Sunday, October 14, 2007

Swarm intelligence and its applications


One key to an ant colony, for example, is that no one's in charge. No generals command ant warriors. No managers boss ant workers. The queen plays no role except to lay eggs. Even with half a million ants, a colony functions just fine with no management at all—at least none that we would recognize. It relies instead upon countless interactions between individual ants, each of which is following simple rules of thumb. Scientists describe such a system as self-organizing.

Consider the problem of job allocation. In the Arizona desert where Deborah Gordon studies red harvester ants (Pogonomyrmex barbatus), a colony calculates each morning how many workers to send out foraging for food. The number can change, depending on conditions. Have foragers recently discovered a bonanza of tasty seeds? More ants may be needed to haul the bounty home. Was the nest damaged by a storm last night? Additional maintenance workers may be held back to make repairs. An ant might be a nest worker one day, a trash collector the next. But how does a colony make such adjustments if no one's in charge? Gordon has a theory.

From this fascinating story by Peter Miller in the National Geographic.

3 Comments:

  1. Ludwig said...

    Fascinating. Poked around once a long time back. Lots of applications, apparently.

    Michael Crichton's novel Prey is substantially about swarm behaviour.

  2. Vijay said...

    Thanks Abi. Learnt something new today.

  3. Anonymous said...

    MIT sloan management review has an interesting article on The new Principles of a Swarm business.
    http://sloanreview.mit.edu/wsj/insight/pdfs/48312.pdf

    -Shankar