APPLICATIONS OF CELLULAR AUTOMATA IN COMPLEX SYSTEM STUDY

In recent years, cellular automata have been used widely to study complex systems, such as biological systems, tra-c systems, economic systems, environmental systems, engineering systems, social systems, industrial systems, and a lot of remarkable results have been gained. Due to its underlying prop- erties, cellular automata approach has become a new promising method for studying complex systems. First, this paper analyzes the relationship between cellular automata and complex systems based on their own characteristics. Then, some applications of cellular automata in complex systems' modeling, analyzing and controlling are discussed. Finally, some suggestions for future development of cellular automata approach in studying complex systems are given.

[1]  M. Fukui,et al.  Traffic Flow in 1D Cellular Automaton Model Including Cars Moving with High Speed , 1996 .

[2]  Ph. Tsalides Cellular automata-based built-in self-test structures for VLSI systems , 1990 .

[3]  Masami Tatsuno,et al.  Rule-dynamical approach to hippocampal network , 2001, Neurocomputing.

[4]  Yu Nai-gong A CELLULAR AUTOMATA MODEL FOR SIMULATING PENICILLIN FERMENTATION PROCESS BIOMASS GROWTH , 2004 .

[5]  Domenico Talia,et al.  Programming cellular automata algorithms on parallel computers , 1999, Future Gener. Comput. Syst..

[6]  Horst-Michael Gross,et al.  A Neural Network Architecture which uses Cellular Automata to get Context-Specific Associative Memory , 1992 .

[7]  A. Mynett,et al.  Application of cellular automata to modelling competitive growths of two underwater species Chara aspera and Potamogeton pectinatus in Lake Veluwe , 2002 .

[8]  F Marchese A directional diffusion algorithm on cellular automata for robot path-planning , 2002, Future Gener. Comput. Syst..

[9]  S. Qian,et al.  Adaptive stochastic cellular automata: applications , 1991 .

[10]  Panagiotis Tzionas,et al.  Design and VLSI implementation of a pattern classifier using pseudo 2D cellular automata , 1992 .

[11]  S. Levialdi,et al.  Basics of cellular logic with some applications in medical image processing , 1979, Proceedings of the IEEE.

[12]  C. Paola,et al.  Properties of a cellular braided‐stream model , 1997 .

[13]  S. El Yacoubi,et al.  Cellular automata modelling and spreadability , 2002 .

[14]  S. D. Gregorio,et al.  A Cellular Automata model for soil erosion by water , 2001 .

[15]  Saadia Aassine,et al.  Vegetation dynamics modelling: a method for coupling local and space dynamics , 2002 .

[16]  Roger Smith,et al.  The application of cellular automata to the erosion of landforms , 1991 .

[17]  Stephen Wolfram,et al.  Theory and Applications of Cellular Automata , 1986 .

[18]  Marco Tomassini,et al.  Computation in Artificially Evolved, Non-Uniform Cellular Automata , 1999, Theor. Comput. Sci..

[19]  P. Hogeweg,et al.  Modelling Morphogenesis: From Single Cells to Crawling Slugs. , 1997, Journal of theoretical biology.

[20]  Michael Schreckenberg,et al.  A cellular automaton model for freeway traffic , 1992 .

[21]  H. Agiza,et al.  On modeling epidemics. Including latency, incubation and variable susceptibility , 1998 .

[22]  Panagiotis Tzionas,et al.  Collision-free path planning for a diamond-shaped robot using two-dimensional cellular automata , 1997, IEEE Trans. Robotics Autom..