基于空间分配的灵活劳动分工方法解决多边形装箱问题

A flexible labour division approach to the polygon packing problem based on space allocation

International Journal of Production Research · 2016
被引 15
ABS 3

中文导读

将多边形装箱问题转化为空间分配问题,借鉴蚁群劳动分工的任务分配机制,提出灵活劳动分工方法,通过三种动作实现容器空间的有效分配,在卫星模块布局和通用多边形装箱测试中表现良好。

Abstract

This paper deals with the two-dimensional satellite module polygon packing problem. Based on the duality of material and space, it regards the polygon packing problem as a space allocation problem, which involves allocating the container space to the given polygons reasonably and efficiently. Ant colony’s labour division is essentially a kind of task allocation. Using this task allocation to achieve the space allocation in polygon packing problems, a flexible labour division approach (FLD) is proposed based on the response threshold model. According to the characteristics of space allocation in polygon packing problems, FLD designs three actions for polygons to occupy the container space. With the interaction between environmental stimulus and response threshold, each polygon takes an appropriate action to complete the space allocation and a layout that meets the requirements of satellite module layout is obtained. The results of standard test instances demonstrate the effectiveness of FLD when compared with self-organisation emergence algorithm. Moreover, experiments on the general polygon packing problem also show that FLD is competitive with other existing algorithms.

运筹学工业工程计算机科学数学优化制造工程