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Board cutting from logs: Optimal and heuristic approaches for the problem of packing rectangles in a circle

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  • Hinostroza, Ignacio
  • Pradenas, Lorena
  • Parada, Víctor

Abstract

The cutting of logs when the sawing pattern must be defined to produce boards that satisfy a pre-established demand presents a particularly interesting problem. This problem can be reduced to one of optimal bi-dimensional packing of rectangles in a circular container, which we call the problem of packing rectangles in a circle. To tackle this problem, we present a mathematical formulation based on nonlinear mixed integer programming in order to rapidly solve small-scale problems. For larger problems, two heuristic methods are proposed: a constructive method that fits the rectangles by decreasing order of height inside the circular container and a second method based on simulated annealing that considers an array defining the order in which the rectangles must be considered by a construction function. A set of test problems is selected by which the constructive heuristic delivers an average yield of 91.3%, whereas the simulated annealing approach generates packing patterns with an average yield of 93.6% of the usable area, but at the expense of computing times that are longer than 1h in the most extreme cases. It is concluded that both methods can be used to support decision making by choosing the most adequate approach depending on the scale of the problem to be solved.

Suggested Citation

  • Hinostroza, Ignacio & Pradenas, Lorena & Parada, Víctor, 2013. "Board cutting from logs: Optimal and heuristic approaches for the problem of packing rectangles in a circle," International Journal of Production Economics, Elsevier, vol. 145(2), pages 541-546.
  • Handle: RePEc:eee:proeco:v:145:y:2013:i:2:p:541-546
    DOI: 10.1016/j.ijpe.2013.04.047
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    References listed on IDEAS

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    1. Wascher, Gerhard & Hau[ss]ner, Heike & Schumann, Holger, 2007. "An improved typology of cutting and packing problems," European Journal of Operational Research, Elsevier, vol. 183(3), pages 1109-1130, December.
    2. Castillo, Ignacio & Kampas, Frank J. & Pintér, János D., 2008. "Solving circle packing problems by global optimization: Numerical results and industrial applications," European Journal of Operational Research, Elsevier, vol. 191(3), pages 786-802, December.
    3. Jakobs, Stefan, 1996. "On genetic algorithms for the packing of polygons," European Journal of Operational Research, Elsevier, vol. 88(1), pages 165-181, January.
    4. Dyckhoff, Harald, 1990. "A typology of cutting and packing problems," European Journal of Operational Research, Elsevier, vol. 44(2), pages 145-159, January.
    5. Lodi, Andrea & Martello, Silvano & Monaci, Michele, 2002. "Two-dimensional packing problems: A survey," European Journal of Operational Research, Elsevier, vol. 141(2), pages 241-252, September.
    6. E. K. Burke & G. Kendall & G. Whitwell, 2004. "A New Placement Heuristic for the Orthogonal Stock-Cutting Problem," Operations Research, INFORMS, vol. 52(4), pages 655-671, August.
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    Cited by:

    1. Broz, Diego & Vanzetti, Nicolás & Corsano, Gabriela & Montagna, Jorge M., 2019. "Goal programming application for the decision support in the daily production planning of sawmills," Forest Policy and Economics, Elsevier, vol. 102(C), pages 29-40.
    2. Lorena Pradenas & Marco Fuentes & Víctor Parada, 2020. "Optimizing waste storage areas in health care centers," Annals of Operations Research, Springer, vol. 295(1), pages 503-516, December.
    3. Silva, Allyson & Coelho, Leandro C. & Darvish, Maryam & Renaud, Jacques, 2022. "A cutting plane method and a parallel algorithm for packing rectangles in a circular container," European Journal of Operational Research, Elsevier, vol. 303(1), pages 114-128.
    4. Bouzid, Mouaouia Cherif & Salhi, Said, 2020. "Packing rectangles into a fixed size circular container: Constructive and metaheuristic search approaches," European Journal of Operational Research, Elsevier, vol. 285(3), pages 865-883.

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