Self-Organization and Artificial Life: A Review
Adaptation and Self-Organizing Systems
2018-04-05 v1 Artificial Intelligence
Multiagent Systems
Neural and Evolutionary Computing
Robotics
Abstract
Self-organization has been an important concept within a number of disciplines, which Artificial Life (ALife) also has heavily utilized since its inception. The term and its implications, however, are often confusing or misinterpreted. In this work, we provide a mini-review of self-organization and its relationship with ALife, aiming at initiating discussions on this important topic with the interested audience. We first articulate some fundamental aspects of self-organization, outline its usage, and review its applications to ALife within its soft, hard, and wet domains. We also provide perspectives for further research.
Cite
@article{arxiv.1804.01144,
title = {Self-Organization and Artificial Life: A Review},
author = {Carlos Gershenson and Vito Trianni and Justin Werfel and Hiroki Sayama},
journal= {arXiv preprint arXiv:1804.01144},
year = {2018}
}
Comments
8 pages, submitted to ALife 2018