Formal Definitions of Unbounded Evolution and Innovation Reveal Universal Mechanisms for Open-Ended Evolution in Dynamical Systems
Abstract Open-ended evolution (OEE) is relevant to a variety of biological, artificial and technological systems, but has been challenging to reproduce in silico. Most theoretical efforts focus on key aspects of open-ended evolution as it appears in biology. We recast the problem as a more general o...
Main Authors: | Alyssa Adams, Hector Zenil, Paul C. W. Davies, Sara Imari Walker |
---|---|
Format: | Article |
Language: | English |
Published: |
Nature Publishing Group
2017-04-01
|
Series: | Scientific Reports |
Online Access: | https://doi.org/10.1038/s41598-017-00810-8 |
Similar Items
-
The Physics of Open Ended Evolution
Published: (2017) -
The Evolution of Open Innovation
by: Martin Curley
Published: (2015-07-01) -
Physical Universality, State-Dependent Dynamical Laws and Open-Ended Novelty
by: Alyssa M. Adams, et al.
Published: (2017-09-01) -
Genetic Programming for the Evolution of Functions with a Discrete Unbounded Domain
by: Eastwood, Shawn
Published: (2013) -
Genetic Programming for the Evolution of Functions with a Discrete Unbounded Domain
by: Eastwood, Shawn
Published: (2013)