Nature as a Network of Morphological Infocomputational Processes for Cognitive Agents
Artikel i vetenskaplig tidskrift, 2016

This paper presents a view of nature as a network of infocomputational agents organised in a dynamical hierarchy of levels. It provides a framework for unification of currently disparate understandings of natural, formal, technical, behavioural and social phenomena based on information as a structure, differences in one system that cause the differences in another system, and computation as its dynamics, i.e. physical process of morphological change in the informational structure. We address some of the frequent misunderstandings regarding the natural/morphological computational models and their relationships to physical systems, especially cognitive systems such as living beings. Natural morphological infocomputation as a conceptual framework necessitates generalisations of models of computation beyond the traditional Turing machine model presenting symbol manipulation, and requires agent-based concurrent resource-sensitive models of computation in order to be able to cover the whole range of phenomena from physics to cognition. The central role of agency, particularly material vs. cognitive agency is highlighted.

infocomputation

computing nature

morphological computing

Författare

Gordana Dodig Crnkovic

Chalmers, Tillämpad informationsteknologi, Kognition och kommunikation

European Physical Journal: Special Topics

1951-6355 (ISSN) 1951-6401 (eISSN)

2 1-15

Styrkeområden

Informations- och kommunikationsteknik

Drivkrafter

Hållbar utveckling

Ämneskategorier

Data- och informationsvetenskap

Fundament

Grundläggande vetenskaper

DOI

10.1140/epjst/e2016-60362-9

Mer information

Skapat

2017-10-08