Browsing NTNU Open by Author "Ose, Mathias Berild"

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CA-NEAT: Evolved Compositional Pattern Producing Networks for Cellular Automata Morphogenesis and Replication

Nichele, Stefano; Ose, Mathias Berild; Risi, Sebastian; Tufte, Gunnar (Journal article, 2017)

Cellular Automata (CA) are a remarkable example of morphogenetic system, where cells grow and self-organise through local interactions. CA have been used as abstractions of biological development and artificial life. Such ...
Evolving Compositional Pattern Producing Networks For Cellular Automata Transition Rules

Ose, Mathias Berild (Master thesis, 2017)

Traditional Cellular Automata (CA) transition rules are encoded as tables that grow quickly when the number of cell states or the size of the CA neighborhood increases. For methods that search for good transition rules, ...