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基于 DNA 组装实现逻辑推理。

Implementing logical inference based on DNA assembly.

机构信息

School of Mathematics, Southwest Jiaotong University, Chengdu 610031, China.

College of Water Resource and Hydropower, Sichuan University, Chengdu 610065, China.

出版信息

Biosystems. 2020 Dec;198:104276. doi: 10.1016/j.biosystems.2020.104276. Epub 2020 Oct 14.

Abstract

Algorithms and information processing, fundamental to biological system, are an essential aspect of many elementary physical phenomena, such as molecular self-assembly. Self-assembly system has been proved to be capable of performing many logic operations by the early work. A significant challenge related to the design of molecular information processing systems is to develop a programmable architecture that controls the states of individual molecular events. Here, a novel systematic implementation of logical inference is presented based on DNA tile assembly system. Exploiting the intrinsic programmable capability of molecular interactions, firstly a seed tile configuration is constructed to encode the input information of a logical inference problem, including all facts, all inference rules and their equivalent rules. Then, three tile assembly subsystems are discussed to fulfil the main logical deduction steps. We describe mechanisms for finding the successful solutions among the many parallel assemblies. A whole tile assembly system is established on the base of a seed configuration and three subsystems. This prototype is the first programming language to implement deduction operations based on two-dimensional DNA assembly. It is demonstrated that algorithmic DNA tile assembly system can be treated as an important way to implement logic inference, which will shed light on aspects of applications in the field of artificial intelligence in the future.

摘要

算法和信息处理是生物系统的基础,也是许多基本物理现象的一个重要方面,例如分子自组装。早期的工作已经证明,自组装系统能够执行许多逻辑运算。设计分子信息处理系统的一个重要挑战是开发一种可编程架构,以控制单个分子事件的状态。在这里,我们提出了一种基于 DNA 瓦片组装系统的逻辑推理的新系统实现方法。利用分子相互作用的固有可编程能力,首先构建一个种子瓦片配置来编码逻辑推理问题的输入信息,包括所有事实、所有推理规则及其等价规则。然后,讨论了三个瓦片组装子系统来完成主要的逻辑推理步骤。我们描述了在众多平行组装中找到成功解决方案的机制。基于一个种子配置和三个子系统建立了一个完整的瓦片组装系统。这个原型是第一个基于二维 DNA 组装实现演绎操作的编程语言。证明了算法性 DNA 瓦片组装系统可以作为实现逻辑推理的一种重要方式,这将为未来人工智能领域的应用提供启示。

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