Convex Polygonal Hull for a Pair of Irregular Objects

V.M. Dubynskyi, O. Pankratov, T. Romanova, B.S. Lysenko, R.V. Kayafyuk, O.O. Zhmud
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Abstract

Introduction. Optimization placement problems are NP-hard. In most cases related to cutting and packing problems, heuristic approaches are used. The development of analytical methods for mathematical modeling of the problems is of paramount important for expanding the class of placement problems that can be solved optimally using state of the art NLP-solvers. The problem of placing two irregular two-dimensional objects in a convex polygonal region of the minimum size, which is a convex polygonal hull of the minimum area or perimeter, is considered. Continuous rotations and translations of non-overlapping objects are allowed. To solve the problem of optimal compaction of a pair of objects, two algorithms are proposed. The first is a sequentially search for local extrema on all feasible subdomains using a solution tree. The second algorithm searches for a locally optimal extremum on a single subdomain using a "good" feasible starting point. Purpose of the paper. Show how to construct a minimal convex polygonal hull for two continuously moving irregular objects bounded by circular arcs and line segments. Results. A mathematical model is constructed in the form of a nonlinear programming problem using the phi-function technique. Two algorithms are proposed for solving the problem of placing a pair of objects in order to minimize the area and perimeter of the enclosing polygonal area. The results of computational experiments are presented. Conclusions. The construction of a minimal convex polygonal hull for a pair of two-dimensional objects having an arbitrary spatial shape and allowing continuous rotations and translations makes it possible to speed up the process of finding feasible solutions for the problem of placing a large number of objects with complex geometry. Keywords: convex polygonal hull, irregular objects, phi-function technique, nonlinear optimization.
一对不规则物体的凸多边形壳
介绍优化布局问题是NP难题。在大多数与切割和包装问题有关的情况下,使用启发式方法。开发用于数学建模的分析方法对于扩展可以使用最先进的NLP求解器优化求解的布局问题类别至关重要。将两个不规则二维对象放置在最小尺寸的凸多边形区域中的问题,该区域是最小面积或周长的凸多边形外壳,被考虑。允许对不重叠的对象进行连续旋转和平移。为了解决一对对象的最优压缩问题,提出了两种算法。第一种是使用解树在所有可行子域上顺序搜索局部极值。第二种算法使用“好”可行起点在单个子域上搜索局部最优极值。论文目的。演示如何为两个以圆弧和线段为边界的连续移动的不规则对象构造最小凸多边形外壳。后果利用phi函数技术,以非线性规划问题的形式构建了一个数学模型。提出了两种算法来解决放置一对对象以最小化包围多边形区域的面积和周长的问题。给出了计算实验的结果。结论。为一对具有任意空间形状并允许连续旋转和平移的二维物体构造最小凸多边形外壳,可以加快为放置大量具有复杂几何形状的物体的问题寻找可行解决方案的过程。关键词:凸多边形外壳,不规则物体,phi函数技术,非线性优化。
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