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We discuss two ways in which information theory can be used to assess complexity in a system of interacting agents. In the first part, we adopt a global ...
We discuss two ways in which information theory can be used to assess complexity in a system of interacting agents. In the first part, we adopt a global ...
The origin of complex patterns developed by natural systems can be investigated by using mathematical models termed 'cellular automata'. Each consists of many ...
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The general theory of cellular automata is investigated with special attention to structural complexity. In particular, simulation of cellular automata by ...
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Duration: 9:23
Posted: Sep 19, 2018
Posted: Sep 19, 2018
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One of the main problems in studying dynamical ``complexity'' is that there is no well-defined, unambigous way to quantify it. In CAs, several measures, such as ...
Oct 4, 1984 · Cellular automata consist of many identical components, each simple., but together capable of complex behaviour.
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Since they are discrete systems, they are naturally analyzed using methods and concepts from computation theory, such as formal languages) and our main results ...
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Jun 7, 2024 · We propose a quantitative measure, rooted in quantum information theory, to categorize the complexity of classical deterministic cellular automata.
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Cellular automata demonstrate how simple local rules governing individual cells can lead to complex global patterns over time. By applying specific rules based ...