Mathematical Problems in Engineering · 2014 · 13 citations · 17 references
Natural SciencesComputer ScienceManufacturing EngineeringComputational GeometryDesign OptimizationOptimizationCombinatorial OptimizationEvolutionary OptimizationGenetic AlgorithmsGeometric OptimizationHeuristic OptimizationMetaheuristic OptimizationGenetic Algorithm OptimizationMetaheuristic SearchPacking OptimizationPacking ProblemsPlacement
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.
17
D. E. Goldberg · Medical Entomology and Zoology · 1989 · 10.1K citations
Orthogonal Packings in Two Dimensions
Brenda S. Baker, E. G. Coffman, Ronald L. Rivest · SIAM Journal on Computing · 1980 · 695 citations