Case Study of Novelty, Complexity, and Adaptation in a Multicellular System
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| Authors | Matthew Andres Moreno, Santiago Rodriguez Papa, Charles Ofria |
| Date | July 22nd, 2021 |
| Venue | The Fourth Workshop on Open-Ended Evolution (OEE4) |
Abstract
Continuing generation of novelty, complexity, and adaptation are well-established as core aspects of open-ended evolution. However, the manner in which these phenomena relate remains an area of great theoretical interest. It is yet to be firmly established to what extent these phenomena are coupled and by what means they interact. In this work, we track the co-evolution of novelty, complexity, and adaptation in a case study from a simulation system designed to study the evolution of digital multicellularity. In this case study, we describe ten qualitatively distinct multicellular morphologies, several of which exhibit asymmetrical growth and distinct life stages. We contextualize the evolutionary history of these morphologies with measurements of complexity and adaptation. Our case study suggests a loose, sometimes divergent, relationship can exist among novelty, complexity, and adaptation.
BibTeX
@inproceedings{moreno2021case,
author = {Moreno, Matthew Andres and {Rodriguez Papa}, Santiago and Ofria, Charles},
title = {Case Study of Novelty, Complexity, and Adaptation in a Multicellular System},
year = {2021},
url = {http://workshops.alife.org/oee4/papers/moreno-oee4-camera-ready.pdf},
booktitle = {OEE4: The Fourth Workshop on Open-Ended Evolution},
numpages = {9},
location = {Prague, Czech Republic}
}
Citation
Matthew Andres Moreno, Santiago Rodriguez Papa and Charles Ofria. 2021. Case Study of Novelty, Complexity, and Adaptation in a Multicellular System. OEE4: The Fourth Workshop on Open-Ended Evolution.