On Randomness and the Genetic Behavior of Cellular Automata

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 bi...

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Hauptverfasser: Toutounji, H., Aljundi, A.C.
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description 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.
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subjects Automata
Binary sequences
Biological cells
Biological system modeling
Biology computing
cellular automata
chromosomity
classification
Concurrent computing
Cryptography
finite binary sequence
fitness
fuzzy
Genetic algorithms
Genetic engineering
patternless
randomness
Stability
title On Randomness and the Genetic Behavior of Cellular Automata
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