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Fast truck-packing of 3D boxes

Treść / Zawartość
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
We present formulation and heuristic solution of a container packing problem observed in a household equipment factory’s sales and logistics department. The main feature of the presented MIP model is combining several types of constraints following from the considered application field. The developed best-fit heuristic is tested on the basis of a computational experiment. The obtained results show that the heuristic is capable of constructing good solutions in a very short time. Moreover, the approach allows easy adjustment to additional loading constraints.
Rocznik
Strony
29--40
Opis fizyczny
Bibliogr. 33 poz., rys., tab.
Twórcy
  • Poznan University of Technology, Institute of Computing Science, Poland
autor
  • Poznan University of Technology, Institute of Computing Science, Poland
autor
  • University of Siegen, Faculty III, Institute of Information Systems, Center for Advanced Studies in Management, Germany
autor
  • Poznan University of Technology, Institute of Computing Science, Poland
autor
  • Poznan University of Technology, Institute of Computing Science, Poland
Bibliografia
  • Amiouny, S.V., Bartholdi, J.J.I., Vande Vate, J.H., & Zhang, J. (1992). Balanced loading. Operations Research, 40, 238-246.
  • Bischoff, E. (1991). Stability aspects of pallet loading. OR Spectrum, 13,189-197.
  • Bischoff, E. (2006). Three dimensional packing of items with limited load bearing strength. European Journal of Operational Research, 168, 952-966.
  • Bischoff, E., & Mariott, M. (1990). A comparative evaluation of heuristics for container loading. European Journal of Operational Research, 44, 267-276.
  • Bischoff, E., & Ratcliff, M. (1995). Issues in the development of approaches to container loading. OMEGA, 23(4), 377-390.
  • Bortfeldt, A., & Gehring, H. (1998). A tabu search algorithm for weakly heterogeneous container loading problems. OR Spektrum, 20, 237-250.
  • Bortfeldt, A., & Gehring, H. (2001). A hybrid generic algorithm for the container loading problem. European Journal of Operational Research, 131, 143-161.
  • Bortfeldt, A., Gehring, H., & Mack, D. (2003). A parallel tabu search algorithm for solving the container packing problem. Parallel computing, 29, 641-662.
  • Chen, C., Lee, S., & Shen, Q.S. (1995). An analytical model for the container loading problem. European Journal of Operational Research, 80, 68-76.
  • De Castro, J., Silva, N., Soma, N., & Maculan, N. (2003). A greedy search for the three-dimensional bin packing problem: the packing static stability case. International Transactions in Operational Research, 10, 141-153.
  • Egeblad, J. (2009). Placement of two-and three-dimensional irregular shapes for inertia moment and balance. International Transactions in Operational Research, 16(6), 789-807.
  • Eley, M. (2002). Solving container loading problems by block arrangements. European Journal of Operational Research, 141, 393-409.
  • Fasano, G. (1999). Cargo analytical integration in space engineering: A three dimensional packing model. In T. Ciriani, S. Gliozzi, E. Johnson (Eds.), Operations Research in Industry (pp. 232-246). London, England: Macmillan.
  • Fasano, G. (2004). A MIP approach for some practical packing problems: Balancing constraints and tetrislike items. Quarterly Journal of Operations Research, 2(2), 161-174.
  • Fasano, G. (2008). MIP-based heuristic for non-standard 3D-packing problems. Quarterly Journal of Operations Research, 6(3), 291-310.
  • Garey, M., & Johnson, D. (1979). Computers and Intractability: A Guide to the Theory of NP-Completeness. San Francisco, USA: W. H. Freeman and Company.
  • Gehring, H., & Bortfeldt, A. (1997). A genetic algorithm for solving the container loading problem. International Transactions in Operational Research, 4(5/6), 401-418.
  • Gehring, H., & Bortfeldt, A. (2002). A parallel genetic algorithm for solving the container loading problem. International Transactions in Operational Research, 9, 497-511.
  • George, J.A., & Robinson, D.F. (1980). A heuristic for packing boxes into a container. Computers and Operations Research, 7, 147-156.
  • Junqueira, L., Morabito, R., Yamashita, D., & Yanasse, H. (2012). Optimization Models for the Three-dimensional Container Loading Problem with Practical Constraints. New York, USA: Springer Science, & Business Media.
  • Lim, A., & Rodrigues, B. (2005). 3-D container packing heuristics. Applied Intelligence, 22(2), 125-134.
  • Mack, D., Bortfeldt, A., & Gehring, H. (2004). A parallel local algorithm for the container loading problem. International Transactions in Operational Research, 11, 511-533.
  • Mathur, K. (1998). An integer-programming-based heuristic for the balanced loading problem. Operations Research Letters, 22, 19-25.
  • Moura, A., & Oliveira, J. (2005). A GRASP approach to the container-loading problem. IEEE Intelligent Systems, 20, 50-57.
  • Onodera, H., Taniguchi, Y., & Tamaru, K. (1991). Branchand-bound placement for building block layout. 28th ACM/IEEE design automation conference, 433-439.
  • Padberg, M. (1999). Packing small boxes into a big box. Mathematical Methods of Operations Research, 52(1), 1-21.
  • Parreno, F., Alvarez-Valdes, R., Oliveira, J.F., & Tamarit, J.M. (2010). Neighborhood structures for the container loading problem: a VNS implementation. Journal of Heuristics, 16(1), 1-22.
  • Pisinger, D. (2002). Heuristics for the container loading problem. European Journal of Operational Research, 141, 382-392.
  • Pisinger, D., & Sigurd, M. (2005). The two-dimensional bin packing problem with variable bin sizes and costs. Disctrete Optimization, 2(2), 154-167.
  • Sciomachen, A., & Tanfani, E. (2007). A 3D-BPP approach for optimising stowage plans and terminal productivity. European Journal of Operational Research, 183(3), 1433-1446.
  • Takadama, K., Tokunaga, F., & Shimohara, K. (2004). Capabilities of a multiagent-based cargo layout system for h-ii transfer vehicle. 16th IFAC Symposium on Automatic Control in Aerospace, 250-255.
  • Terno, J., Scheithauer, G., Sommerweiss, U., & Riehme, J. (2000). An efficient approach for the multi-pallet loading problem. European Journal of Operational Research, 123, 372-381.
  • Wäscher, G., Haussner, H., & Schumann, H. (2007). An improved typology of cutting and packing problems. European Journal of Operational Research, 183(3), 1109-1130.
Uwagi
Opracowanie rekordu w ramach umowy 509/P-DUN/2018 ze środków MNiSW przeznaczonych na działalność upowszechniającą naukę (2019).
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-2a201335-4a2c-4188-8b01-c03ab80ef045
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