A Variable Neighborhood Search Algorithm for the Leather Nesting Problem

The leather nesting problem is a cutting and packing optimization problem that consists in finding the best layout for a set of irregular pieces within a natural leather hide with an irregular surface and contour. In this paper, we address a real application of this problem related to the production of car seats in the automotive industry. The high quality requirements imposed on these products combined with the heterogeneity of the leather hides make the problem very complex to solve in practice. Very few results are reported in the literature for the leather nesting problem. Furthermore, the majority of the approaches impose some additional constraints to the layouts related to the particular application that is considered. In this paper, we describe a variable neighborhood search algorithm for the general leather nesting problem. To evaluate the performance of our approaches, we conducted an extensive set of computational experiments on real instances. The results of these experiments are reported at the end of the paper.

[1]  P. Hansen,et al.  Variable neighbourhood search: methods and applications , 2010, Ann. Oper. Res..

[2]  Ramón Alvarez-Valdés,et al.  Neighborhood structures for the container loading problem: a VNS implementation , 2010, J. Heuristics.

[3]  Gerhard Wäscher,et al.  An improved typology of cutting and packing problems , 2007, Eur. J. Oper. Res..

[4]  T. M. Chan,et al.  Sequence based heuristics for two-dimensional bin packing problems , 2009 .

[5]  Yuping Zhang,et al.  A Generic Approach for Leather Nesting , 2009, 2009 Fifth International Conference on Natural Computation.

[6]  José A. Moreno-Pérez,et al.  GRASP-VNS hybrid for the Strip Packing Problem , 2004, Hybrid Metaheuristics.

[7]  Alan Crispin,et al.  Genetic Algorithm Coding Methods for Leather Nesting , 2005, Applied Intelligence.

[8]  Pijush K. Ghosh,et al.  An algebra of polygons through the notion of negative shapes , 1991, CVGIP Image Underst..

[9]  Thomas Lengauer,et al.  The nesting problem in the leather manufacturing industry , 1995, Ann. Oper. Res..

[10]  Cláudio Alves,et al.  New constructive algorithms for leather nesting in the automotive industry , 2012, Comput. Oper. Res..

[11]  E. Hopper,et al.  An empirical investigation of meta-heuristic and heuristic algorithms for a 2D packing problem , 2001, Eur. J. Oper. Res..

[12]  Z. Yuping,et al.  A very fast simulated re-annealing algorithm for the leather nesting problem , 2005 .

[13]  Pierre Hansen,et al.  Variable Neighborhood Search : Methods and Applications , 2008 .

[14]  Pierre Hansen,et al.  Variable Neighborhood Search , 2018, Handbook of Heuristics.

[15]  Julia A. Bennell,et al.  The geometry of nesting problems: A tutorial , 2008, Eur. J. Oper. Res..

[16]  Ramón Alvarez-Valdés,et al.  A Maximal-Space Algorithm for the Container Loading Problem , 2008, INFORMS J. Comput..

[17]  Kathryn A. Dowsland,et al.  The irregular cutting-stock problem - a new procedure for deriving the no-fit polygon , 2001, Comput. Oper. Res..

[18]  Wen-Chen Lee,et al.  A heuristic for nesting problems of irregular shapes , 2008, Comput. Aided Des..