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
research
04/30/2021

Emergence in artificial life

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

Hierarchical Collaborative Hyper-parameter Tuning

Hyper-parameter Tuning is among the most critical stages in building mac...
research
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...
research
05/03/2005

A General Methodology for Designing Self-Organizing Systems

Our technologies complexify our environments. Thus, new technologies nee...
research
09/21/2020

Ants, robots, humans: a self-organizing, complex systems modeling approach

Most of the grand challenges of humanity today involve complex agent-bas...
research
05/18/2015

Emergence-focused design in complex system simulation

Emergence is a phenomenon taken for granted in science but also still no...
research
03/17/2020

Combinatory Chemistry: Towards a Simple Model of Emergent Evolution

Researching the conditions for the emergence of life – not necessarily a...

Please sign up or login with your details

Forgot password? Click here to reset