{"title":"消失噪声对基本细胞自动机相空间结构的影响","authors":"Franco Bagnoli, Michele baia, Tommaso Matteuzzi","doi":"arxiv-2406.15408","DOIUrl":null,"url":null,"abstract":"We investigate elementary cellular automata (ECA) from the point of view of\n(discrete) dynamical systems. By studying small lattice sizes, we obtain the\ncomplete phase space of all minimal ECA, and, starting from a maximal entropy\ndistribution (all configurations equiprobable), we show how the dynamics\naffects this distribution. We then investigate how a vanishing noise alters\nthis phase space, connecting attractors and modifying the asymptotic\nprobability distribution. What is interesting is that this modification not\nalways goes in the sense of decreasing the entropy.","PeriodicalId":501231,"journal":{"name":"arXiv - PHYS - Cellular Automata and Lattice Gases","volume":"46 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Effects of a Vanishing Noise on Elementary Cellular Automata Phase-Space Structure\",\"authors\":\"Franco Bagnoli, Michele baia, Tommaso Matteuzzi\",\"doi\":\"arxiv-2406.15408\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We investigate elementary cellular automata (ECA) from the point of view of\\n(discrete) dynamical systems. By studying small lattice sizes, we obtain the\\ncomplete phase space of all minimal ECA, and, starting from a maximal entropy\\ndistribution (all configurations equiprobable), we show how the dynamics\\naffects this distribution. We then investigate how a vanishing noise alters\\nthis phase space, connecting attractors and modifying the asymptotic\\nprobability distribution. What is interesting is that this modification not\\nalways goes in the sense of decreasing the entropy.\",\"PeriodicalId\":501231,\"journal\":{\"name\":\"arXiv - PHYS - Cellular Automata and Lattice Gases\",\"volume\":\"46 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-05-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - PHYS - Cellular Automata and Lattice Gases\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2406.15408\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Cellular Automata and Lattice Gases","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2406.15408","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Effects of a Vanishing Noise on Elementary Cellular Automata Phase-Space Structure
We investigate elementary cellular automata (ECA) from the point of view of
(discrete) dynamical systems. By studying small lattice sizes, we obtain the
complete phase space of all minimal ECA, and, starting from a maximal entropy
distribution (all configurations equiprobable), we show how the dynamics
affects this distribution. We then investigate how a vanishing noise alters
this phase space, connecting attractors and modifying the asymptotic
probability distribution. What is interesting is that this modification not
always goes in the sense of decreasing the entropy.