Simulated annealing applied to the irregular rotational placement of shapes over containers with fixed dimensions

TC Martins, MSG Tsuzuki - Expert Systems with Applications, 2010 - Elsevier
Expert Systems with Applications, 2010Elsevier
This work deals with the problem of minimizing the waste of space that occurs on a rotational
placement of a set of irregular two dimensional polygons inside a two dimensional
container. This problem is approached with an heuristic based on simulated annealing.
Traditional “external penalization” techniques are avoided through the application of the no-
fit polygon, that determinates the collision free area for each polygon before its placement.
The simulated annealing controls: the rotation applied, the placement and the sequence of …
This work deals with the problem of minimizing the waste of space that occurs on a rotational placement of a set of irregular two dimensional polygons inside a two dimensional container. This problem is approached with an heuristic based on simulated annealing. Traditional “external penalization” techniques are avoided through the application of the no-fit polygon, that determinates the collision free area for each polygon before its placement. The simulated annealing controls: the rotation applied, the placement and the sequence of placement of the polygons. For each non placed polygon, a limited depth binary search is performed to find a scale factor that when applied to the polygon, would allow it to be fitted in the container. It is proposed a crystallization heuristic, in order to increase the number of accepted solutions. The bottom left and larger first deterministic heuristics were also studied. The proposed process is suited for non convex polygons and containers, the containers can have holes inside.
Elsevier
以上显示的是最相近的搜索结果。 查看全部搜索结果