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Classification of Discrete Dynamical Systems Based on Transients
Barbora Hudcová, Tomáš Mikolov
In order to develop systems capable of artificial evolution, we need to identify which systems can produce complex behavior. We present a novel classification method applicable to…
Computational Hierarchy of Elementary Cellular Automata
Barbora Hudcová, Tomáš Mikolov
The complexity of cellular automata is traditionally measured by their computational capacity. However, it is difficult to choose a challenging set of computational tasks suitable…
Visualizing computation in large-scale cellular automata
Hugo Cisneros, Josef Sivic, Tomas Mikolov
Emergent processes in complex systems such as cellular automata can perform computations of increasing complexity, and could possibly lead to artificial evolution. Such a feat woul…
Emergence of Self-Reproducing Metabolisms as Recursive Algorithms in an Artificial Chemistry
Germán Kruszewski, Tomas Mikolov
One of the main goals of Artificial Life is to research the conditions for the emergence of life, not necessarily as it is, but as it could be. Artificial Chemistries are one of th…