• DocumentCode
    3669255
  • Title

    A multi-threaded memetic packing algorithm for the ISO luggage packing problem

  • Author

    Evan Shellshear;Johan S. Carlson;Robert Bohlin;Sebastian Tafuri

  • Author_Institution
    Geometry and Motion Planning, Fraunhofer-Chalmers Research Centre, Gothenburg, 41288, Sweden
  • fYear
    2015
  • Firstpage
    1509
  • Lastpage
    1514
  • Abstract
    A new multi-threaded memetic algorithm (genetic algorithm with local optimizations) for the ISO 3832 luggage packing standard is presented. Apart from producing high-quality results, the algorithm also exploits the highly parallel computer architectures that are becoming more common as well as packing more boxes than other state-of-the-art algorithms. We also provide the first comparison of state-of-the-art packing algorithms for a real world trunk geometry.
  • Keywords
    "Geometry","Biological cells","Genetic algorithms","Octrees","Memetics","Optimization","ISO Standards"
  • Publisher
    ieee
  • Conference_Titel
    Automation Science and Engineering (CASE), 2015 IEEE International Conference on
  • ISSN
    2161-8070
  • Electronic_ISBN
    2161-8089
  • Type

    conf

  • DOI
    10.1109/CoASE.2015.7294313
  • Filename
    7294313