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A global optimization point of view to handle non-standard object packing problems

机译:用于处理非标准对象包装问题的全局优化观点

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This work originates from research carried out in support to the cargo accommodation of space vehicles/modules. The goal of this activity is to maximize the loaded cargo, taking into account the given accommodation requirements. Items can often be modelled as parallelepipeds, but it is even more frequent that real-world issues make this approximation no longer acceptable. These aspects and the presence of additional overall conditions, such as balancing, give rise to very challenging non-standard packing problems, not only in the frame of space engineering, but also in different application areas. This article considers first the orthogonal packing of term-like items, within a convex domain and subsequently the packing of polygons with (continuous) rotations in a convex domain. The proposed approach is based on mixed integer linearon-linear programming (MIP, MINLP), from a global optimization point of view. The tetris-like formulation is exploited to provide the MINLP solution process with an approximated starting solution.
机译:这项工作源于为支持航天器/模块的货舱进行的研究。该活动的目的是在考虑到给定的住宿要求的情况下,使装载的货物最大化。通常可以将项目建模为平行六面体,但现实世界中的问题使这种近似不再被接受的可能性更高。这些方面以及附加的总体条件(例如平衡)的存在,不仅在空间工程的框架中,而且在不同的应用领域中,都引起非常具有挑战性的非标准包装问题。本文首先考虑在凸域内对术语类项进行正交堆积,然后考虑在凸域内具有(连续)旋转的多边形的堆积。从全局优化的角度来看,所提出的方法基于混合整数线性/非线性编程(MIP,MINLP)。利用类似俄罗斯方块的配方为MINLP溶液工艺提供近似的起始溶液。

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