On the Relationship between Environmental Noise and Modular Hierarchies

John Rieffel

In the context of developmental representations, hierarchical modular composition is often cited as a requisite for scalable complexity, particularly in the presence of noise and error during development. In earlier work of ours we demonstrated the ability of a modular representation to overcome errors due to noise in an Evolutionary Developmental system. In this paper, using the same model, we present some observations on the relationship between the level of noise in the environment and the structure of the hierarchies which emerge.

Subjects: 1.2 Artificial Life; 1.4 Design


This page is copyrighted by AAAI. All rights reserved. Your use of this site constitutes acceptance of all of AAAI's terms and conditions and privacy policy.