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Main Authors: Wang, Chen, Deng, Xiang, Wang, Chao
Format: Preprint
Published: 2024
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Online Access:https://arxiv.org/abs/2406.05642
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author Wang, Chen
Deng, Xiang
Wang, Chao
author_facet Wang, Chen
Deng, Xiang
Wang, Chao
contents Cellular automata with memory (CAM) are widely used in fields such as image processing, pattern recognition, simulation, and cryptography. The invertibility of CAM is generally considered to be chaotic. Paper [Invertible behavior in elementary cellular automata with memory, Juan C. Seck-Tuoh-Mora et al., Information Sciences, 2012] presented necessary and sufficient conditions for the invertibility of elementary CAM, but it contains a critical error: it classifies identity CAM as non-invertible, whereas identity CAM is undoubtedly invertible. By integrating Amoroso's algorithm and cycle graphs, we provide the correct necessary and sufficient conditions for the invertibility of one-dimensional CAM. Additionally, we link CAM to a specific type of cellular automaton that is isomorphic to CAM, behaves identically, and has easily determinable invertibility. This makes it a promising alternative tool for CAM applications.
format Preprint
id arxiv_https___arxiv_org_abs_2406_05642
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle The Invertibility of Cellular Automata with Menory: Correcting Errors and New Conclusions
Wang, Chen
Deng, Xiang
Wang, Chao
Cellular Automata and Lattice Gases
Data Structures and Algorithms
Cellular automata with memory (CAM) are widely used in fields such as image processing, pattern recognition, simulation, and cryptography. The invertibility of CAM is generally considered to be chaotic. Paper [Invertible behavior in elementary cellular automata with memory, Juan C. Seck-Tuoh-Mora et al., Information Sciences, 2012] presented necessary and sufficient conditions for the invertibility of elementary CAM, but it contains a critical error: it classifies identity CAM as non-invertible, whereas identity CAM is undoubtedly invertible. By integrating Amoroso's algorithm and cycle graphs, we provide the correct necessary and sufficient conditions for the invertibility of one-dimensional CAM. Additionally, we link CAM to a specific type of cellular automaton that is isomorphic to CAM, behaves identically, and has easily determinable invertibility. This makes it a promising alternative tool for CAM applications.
title The Invertibility of Cellular Automata with Menory: Correcting Errors and New Conclusions
topic Cellular Automata and Lattice Gases
Data Structures and Algorithms
url https://arxiv.org/abs/2406.05642