An introduction to the fundamental concepts of the emerging field of Artificial Chemistries, covering both theory and practical applications. The field of Artificial Life (ALife) is now firmly …
A Lalejini, C Ofria - Proceedings of the genetic and evolutionary …, 2018 - dl.acm.org
We present SignalGP, a new genetic programming (GP) technique designed to incorporate the event-driven programming paradigm into computational evolution's toolbox. Event …
T Weise, K Tang - IEEE Transactions on Evolutionary …, 2011 - ieeexplore.ieee.org
In this paper, we evaluate the applicability of genetic programming (GP) for the evolution of distributed algorithms. We carry out a large-scale experimental study in which we tackle …
R Ortega, E Wulff, MA Fortuna - Scientific Data, 2023 - nature.com
Abstract The Ontology for Avida (OntoAvida) aims to develop an integrated vocabulary for the description of Avida, the most widely used computational approach for performing …
We describe an automated method to generating models of an autonomic system. Specifically, we generate UML state diagrams for a set of interacting objects, including the …
HJ Goldsby, DB Knoester, BHC Cheng… - … for Adaptive and …, 2007 - ieeexplore.ieee.org
Developing a Dynamically Adaptive System (DAS) requires a developer to identify viable target systems that can be adopted by the DAS at runtime in response to specific …
This paper describes a study in the evolution of distributed cooperative behavior, specifically leader election, through digital evolution and group selection. In digital evolution, a …
R Ortega, MA Fortuna - PeerJ Computer Science, 2023 - peerj.com
Digital evolution is a branch of artificial life in which self-replicating computer programs— digital organisms—mutate and evolve within a user-defined computational environment. In …
The term “autonomic networking” refers to network-level software systems capable of self- management, according to the principles outlined by the Autonomic Computing initiative …