Dealing with Nonregular Shapes Packing
Author(s) -
Bonfim Amaro Júnior,
Plácido Rogério Pinheiro,
Rommel Dias Saraiva,
Pedro Gabriel Calíope Dantas Pinheiro
Publication year - 2014
Publication title -
mathematical problems in engineering
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.262
H-Index - 62
eISSN - 1026-7077
pISSN - 1024-123X
DOI - 10.1155/2014/548957
Subject(s) - polygon (computer graphics) , packing problems , mathematical optimization , regular polygon , metaheuristic , benchmark (surveying) , heuristic , genetic algorithm , task (project management) , circle packing , convex polygon , mathematics , computer science , algorithm , combinatorics , engineering , geometry , telecommunications , systems engineering , frame (networking) , geography , geodesy
This paper addresses the irregular strip packing problem, a particular two-dimensional cutting and packing problem in which convex/nonconvex shapes (polygons) have to be packed onto a single rectangular object. We propose an approach that prescribes the integration of a metaheuristic engine (i.e., genetic algorithm) and a placement rule (i.e., greedy bottom-left). Moreover, a shrinking algorithm is encapsulated into the metaheuristic engine to improve good quality solutions. To accomplish this task, we propose a no-fit polygon based heuristic that shifts polygons closer to each other. Computational experiments performed on standard benchmark problems, as well as practical case studies developed in the ambit of a large textile industry, are also reported and discussed here in order to testify the potentialities of proposed approach
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