NEW HEURISTIC FOR THREE DIMENSIONAL STRIP PACKING PROBLEM Ha Thai Duong Supervisor: Edmund Burke,...
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Transcript of NEW HEURISTIC FOR THREE DIMENSIONAL STRIP PACKING PROBLEM Ha Thai Duong Supervisor: Edmund Burke,...
NEW HEURISTIC FOR THREE DIMENSIONAL STRIP PACKING PROBLEM
Ha Thai Duong
Supervisor: Edmund Burke, Graham Kendall
Overview
Problem Definition Literature Review Currently Used Heuristic Tested Result Conclusion
Problem Definition
Pack all boxes into a smallest open container
Min (Optimal Volume/Actual Volume)
Open Container
Boxes
Problem Definition
Logistic Container Storage
Cutting Material Space allocation
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
Literature Review
Exact method Dudzinski, K. and Walukiewicz, S., 1987
Heuristic Heuristic Heuristic & Search Method
Literature Review
Layer Building Moura and Oliveira, 2005 A. Bortfeldt and D. Mack 2007
Literature Review
Box Arrangement Bortfeldt and Gehring, 1998 Eley 2002 Bortfeldt et al., 2003
Literature Review
Best Fit E. K. Burke, G. Kendall, and G. Whitwell. 2004 S. Allen E. K. Burke G. Kendall
And manymore ...
GAP
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. ....
Literature Review
Each heuristic suitable for some cases Constructive heuristic is more important
than search method Addition Constraints:
Orientation constraint Weight distribution Loading stability
Currently Used Heuristic
Max Surround Touching Min Rotation Score Min Volume Percentage Max Contact Area & Max Volume (S.
Allen E. K. Burke G. Kendall)
Max Surround Touching
Touching top of the box
Max Surround Touching
Max Surround Touching
Touching top of the box
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
Min Rotation Score
No Rotation
Min Rotation Score
No Rotation
Min Rotation Score
No Rotation
Min Rotation Score
No Rotation
Min Rotation Score
No Rotation
Min Volume Percentage
Optimal Volume/ Actual Volume
Min Volume Percentage
Min Volume Percentage
Tested Result
BR dataset – OR Library BR10 – 87.2% (Best 87.6)
Viewer created by Sam Allen
Conclusion & Future Work
New heuristic particular good in some cases
Multiple heuristic run Different data set Application hyper-heuristic
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
Thank you
Questions