Nonlinear Dynamics, Psychology, and Life Sciences, Vol. 9, Iss. 2, Apr, 2005, pp. 121-153 @2005 Society for Chaos Theory in Psychology & Life Sciences Observing Collectivities as Simplex Systems: The Combinatory Systems Approach Abstract: My paper aims to present a particular class of complex
systems made up of collectivities of non- interconnected
similar agents, acting on the basis of global information
which they directly produce and update by the combination
of their analogous micro behaviours, and that directs the
subsequent micro behaviours as a result of a micro-macro
feedback that produces self-organization in the agents
micro behaviours. Due to their operative logic these
systems can in general be called Combinatory Systems.
I have provocatively defined the simplest class of them
as Simplex Systems, since the similarity of the agents
and the micro behaviours, the absence of direct
interactions among the agents, and the simplicity
of their structure and operative logic make these
collectivities a particular simplified class of complex
systems, as usually conceived. If we accept the
traditional definition of self-organization as the
macro behaviour of a collectivity of agents in which
the micro behaviours appear to be directed, or organized,
by an Invisible Hand, or Supreme Authority, in order to
produce the emerging phenomenon represented by the
formation of ordered structures, or recognizable patterns,
then it is easy to recognize the synergetic effect of a
micro-macro feedback action (or circular causality)
acting between the agents micro behaviours and a global
system s macro behaviour or effect. Keywords: agent-based models, cellular automata, path dependence, combinatory systems, self-organizing processes, chaos, social dynamics |