Computational Power of Asynchronously Tuned Automata Enhancing the Unfolded Edge of Chaos

Entropy (Basel). 2021 Oct 20;23(11):1376. doi: 10.3390/e23111376.

Abstract

Asynchronously tuned elementary cellular automata (AT-ECA) are described with respect to the relationship between active and passive updating, and that spells out the relationship between synchronous and asynchronous updating. Mutual tuning between synchronous and asynchronous updating can be interpreted as the model for dissipative structure, and that can reveal the critical property in the phase transition from order to chaos. Since asynchronous tuning easily makes behavior at the edge of chaos, the property of AT-ECA is called the unfolded edge of chaos. The computational power of AT-ECA is evaluated by the quantitative measure of computational universality and efficiency. It shows that the computational efficiency of AT-ECA is much higher than that of synchronous ECA and asynchronous ECA.

Keywords: asynchronous updating; cellular automata; computational universality; dissipative structure; edge of chaos.