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NEW HEURISTIC FOR THREE DIMENSIONAL STRIP PACKING PROBLEM Ha Thai Duong Supervisor: Edmund Burke, Graham Kendall
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Overview Problem Definition Literature Review Currently Used Heuristic Tested Result Conclusion
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Problem Definition Pack all boxes into a smallest open container Min (Optimal Volume/Actual Volume) Open Container Boxes
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Problem Definition Logistic Container Storage Cutting Material Space allocation
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Problem Definition Dyckhoff (1990) 3/B/O/F, 3/B/O/M or 3/B/O/R 3: three-dimensional, B/O: one object/container and selection of items, F: few items of different types, M: many items of many different types, R: many items of relatively few different types). Wascher et al. (2007) Three-dimensional cuboids open-dimension-problem
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Literature Review Exact method Dudzinski, K. and Walukiewicz, S., 1987 Heuristic Heuristic Heuristic & Search Method
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Literature Review Layer Building Moura and Oliveira, 2005 A. Bortfeldt and D. Mack 2007
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Literature Review Box Arrangement Bortfeldt and Gehring, 1998 Eley 2002 Bortfeldt et al., 2003
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Literature Review Best Fit E. K. Burke, G. Kendall, and G. Whitwell. 2004 S. Allen E. K. Burke G. Kendall And manymore... GAP
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Literature Review Heuristic & Search Method Tabu Search T.G. Crainic, G. Perboli and R. Tadei 2009 E.E. Zachariadis, C.D. Tarantilis and C.T. Kiranoudis 2009 Genetic Algorithms Gehring, H., Bortfeldt, A., 2002. ....
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Literature Review Each heuristic suitable for some cases Constructive heuristic is more important than search method Addition Constraints: Orientation constraint Weight distribution Loading stability
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Currently Used Heuristic Max Surround Touching Min Rotation Score Min Volume Percentage Max Contact Area & Max Volume (S. Allen E. K. Burke G. Kendall)
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Max Surround Touching Touching top of the box
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Max Surround Touching
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Touching top of the box
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Min Rotation Score Box with less rotation is harder to pack Packing box with min rotation score Rotation Score (Number Possible Rotation * Number Box)/ Total Number Box
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Min Rotation Score No Rotation
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Min Rotation Score No Rotation
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Min Rotation Score No Rotation
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Min Rotation Score No Rotation
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Min Rotation Score No Rotation
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Min Volume Percentage Optimal Volume/ Actual Volume
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Min Volume Percentage
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Tested Result BR dataset – OR Library BR10 – 87.2% (Best 87.6) Viewer created by Sam Allen
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Conclusion & Future Work New heuristic particular good in some cases Multiple heuristic run Different data set Application hyper-heuristic
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References A New Hybrid Placement Strategy for the Three- Dimensional Strip Packing Problem (S. Allen E. K. Burke G. Kendall) An improved typology of cutting and packing problems Gerhard Wa¨scher *, Heike Hausner, Holger Schumann A heuristic for the three-dimensional strip packing problem, Andreas Bortfeldt, Daniel Mack
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Thank you Questions
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