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In Search of Balance: The Challenge of Generating Balanced Latin Rectangles

机译:寻找平衡:生成平衡拉丁矩形的挑战

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Spatially Balanced Latin Squares are combinatorial structures of great importance for experimental design. From a computational perspective they present a challenging problem and there is a need for efficient methods to generate them. Motivated by a real-world application, we consider a natural extension to this problem, balanced Latin Rectangles. Balanced Latin Rectangles appear to be even more defiant than balanced Latin Squares, to such an extent that perfect balance may not be feasible for Latin rectangles. Nonetheless, for real applications, it is still valuable to have well balanced Latin rectangles. In this work, we study some of the properties of balanced Latin rectangles, prove the nonexistence of perfect balance for an infinite family of sizes, and present several methods to generate the most balanced solutions.
机译:空间平衡的拉丁方块是对实验设计非常重要的组合结构。从计算的角度来看,它们提出了一个具有挑战性的问题,并且需要一种有效的方法来生成它们。出于实际应用的考虑,我们考虑自然地扩展此问题,即平衡的拉丁矩形。平衡的拉丁矩形似乎比平衡的拉丁方更具挑战性,以至于对于拉丁矩形而言,完美的平衡可能不可行。但是,对于实际应用而言,平衡良好的拉丁矩形仍然很有价值。在这项工作中,我们研究了平衡拉丁矩形的一些属性,证明了对于无限大小族不存在完美平衡,并提出了几种生成最平衡解的方法。

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