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Experimental examination of facilities layout problems in logistics systems including objects with diverse sizes and shapes

Author

Listed:
  • Jerzy Grobelny
  • Rafal Michalski

Abstract

This study demonstrates a simulation experiment results regarding a flexible approach to solving facilities layout problem on a regular grid. In this paper approach we model objects with different dimensions and various shapes. We have implemented our version of the simulated annealing algorithm (Kirkpatrick et al., 1983) and analyzed how the number of cycles (100, 200, 300), objects types (uniform, diverse) affect average goal function values, mean concentration degrees, and the number of disintegrated objects. The formal statistical analysis was conducted separately for two sizes of regular grids, i.e. 6x6 and 10x10. The outcomes generally showed a significant influence of the studied effects on the analyzed dependent variables.

Suggested Citation

  • Jerzy Grobelny & Rafal Michalski, 2016. "Experimental examination of facilities layout problems in logistics systems including objects with diverse sizes and shapes," WORking papers in Management Science (WORMS) WORMS/16/12, Department of Operations Research and Business Intelligence, Wroclaw University of Science and Technology.
    • Handle: RePEc:ahh:wpaper:worms1612
    DOI: 10.1007/978-3-319-28555-9_14
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    File URL: https://worms.pwr.edu.pl/RePEc/ahh/wpaper/WORMS_16_12.pdf
    File Function: Final version, 2016
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    References listed on IDEAS

    as
    1. Kusiak, Andrew & Heragu, Sunderesh S., 1987. "The facility layout problem," European Journal of Operational Research, Elsevier, vol. 29(3), pages 229-251, June.
    2. Gordon C. Armour & Elwood S. Buffa, 1963. "A Heuristic Algorithm and Simulation Approach to Relative Location of Facilities," Management Science, INFORMS, vol. 9(2), pages 294-309, January.
    3. Kim, J. -Y. & Kim, Y. -D., 1995. "Graph theoretic heuristics for unequal-sized facility layout problems," Omega, Elsevier, vol. 23(4), pages 391-401, August.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Logistics; Facilities layout problem; Simulated annealing; Flexible approach; Simulation experiment;
    All these keywords.

    JEL classification:

    • C00 - Mathematical and Quantitative Methods - - General - - - General
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • L16 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Industrial Organization and Macroeconomics; Macroeconomic Industrial Structure
    • L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production
    • L91 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Transportation: General
    • M11 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Production Management

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