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On Simulation in Automata Networks

机译:关于自动机网络中的仿真

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An automata network is a finite graph where each node holds a state from some finite alphabet and is equipped with an update function that changes its state according to the configuration of neighboring states. More concisely, it is given by a finite map f : Q~n → Q~n. In this paper we study how some (sets of) automata networks can be simulated by some other (set of) automata networks with prescribed update mode or interaction graph. Our contributions are the following. For non-Boolean alphabets and for any network size, there are intrinsically nonsequential transformations (i.e. that can not be obtained as composition of sequential updates of some network). Moreover there is no universal automaton network that can produce all non-bijective functions via compositions of asynchronous updates. On the other hand, we show that there are universal automata networks for sequential updates if one is allowed to use a larger alphabet and then use either projection onto or restriction to the original alphabet. We also characterize the set of functions that are generated by non-bijective sequential updates. Following Tchuente, we characterize the interaction graphs D whose semigroup of transformations is the full semigroup of transformations on Q~n, and we show that they are the same if we force either sequential updates only, or all asynchronous updates.
机译:自动机网络是一个有限图,其中每个节点都具有来自某个有限字母的状态,并配备有根据邻近状态的配置更改其状态的更新功能。更简而言之,它由有限映射f给出:Q〜n→Q〜n。在本文中,我们研究了具有指定更新模式或交互图的其他(组)自动机网络如何模拟某些(组)自动机网络。我们的贡献如下。对于非布尔字母和任何网络大小,都存在本质上非顺序的转换(即,不能作为某些网络的顺序更新的组合而获得)。此外,没有通用的自动机网络可以通过异步更新的组合来产生所有非双向功能。另一方面,我们表明,如果允许使用较大的字母,然后使用投影到原始字母或限制原始字母的方式,则存在通用的自动机网络可以进行顺序更新。我们还描述了由非双向顺序更新生成的函数集。在Tchuente之后,我们描述了交互图D,其交互的半组是Q〜n上的完整变换的半组,并且我们表明,如果仅强制执行顺序更新或所有异步更新,则它们是相同的。

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