Title :
On Randomness and the Genetic Behavior of Cellular Automata
Author :
Toutounji, Hazem ; Aljundi, A. Chadi
Author_Institution :
Dept. of Comput. Eng., Univ. of Aleppo, Aleppo
Abstract :
We investigate a new approach in utilizing a given classification to cellular automata to search for a particular behavior cellular automaton with a genetic algorithm. This investigation leads to the formation of two new concepts. The first is creating a new method to measure randomness in finite binary sequences depending on iterations in patterns. The second is the sculpturing of the term chromosomity. As defined in this paper, a property is said to be chromosomic (i.e. has chromosomity or shows a genetic behavior) if it can be searched for with a genetic algorithm.
Keywords :
binary sequences; cellular automata; genetic algorithms; random sequences; cellular automata; chromosomity; genetic algorithm; genetic behavior; randomness; Automata; Binary sequences; Biological cells; Biological system modeling; Biology computing; Concurrent computing; Cryptography; Genetic algorithms; Genetic engineering; Stability; cellular automata; chromosomity; classification; finite binary sequence; fitness; fuzzy; patternless; randomness;
Conference_Titel :
Information and Communication Technologies: From Theory to Applications, 2008. ICTTA 2008. 3rd International Conference on
Conference_Location :
Damascus
Print_ISBN :
978-1-4244-1751-3
Electronic_ISBN :
978-1-4244-1752-0
DOI :
10.1109/ICTTA.2008.4530320
