Conference Paper

The Two-Dimensional Strip Cutting Problem: Improved Results on Real-World Instances

Volume: 22 December 31, 2021
  • Mehdi Mrad
  • Tamer G. Alı
  • Ali Balma
  • Anis Gharbı
  • Ali Samhan
  • M. A. Louly
EN

The Two-Dimensional Strip Cutting Problem: Improved Results on Real-World Instances

Abstract

Cutting and packing problems arise in various industrial settings such as production of metal, glass sheets, papers, etc. The demand of items should be met while minimizing loss of waste material. One of the most known as a contemporary problem in field of operations research is the two-dimensional strip cutting problem. A set of m rectangular items is to be cut from a two-dimensional strip of width W and infinite height. Each item i (i=1,2,…,m) has a width wi, a height hi, and a demand di. The objective is to determine how to cut the demanded items using the minimum height of strip and meet all the demands, while respecting the two stages of guillotine cuts. We address the arc-flow formulation for this NP-hard problem. A graph compression method is proposed and it is shown that substantially better results are achieved in obtaining optimal or near-optimal solutions of real-world instances.

Keywords

References

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  2. Delorme, Maxence, Manuel Iori, and Silvano Martello. 2016. “Bin Packing and Cutting Stock Problems: Mathematical Models and Exact Algorithms.” European Journal of Operational Research 255(1): 1–20. http://dx.doi.org/10.1016/j.ejor.2016.04.030.
  3. Dyckhoff, Harald. 1990. “A Typology of Cutting and Packing Problems.” European Journal of Operational Research 44(2): 145–59.
  4. Hifi, Mhand. 1998. “Exact Algorithms for the Guillotine Strip Cutting/Packing Problem.” Computers and Operations Research 25(11): 925–40.
  5. Iori, Manuel et al. 2021. “Exact Solution Techniques for Two-Dimensional Cutting and Packing.” European Journal of Operational Research 289(2): 399–415. https://doi.org/10.1016/j.ejor.2020.06.050.
  6. Lodi, Andrea, Silvano Martello, and Daniele Vigo. 1999. “Heuristic and Metaheuristic Approaches for a Class of Two-Dimensional Bin Packing Problems.” INFORMS Journal on Computing 11(4): 345–57.
  7. Lodi, Andrea, and Michele Monaci. 2003. “Integer Linear Programming Models for 2-Staged Two-Dimensional Knapsack Problems.” Mathematical Programming, Series B 94(2–3): 257–78.
  8. Macedo, Rita, Cláudio Alves, and J. M. Valério de Carvalho. 2010. “Arc-Flow Model for the Two-Dimensional Guillotine Cutting Stock Problem.” Computers and Operations Research 37(6): 991–1001. http://dx.doi.org/10.1016/j.cor.2009.08.005.

Details

Primary Language

English

Subjects

-

Journal Section

Conference Paper

Authors

Mehdi Mrad This is me
Saudi Arabia

Tamer G. Alı This is me
Saudi Arabia

Ali Balma This is me
Tunisia

Anis Gharbı This is me
Saudi Arabia

Ali Samhan This is me
Saudi Arabia

M. A. Louly This is me
Mauritania

Publication Date

December 31, 2021

Submission Date

March 10, 2021

Acceptance Date

May 31, 2021

Published in Issue

Year 2021 Volume: 22

APA
Mrad, M., G. Alı, T., Balma, A., Gharbı, A., Samhan, A., & Louly, M. A. (2021). The Two-Dimensional Strip Cutting Problem: Improved Results on Real-World Instances. The Eurasia Proceedings of Educational and Social Sciences, 22, 1-10. https://doi.org/10.55549/epess.1040517
AMA
1.Mrad M, G. Alı T, Balma A, Gharbı A, Samhan A, Louly MA. The Two-Dimensional Strip Cutting Problem: Improved Results on Real-World Instances. EPESS. 2021;22:1-10. doi:10.55549/epess.1040517
Chicago
Mrad, Mehdi, Tamer G. Alı, Ali Balma, Anis Gharbı, Ali Samhan, and M. A. Louly. 2021. “The Two-Dimensional Strip Cutting Problem: Improved Results on Real-World Instances”. The Eurasia Proceedings of Educational and Social Sciences 22 (December): 1-10. https://doi.org/10.55549/epess.1040517.
EndNote
Mrad M, G. Alı T, Balma A, Gharbı A, Samhan A, Louly MA (December 1, 2021) The Two-Dimensional Strip Cutting Problem: Improved Results on Real-World Instances. The Eurasia Proceedings of Educational and Social Sciences 22 1–10.
IEEE
[1]M. Mrad, T. G. Alı, A. Balma, A. Gharbı, A. Samhan, and M. A. Louly, “The Two-Dimensional Strip Cutting Problem: Improved Results on Real-World Instances”, EPESS, vol. 22, pp. 1–10, Dec. 2021, doi: 10.55549/epess.1040517.
ISNAD
Mrad, Mehdi - G. Alı, Tamer - Balma, Ali - Gharbı, Anis - Samhan, Ali - Louly, M. A. “The Two-Dimensional Strip Cutting Problem: Improved Results on Real-World Instances”. The Eurasia Proceedings of Educational and Social Sciences 22 (December 1, 2021): 1-10. https://doi.org/10.55549/epess.1040517.
JAMA
1.Mrad M, G. Alı T, Balma A, Gharbı A, Samhan A, Louly MA. The Two-Dimensional Strip Cutting Problem: Improved Results on Real-World Instances. EPESS. 2021;22:1–10.
MLA
Mrad, Mehdi, et al. “The Two-Dimensional Strip Cutting Problem: Improved Results on Real-World Instances”. The Eurasia Proceedings of Educational and Social Sciences, vol. 22, Dec. 2021, pp. 1-10, doi:10.55549/epess.1040517.
Vancouver
1.Mehdi Mrad, Tamer G. Alı, Ali Balma, Anis Gharbı, Ali Samhan, M. A. Louly. The Two-Dimensional Strip Cutting Problem: Improved Results on Real-World Instances. EPESS. 2021 Dec. 1;22:1-10. doi:10.55549/epess.1040517