• Title/Summary/Keyword: cellular-automata

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Numerical Simulation of Interactions between Corrosion Pits on Stainless Steel under Loading Conditions

  • Wang, Haitao;Han, En-Hou
    • Corrosion Science and Technology
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    • v.16 no.2
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    • pp.64-68
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    • 2017
  • The interactions between corrosion pits on stainless steel under loading conditions are studied by using a cellular automata model coupled with finite element method at a mesoscopic scale. The cellular automata model focuses on a metal/film/electrolyte system, including anodic dissolution, passivation, diffusion of hydrogen ions and salt film hydrolysis. The Chopard block algorithm is used to improve the diffusion simulation efficiency. The finite element method is used to calculate the stress concentration on the pit surface during pit growth, and the effect of local stress and strain on anodic current is obtained by using the Gutman model, which is used as the boundary conditions of the cellular automata model. The transient current characteristics of the interactions between corrosion pits under different simulation factors including the breakdown of the passive film at the pit mouth and the diffusion of hydrogen ions are analyzed. The analysis of the pit stability product shows that the simulation results are close to the experimental conclusions.

Finding State Transition Functions of One-Dimensional Cellular Automata by Evolutionary Algorithms (일차원 셀룰러 오토마타 상에서 진화 알고리즘을 이용한 상태전이함수 찾기)

  • Park, Jongwoo;Wang, Sehee;Wee, Kyubum
    • KIPS Transactions on Software and Data Engineering
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    • v.8 no.5
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    • pp.187-192
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    • 2019
  • Majority problem and synchronization problem on cellular automata(CA) are hard to solve, since they are global problems while CA operate on local information. This paper proposes a way to find state transition rules of these problems. The rules of CA are represented as CMR(conditionally matching rules) and evolutionary algorithms are applied to find rules. We find many solution rules to these problems, compared the results with the previous studies, and demonstrated the effectiveness of CMR on one-dimensional cellular automata.

Image Encryption Using Two Linear MLCA (두 개의 선형 MLCA을 이용한 영상 암호화)

  • Nam, Tae-Hee;Cho, Sung-Jin;Kim, Seok-Tae
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2009.10a
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    • pp.953-955
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    • 2009
  • In this paper, we propose an image encryption method using two linear MLCA(Maximum Length Cellular Automata). The encryption method first sets arbitrary 8 bit initial values. Next, we create high quality PN(pseudo noise) sequences by converting rows and columns with the set initial values. Then we generate a basis image using the set PN sequences. Lastly, the final image with high encryption level is produced by XOR operating the basis image and the original image. In order to verify that the proposed method has the high encryption level, we performed histogram and stability analysis.

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Analysis of hash functions based on cellular automata (셀룰러 오토마타 기반 해쉬 함수 분석)

  • Jeong Kitae;Lee Jesang;Chang Donghoon;Sung Jaechul;Lee Sangjin
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.14 no.6
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    • pp.111-123
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    • 2004
  • A hash function is a function that takes bit strings of arbitrary length to bit string of fixed length. A cellular automata is a finite state machine and has the property of generating pseudorandom numbers efficiently by combinational logics of neighbour cells. In [1] and [7], hash functions based on cellular automata which can be implemented efficiently in hardware were proposed. In this paper, we show that we can find collisions of these hash functions with probability 0.46875 and 0.5 respectively.

Analysis of the Recurrence Relation of the Characteristic Polynomial of One-Dimensional 5-Neighborhood Linear Hybrid Cellular Automata: Focusing on Neighborhood Type I (1차원 5-이웃 선형 하이브리드 셀룰라 오토마타의 특성다항식의 점화관계 분석: 이웃 유형 I을 중심으로)

  • Un-Sook Choi
    • The Journal of the Korea institute of electronic communication sciences
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    • v.19 no.5
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    • pp.1019-1026
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    • 2024
  • Cellular Automata (CA) are one of the oldest models in natural computing. In this paper, we analyze the recurrence relations for the characteristic polynomial of a 5-neighbor CA, an extension of the one-dimensional 3-neighbor 90/150 CA. To classify the linear rules of 5-neighbor CA and construct linear 5-neighbor hybrid CA, we categorize the neighborhood dependencies by type. Specifically, we analyze the recurrence relations and composition of the characteristic polynomials for 5-neighbor CA with Type I neighborhood dependencies. This research aims to understand the relationship between the rules applied to cells and their characteristic polynomials to synthesize CA more effectively for various applications.

Construction of Complemented Hybrid Group Cellular Automata with Maximum Equal Lengths (최대 동일 길이를 갖는 여원 HGCA구성)

  • Cho S.J.;Choi U.S.;Hwang Y.H.;Kim J.G.;Pyo Y.S.;Kim H.D.
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.10 no.9
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    • pp.1565-1572
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    • 2006
  • Recently with the ever increasing growth of data communication, the need for security and privacy has become a necessity. The advent of wireless communication and other handheld devices like Personal Digital Assistants and smart cards have made the implementation of cryptosystems a major issue. The Cellular Automata(CA) can be programmed to implement hardware sharing between the encryption and decryption. In this paper, we give conditions for a linear hybrid cellular automata with 60, 102 or 204 to be a linear hybrid group cellular automata C. And we present the conditions which the complemented hybrid group cellular automata C' with complement vectors derived from C has maximum equal lengths in the state transition diagram of C' Also we analyze the relationship among cycles of C' These results generalize Mukhopadhyay's results.

Implementation of Lava Flow Simulation Program Using Cellular Automata (Cellular Automata를 이용한 용암류 모의 프로그램의 구현)

  • Lee, Chung-Hwan;Hong Lee, Dong-jin;Cha, Eui-young;Yun, Sung-Hyo
    • The Journal of the Petrological Society of Korea
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    • v.26 no.1
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    • pp.93-98
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    • 2017
  • In this paper, we propose a lava flow simulation program to predict the range of lava flows area and thickness of lava flows during volcanic eruptions. The map information is represented as a 'cell' with observed values per fixed area such as DEM and a lava flow prediction algorithm using a cellular automata model is performed to predict the flow of lava flows. To obtain quantitative data of lava flows, fluid properties of lava flows are defined as Bingham plastic fluid and derived equation is applied to the rules of cellular automata. To verify the program, we use a 30m resolution DEM provided by USGS. We compared simulation results with real lava flows for the Pu'u'O'o crater area in Hawaii, which has erupted since May 24, 2016.

Development of a traffic simulation model analyzing the effects of highway incidents using the CA(Cellular Automata) model (CA(Cellular Automata) 모형을 이용한 고속도로 돌발상황 영향 분석 교통 시뮬레이션 모형 개발)

  • 천승훈;노정현
    • Journal of Korean Society of Transportation
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    • v.19 no.6
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    • pp.219-227
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    • 2001
  • In this study, the simulation was constructed using CA(Cellular Automata) rule to analyze the effect of incidents, which was verified using real-time VDS data and data collected on the field. The study analyzed the effect of incidents on highways by the simulation. The result appears to be statistically available with 5% of significance level. In order to analyze the effect of incident, the study classified time period of incidents and types of incidents in relation with traffic volume. Also, the effect of each type of incidents was analyzed in terms of time difference in sectional travel and delay time. In conclusion, little effect of incidents on traffic flow is noticed with light traffic volume but it becomes serious as the traffic volume increases. In addition, the delay happens to appear without incidents as the traffic volume increases over 2000 veh/hour. Also, when incidents happened during 45 minutes, the delay was about 425-722 veh·hour.

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A Study of Adaptive Bone Remodeling by Cellular Automata Method (복잡계의 세포자동화법을 이용한 뼈의 적응적 재구축에 관한 연구)

  • Moon, Byung-Young;Park, Jung-Hong;Son, Kwon
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.27 no.7
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    • pp.1103-1109
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    • 2003
  • An adaptive bone remodeling is simulated by using the cellular automata (CA) method. It is assumed that bone tissue consist of bone marrow, osteoclast, osteoblast cell or osteoprogenitor cell. Two types of local rule are adopted; those are the metabolism rule and adaptive bone formation rule. The metabolism rule is based on the interactions of cells and the bone formation rule is based on the adaptation against the mechanical stimulus. The history of load and memory of mechanical stimulus are also considered in the local rules. As a result, the pattern of distribution of the bone tissue is dynamically adequate and it is similar to intact cancellous bone.

Behavior Analysis of Evolved Neural Network based on Cellular Automata

  • Song, Geum-Beom;Cho, Sung-Bae
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1998.06a
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    • pp.181-184
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    • 1998
  • CAM-Brain is a model to develop neural networks based in cellular automata by evolution, and finally aims at a model as and artificial brain,. In order to show the feasibility of evolutionary engineering to develop an artificial brain we have attempted to evolve a module of CAM-Brain for the problem to control a mobile robot, In this paper, we present some recent results obtained by analyzing the behaviors of the evolved neural module. Several experiments reveal a couple of problems that should be solved when CAM-Brain evolves to control a mobile robot. so that some modification of the original model is proposed to solve them. The modified CAM-Brain has evolved to behave well in a simulated environment, and a thorough analysis proves the power of evolution.

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