Evolutionary Innovation Viewed as Novel Physical Phenomena and Hierarchical Systems Building

07/20/2021
by   Tim Taylor, et al.
0

In previous work I proposed a framework for thinking about open-ended evolution. The framework characterised the basic processes required for Darwinian evolution as: (1) the generation of a phenotype from a genetic description; (2) the evaluation of that phenotype; and (3) the reproduction with variation of successful genotype-phenotypes. My treatment emphasized the potential influence of the biotic and abiotic environment, and of the laws of physics/chemistry, on each of these processes. I demonstrated the conditions under which these processes can allow for ongoing exploration of a space of possible phenotypes (which I labelled exploratory open-endedness). However, these processes by themselves cannot expand the space of possible phenotypes and therefore cannot account for the more interesting and unexpected kinds of evolutionary innovation (such as those I labelled expansive and transformational open-endedness). In the previous work I looked at ways in which expansive and transformational innovations could arise. I proposed transdomain bridges and non-additive compositional systems as two mechanisms by which these kinds of innovations could arise. In the current paper I wish to generalise and expand upon these two concepts. I do this by adopting the Parameter Space-Organisation Space-Action Space (POA) perspective, as suggested at in my previous work, and proposing that all evolutionary innovations can be viewed as either capturing some novel physical phenomena that had previously been unused, or as the creation of new persistent systems within the environment.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
06/05/2018

Routes to Open-Endedness in Evolutionary Systems

This paper presents a high-level conceptual framework to help orient the...
research
12/12/2018

On the potential for open-endedness in neural networks

Natural evolution gives the impression of leading to an open-ended proce...
research
04/25/2016

Modeling the Evolution of Gene-Culture Divergence

We present a model for evolving agents using both genetic and cultural i...
research
07/06/2016

Formal Definitions of Unbounded Evolution and Innovation Reveal Universal Mechanisms for Open-Ended Evolution in Dynamical Systems

Open-ended evolution (OEE) is relevant to a variety of biological, artif...
research
06/24/2019

Proximal Distilled Evolutionary Reinforcement Learning

Reinforcement Learning (RL) has recently achieved tremendous success due...
research
03/30/2018

Co-evolution and morphogenetic systems

The emerging field of morphogenetic engineering proposes to design compl...
research
07/03/2006

Theory of sexes by Geodakian as it is advanced by Iskrin

In 1960s V.Geodakian proposed a theory that explains sexes as a mechanis...

Please sign up or login with your details

Forgot password? Click here to reset