocations of the products in the warehouse and can then change the allocation when needed. The Promethee method is efficient at ranking alternatives which facilitates the decision process.

Keywords

Cube-per-order index Warehouse storage location assignment Time required Promethee method 

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References

  1. 1.
    Daniels RL, Rummel JL, Schantz R (1998) Model for warehouse order picking. Eur J Oper Res 115:1–17CrossRefGoogle Scholar
  2. 2.
    Zäpfel G, Wasner M (2006) Warehouse sequencing in the steel supply chain as a generalized job shop model. Int J Prod Econ 104:482–501CrossRefGoogle Scholar
  3. 3.
    Hsu C, Chen K, Chen M (2005) Batching orders in warehouses by minimizing travel distance with genetic algorithms. Comput Ind 56:169–178CrossRefGoogle Scholar
  4. 4.
    Liu C-M (1999) Clustering techniques for stock location and order-picking in a distribution center. Comput Oper Res 26:989–1002CrossRefMATHGoogle Scholar
  5. 5.
    Rouwenhorst B, Reuter B, Stockrahm V, Van Houtum GJ, Mantel RJ, Zijm WHM (2000) Warehouse design and control: framework and literature review. Eur J Oper Res 122:515–533CrossRefMATHGoogle Scholar
  6. 6.
    Hsieh L-F, Tsai L (2006) The optimum design of a warehouse system on order picking efficiency. Int J Adv Manuf Technol 28:626–637CrossRefGoogle Scholar
  7. 7.
    Roodbergen KJ, Koster R (2001) Routing methods for warehouses with multiple cross aisles. Int J Prod Res 39:1865–1883CrossRefMATHGoogle Scholar
  8. 8.
    Li M, Chen X, Liu C (2008) Pareto and niche genetic algorithm for storage location assignment optimization problem, The 3rd International Conference on Innovative Computing Information and Control - IEE.Google Scholar
  9. 9.
    Van Den Berg JP, Zijm WHM (1999) Models for warehouse management: classification and examples. Int J Prod Econ 59:519–528CrossRefGoogle Scholar
  10. 10.
    Petersen CG, Aase G (2004) A comparison of picking, storage, and routing policies in manual order picking. Int J Prod Econ 92:11–19CrossRefGoogle Scholar
  11. 11.
    Dallari F, Marchet G, Melacini M (2009) Design of order picking system. Int J Adv Manuf Technol 42:1–12CrossRefGoogle Scholar
  12. 12.
    Koster R, Le-Duc T, Roodbergen KJ (2007) Design and control of warehouse order picking: a literature review. Eur J Oper Res 182:481–501CrossRefMATHGoogle Scholar
  13. 13.
    Jiang YC, Shang J, Liu YZ (2010) Maximizing client satisfaction through an online recommendation system: a novel associative classification model. Decis Support Syst 48:470–479CrossRefGoogle Scholar
  14. 14.
    Gu J, Goetschalckx M, Mcginnis LF (2007) Research on warehouse operation: a comprehensive review. Eur J Oper Res 177:1–21CrossRefMATHGoogle Scholar
  15. 15.
    Chen M, Huang C, Chen K, Wu H (2005) Aggregation of orders in distribution centers using data mining. Expert Syst Appl 28:453–460CrossRefGoogle Scholar
  16. 16.
    Le-Duc T, Koster RBMM (2005) Travel distance estimation and storage zone optimization in a 2-block class-based storage strategy warehouse. Int J Prod Res 43:3561–3581CrossRefMATHGoogle Scholar
  17. 17.
    Brynzér H, Johansson MI (1996) Storage location assignment: using the product structure to reduce order picking times. Int J Prod Econ 46:595–603CrossRefGoogle Scholar
  18. 18.
    Muppani VR, Adil GK (2008) Efficient formation of storage classes for warehouse storage location assignment: a simulated annealing approach. Int J Manag Sci 36:609–618Google Scholar
  19. 19.
    Yin Y-L, Rau H (2006) Dynamic selection of sequencing rules for a class-based unit-load automated storage and retrieval system. Int J Adv Manuf Technol 29:1259–1266CrossRefGoogle Scholar
  20. 20.
    Rau H, Yin Y-L (2007) Dual commands dispatching of a class-based unit-load automated storage and retrieval system using multi-pass simulation with generic algorithm. Int J Adv Manuf Technol 33:530–539CrossRefGoogle Scholar
  21. 21.
    Jane C, Laih Y (2005) A clustering algorithm for item assignment in a synchronized zone order picking system. Eur J Oper Res 155:489–496CrossRefMathSciNetGoogle Scholar
  22. 22.
    Muppani VR, Adil GK (2008b) A branch and bound algorithm for class based storage location assignment. Eur J Oper Res 189:492–507CrossRefMATHMathSciNetGoogle Scholar
  23. 23.
    Albadvi A, Chaharsooghi SK, Esfahanipour A (2007) Decision making in stock trading: an application of Promethee. Eur J Oper Res 177:673–683CrossRefMATHGoogle Scholar
  24. 24.
    Dias LC, Costa JP, Clímaco JN (1998) A parallel implementation of the Promethee method. Eur J Oper Res 104:521–531CrossRefMATHGoogle Scholar
  25. 25.
    Brans JP, Mareschal B (2009) Promethee methods. In: Figueira JR, Greco S, Ehrgott, M (eds) Multiple criteria decision analysis: state of the art surveys. Springer, Chapter 5:163–195Google Scholar
  26. 26.
    Macharis C, Springael J, Brucker K, Verbeke A (2004) Promethee and AHP: the design of operational synergies in multicriteria analysis: strengthening Promethee with ideas of AHP. Eur J Oper Res 153:307–317CrossRefMATHGoogle Scholar
  27. 27.
    Chareonsuk C, Nagarur N, Tabucanon MT (1997) A multicriteria approach to the selection of preventive maintenance intervals. Int J Prod Econ 49:55–64CrossRefGoogle Scholar
  28. 28.
    Behzadian M, Kazemzadeh RB, Albadvi A, Aghdasi M (2010) Promethee: a comprehensive literature review on methodologies and applications. Eur J Oper Res 200:198–215CrossRefMATHGoogle Scholar
  29. 29.
    Cavalcante CAV, Pires Ferreira RJ, de Almeida AT (2010) A preventive maintenance decision model based on multicriteria method PROMETHEE II integrated with Bayesian approach. J Manag Math 21:333–348MATHGoogle Scholar
  30. 30.
    Babic Z, Plazibat N (1998) Ranking of enterprises based on multicriterial analysis. Int J Prod Econ 56–57:29–35CrossRefGoogle Scholar
  31. 31.
    Chew EP, Tang LC (1999) Travel time analysis for general item location assignment in a rectangular warehouse. Eur J Oper Res 112:582–597CrossRefMATHGoogle Scholar

Copyright information

© Springer-Verlag London 2013

Authors and Affiliations

  1. 1.Federal University of PernambucoRecifeBrazil

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