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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:空间平衡的拉丁平方体是对实验设计非常重要的组合结构。从计算角度来看,他们呈现一个具有挑战性的问题,需要有效的方法来生成它们。通过真实世界的应用程序,我们考虑了对此问题的自然扩展,平衡的拉丁矩形。平衡的拉丁矩形似乎比平衡拉丁方块更挑衅,在某种程度上可能对拉丁矩形的完美平衡可能不可行。尽管如此,对于真实的应用程序来说,拥有良好的拉丁矩形仍然有价值。在这项工作中,我们研究了平衡拉丁矩形的一些属性,证明了无限尺寸的完美平衡的不存在,并提出了几种方法来产生最平衡的解决方案。

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