元胞自动机和Kan扩展

IF 1.7 4区 计算机科学 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Natural Computing Pub Date : 2023-01-27 DOI:10.1007/s11047-022-09931-0
Alexandre Fernandez, Luidnel Maignan, Antoine Spicher
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引用次数: 5

摘要

本文通过Kan扩展的范畴概念,精确地形式化了元胞自动机对局部构型的应用是其局部过渡函数的自然扩展的意义。实际上,进行这种扩展的两种可能的方法及其定义中涉及的成分在许多方面都通过Kan扩展相关联。这些关系为计算机科学和范畴论之间提供了额外的联系,也从范畴论提供的扩展拓扑的角度对著名的元胞自动机的Curtis-Hedlund定理提供了一个新的观点。这些联系也允许相对容易地将由元胞自动机开创的概念推广到任意种类的可能进化的空间。在大多数情况下,没有先验知识的范畴论假设。
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Cellular automata and Kan extensions
In this paper, we formalize precisely the sense in which the application of a cellular automaton to partial configurations is a natural extension of its local transition function through the categorical notion of Kan extension. In fact, the two possible ways to do such an extension and the ingredients involved in their definition are related through Kan extensions in many ways. These relations provide additional links between computer science and category theory, and also give a new point of view on the famous Curtis–Hedlund theorem of cellular automata from the extended topological point of view provided by category theory. These links also allow to relatively easily generalize concepts pioneered by cellular automata to arbitrary kinds of possibly evolving spaces. No prior knowledge of category theory is assumed for the most part.
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来源期刊
Natural Computing
Natural Computing Computer Science-Computer Science Applications
CiteScore
4.40
自引率
4.80%
发文量
49
审稿时长
3 months
期刊介绍: The journal is soliciting papers on all aspects of natural computing. Because of the interdisciplinary character of the journal a special effort will be made to solicit survey, review, and tutorial papers which would make research trends in a given subarea more accessible to the broad audience of the journal.
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