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Make it reversible: Efficient embedding of non-reversible functions

机译:使其具有可逆性:不可逆函数的高效嵌入

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Reversible computation became established as a promising concept due to its application in various areas like quantum computation, energy-aware circuits, and further areas. Unfortunately, most functions of interest are non-reversible. Therefore, a process called embedding has to be conducted to transform a non-reversible function into a reversible one — a coNP-hard problem. Existing solutions suffer from the resulting exponential complexity and, hence, are limited to rather small functions only. In this work, an approach is presented which tackles the problem in an entirely new fashion. We divide the embedding process into matrix operations, which can be conducted efficiently on a certain kind of decision diagram. Experiments show that improvements of several orders of magnitudes can be achieved using the proposed method. Moreover, for many benchmarks exact results can be obtained for the first time ever.
机译:由于可逆计算在量子计算,能量感知电路以及其他领域的各个领域中的应用,可逆计算已成为有前途的概念。不幸的是,大多数感兴趣的功能都是不可逆的。因此,必须执行一种称为嵌入的过程,以将不可逆函数转换为可逆函数-coNP难题。现有的解决方案遭受了由此产生的指数复杂性,因此仅限于相当小的功能。在这项工作中,提出了一种以全新的方式解决问题的方法。我们将嵌入过程分为矩阵运算,这些运算可以在某种决策图​​上有效地进行。实验表明,使用所提出的方法可以实现几个数量级的改进。此外,对于许多基准测试,有史以来第一次可以获得准确的结果。

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