论文标题
部分可观测时空混沌系统的无模型预测
The Need for Seed (in the abstract Tile Assembly Model)
论文作者
论文摘要
在抽象的瓷砖组装模型(ATAM)方形图块中,自动组装,通过其边缘上的胶水自主结合,形成结构。可以设计算法ATAM系统,其中瓷砖附件的模式被迫遵循目标算法的执行。事实证明,此类系统在计算上是通用的,并且本质上是通用(IU),这是一个借入和从细胞自动机借来的概念,表明存在一个能够模拟所有ATAM系统的单个图块集(FOCS 2012)。可以通过多种方式提供算法ATAM系统的输入,并通过“种子”组件进行常见方法,这是一个预成型的组装,所有生长都在其中传播。在本文中,我们提出了一系列结果,这些结果调查了使用由单个瓷砖组成的种子的权衡,而不是包含多个图块的种子。我们表明,具有多层种子的任意系统不能转换为具有单瓷砖种子的功能等效系统,而无需使用比例因子> 1。我们证明了所需的比例因子的紧密界限,还提出了使用大型系数但最佳数量的独特瓷砖类型的结构。然后,该结构用于开发一种并行对所有ATAM系统进行同时模拟的结构,并通过固有普遍性的概念展示与其他基于瓷砖的自组装模型的连接。
In the abstract Tile Assembly Model (aTAM) square tiles self-assemble, autonomously binding via glues on their edges, to form structures. Algorithmic aTAM systems can be designed in which the patterns of tile attachments are forced to follow the execution of targeted algorithms. Such systems have been proven to be computationally universal as well as intrinsically universal (IU), a notion borrowed and adapted from cellular automata showing that a single tile set exists which is capable of simulating all aTAM systems (FOCS 2012). The input to an algorithmic aTAM system can be provided in a variety of ways, with a common method being via the "seed" assembly, which is a pre-formed assembly from which all growth propagates. In this paper we present a series of results which investigate the the trade-offs of using seeds consisting of a single tile, versus those containing multiple tiles. We show that arbitrary systems with multi-tile seeds cannot be converted to functionally equivalent systems with single-tile seeds without using a scale factor > 1. We prove tight bounds on the scale factor required, and also present a construction which uses a large scale factor but an optimal number of unique tile types. That construction is then used to develop a construction that performs simultaneous simulation of all aTAM systems in parallel, as well as to display a connection to other tile-based self-assembly models via the notion of intrinsic universality.