A behavioural foundation for natural computing and a programmability test

Hector Zenil

pp. 87-113

in: Gordana Dodig Crnkovic, Gordana Dodig-Crnkovic, Raffaela Giovagnoli (eds), Computing nature, Berlin, Springer, 2013

Abstract

What does it mean to claim that a physical or natural system computes? One answer, endorsed here, is that computing is about programming a system to behave in different ways. This paper offers an account of what it means for a physical system to compute based on this notion. It proposes a behavioural characterisation of computing in terms of a measure of programmability, which reflects a system's ability to react to external stimuli. The proposed measure of programmability is useful for classifying computers in terms of the apparent algorithmic complexity of their evolution in time. I make some specific proposals in this connection and discuss this approach in the context of other behavioural approaches, notably Turing's test of machine intelligence. I also anticipate possible objections and consider the applicability of these proposals to the task of relating abstract computation to nature-like computation.