Swarm intelligence

If this does everything it says on the tin [abstract] then it’s very exciting indeed. I shall put it here in lieu of actually having time to read it right now. If anyone does, let me know how it goes

Social Cognitive Maps, Swarm Perception and Distributed Search on Dynamic Landscapes, CVRM-IST 127E-2005 technical report, final draft submitted to Brains, Minds & Media, Journal of New Media in Neural and Cognitive Science, NRW, Germany, 2005.

http://alfa.ist.utl.pt/~cvrm/staff/vramos/Vramos-BMM.pdf

ABSTRACT: Swarm Intelligence (SI) is the property of a systems whereby the collective behaviors of (unsophisticated) entities interacting locally with their environment cause coherent functional global patterns to emerge. SI provides a basis with which it is possible to explore collective (or distributed) problem solving without centralized control or the provision of a global model. To tackle the formation of a coherent social collective intelligence from individual behaviors, we discuss several concepts related to self-organization, stigmergy and social foraging in animals. Then, in a more abstract level we suggest and stress the role played not only by the environmental media as a driving force for societal learning, as well as by positive and negative feedbacks produced by the many interactions among agents. Finally, presenting a simple model based on the above features, we will address the collective adaptation of a social community to a cultural (environmental, contextual) or media informational dynamical landscape, represented here – for the purpose of different experiments – by several three-dimensional mathematical functions that suddenly change over time. Results indicate that the collective intelligence is able to cope and quickly adapt to unforeseen situations even when over the same cooperative foraging period, the community is requested to deal with two different and contradictory purposes.

Comments 2

  1. Wu-Bin wrote:

    I have read it by now, and yes it’s exciting and a lot of fun. Check for instance figure 1. Apart from some tecnhical notes regarding the algorithm for which I need more time, it seems to me, that fulfills all requirements mentioned above. Nice link.

    Posted 24 Feb 2005 at 9:23 am
  2. tom wrote:

    Wu-Bin

    Thanks for getting in touch. Figure 1 is great, I hadn’t spotted it!

    Posted 24 Feb 2005 at 5:56 pm