The Self-Organizing Symbiotic Agent

12/11/1998
by   Babak Hodjat, et al.
0

In [N. A. Baas, Emergence, Hierarchies, and Hyper-structures, in C.G. Langton ed., Artificial Life III, Addison Wesley, 1994.] a general framework for the study of Emergence and hyper-structure was presented. This approach is mostly concerned with the description of such systems. In this paper we will try to bring forth a different aspect of this model we feel will be useful in the engineering of agent based solutions, namely the symbiotic approach. In this approach a self-organizing method of dividing the more complex "main-problem" to a hyper-structure of "sub-problems" with the aim of reducing complexity is desired. A description of the general problem will be given along with some instances of related work. This paper is intended to serve as an introductory challenge for general solutions to the described problem.

READ FULL TEXT
04/30/2021

Emergence in artificial life

Concepts similar to emergence have been used since antiquity, but we lac...
05/11/2022

Hierarchical Collaborative Hyper-parameter Tuning

Hyper-parameter Tuning is among the most critical stages in building mac...
01/18/2012

Modelling and simulation of complex systems: an approach based on multi-level agents

A complex system is made up of many components with many interactions. S...
04/08/2019

Coupling agent based simulation with dynamic networks analysis to study the emergence of mutual knowledge as a percolation phenomenon

The emergence of mutual knowledge is a major cognitive mechanism for the...
05/03/2005

A General Methodology for Designing Self-Organizing Systems

Our technologies complexify our environments. Thus, new technologies nee...
05/18/2015

Emergence-focused design in complex system simulation

Emergence is a phenomenon taken for granted in science but also still no...
01/19/2021

Self-Organizing Intelligent Matter: A blueprint for an AI generating algorithm

We propose an artificial life framework aimed at facilitating the emerge...