Compression Depth and the Behavior of Cellular Automata
نویسنده
چکیده
A computable complexity measure analogous to computational depth is developed using the Lempel-Ziv compression algorithm. This complexity measure, which we call compression depth, is then applied to the computational output of cellular automata. We nd that compression depth captures the complexity found in Wolfram Class III celluar automata, and is in good agreement with his classi cation scheme. We further investigate the rule space of cellular automata using Langton's parameter. This research was supported in part by National Science Foundation Grant CCR-9157382, with matching funds from Rockwell, Microware Systems Corporation, and Amoco Foundation.
منابع مشابه
Compression Depth and the Behavior of Cellular Automata 1
A computable complexity measure analogous to computational depth is developed using the Lempel-Ziv compression algorithm. This complexity measure , which we call compression depth, is then applied to the computational output of cellular automata. We nd that compression depth captures the complexity found in Wolfram Class III celluar automata, and is in good agreement with his classiication sche...
متن کاملCompression Depth and the Behavior of Cellular
A computable complexity measure analogous to computational depth is developed using the Lempel-Ziv compression algorithm. This complexity measure, which we call compression depth, is then applied to the computational output of cellular automata. We nd that compression depth captures the complexity found in Wolfram Class III celluar automata, and is in good agreement with his classi cation schem...
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تاریخ انتشار 2014