The Basic Study of Artificial Ecosystem Models Using Network-type Assembly-like Language

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  • 1-214 ネットワーク型アセンブリ言語を用いた人工生態系モデルの基礎検討

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Abstract

An evolutionary approach to synthetic biology using an artificial ecosystem model, Tierra, has been proposed by T. Ray. In his model, digital creatures, i.e., self-replicating assembly-like programs are coevolving, but this system has been considered not to have the same potential for evolutionary innovation as physical systems. It is considered a problem to unlock the full potential of evolution in digital media. To solve the problem, we have proposed a new model using network-type assembly-like language, where interaction between creatures is restricted locally like C. Adami's Avida. In this paper, we have investigated the basic properties of the proposed model comparing Avida system. Simulation results show the possibility that the proposed model has more potential of evolution.

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