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Swarms MONT 104Q – Mathematical Journeys, November 2015
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Characteristics of natural swarms Collections of animals of similar sizes, but highly structured Usually all same species (or occasionally some small number of different species) Can seem to move as a single group, with coordinated changes of orientation and speed of motion, but Individuals are not consciously planning or coordinating the movements
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“Emergent” behavior Swarms often seem to exhibit “emergent” group intelligence – ability to perform complex tasks, carry out journeys, etc. far exceeding the capabilities of any individual For instance, when a new queen emerges, a bee swarm can achieve relocation of the whole colony to a new, favorable site even though no single bee “knows” what is going on Similarly, foraging columns of ants can discover shortest paths from their nests to food sources
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Stimuli and information sharing Interesting question: How do swarms work? The answer seems to be combinations of: Stimuli – repulsion from other individuals getting too close, attraction to others when distance becomes too large (gaps form), perception of orientation of nearby individuals Information sharing between individuals – bee “dances,” chemical signals (pheromones), etc. Varying degrees of randomness, chance
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Scientific study of swarms Study mechanisms of swarm behavior, develop computer/mathematical models Applications to understanding various biological systems like the ones we saw in the videos Also, a really neat recent idea – learn something from social insects like bees, ants! “Swarm optimization” algorithms – apply approach emulating swarms to computationally hard problems like Traveling Salesman
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Troika Ranch SWARM Our experience tonight will be based on some of these ideas (but in form of an interactive experimental theater presentation – not science, but there's a big tech component!) Will raise some interesting questions such as: To what extent can and do human beings form swarms? Can our societies work the way insect societies do? Maybe sometimes? What is the boundary between individual behavior and group behavior?
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