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Collective Behaviour Dr Andrew Jackson Zoology School of Natural Sciences Trinity Centre for Biodiversity Research Trinity College Dublin
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Examples from Cells to Beasts
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Advantageous Information Transfer
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Collective Behaviour http://vimeo.com/31158841
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Complex Social Environment
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from simple individuals…. How do we get … to complex groups?
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The basic rules 1.Personal space - cant occupy the same space as someone else 2.Imitation - tend to copy others and will seemingly follow another without prompting 3.Gregarious – they don’t like being on their own, so will move towards others if isolated
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Blind Spot Individual Based Model (IBM) Repulsion Orientation Attraction
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Local Interactions
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Collective behaviour Emerges as a result of interactions between individual “agents”. Properties of the group are not encoded directly by behaviours at the individual level. Patterns emerge through self-organisation of the system
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Matlab example
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Sensitivity to individual behaviours Vary only the zone of orientation Blind Spot
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Swarming Small zone of orientation
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Matlab Swarms
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Torus (ring-doughnut) patterns Intermediate zone of orientation
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Matlab Torus
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College Park Torus
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Directed Shoal Large zone of orientation
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Matlab Directed Shoals
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Variation in behaviour Matlab example (swim speed) Individuals are different
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Fast-slow video
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Finding your way around your group Fast Larger zone of repulsion High Rate of Turning
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Subtle behavioural changes Gives evolution an easy (well easier) way to effect dramatic change at the group level pattern – Key concept in developmental biology Don’t need complex cognitive processing and rules to navigate and negotiate the group complex
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But clearly some individuals do have information… Collective Decision Making
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Coercion is easy
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… but depends on numbers
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Few informed individuals Crowd video – few informed individuals
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Many informed individuals Crowd video – many informed individuals
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Conflict of information Crowd video – conflict of information
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Few individuals can sway a group Only a small proportion of informed individuals needed to influence the crowd Larger groups need smaller proportion of informed individuals reach a collective decision
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Conclusions Complex collective behaviour derived from local interactions between individuals. Group level properties emerge – the whole is greater than the sum of its parts. Need to take a holistic approach to these systems.
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Suggested Reading Dyer, J. R. G., Johansson, A., Helbing, D., Couzin, I. D., & Krause, J. (2009). Leadership, consensus decision making and collective behaviour in humans. Philosophical Transactions of the Royal Society B: Biological Sciences, 364(1518), 781-789. [pdf]pdf Couzin, I. D. (2007). Collective minds. Nature, 445(7129), 715-715. [pdf]pdf Couzin, I. D. (2006). Behavioral Ecology: Social Organization in Fission-Fusion Societies. Current Biology, 16(5), r169-r171. [pdf]pdf Couzin et al. 2002. Collective memory and spatial sorting in animal groups. J Theor Biol. 218, 1-11. doidoi I suggest you watch this short 5 minute video about collective behaviour by Prof Iain Couzin http://youtu.be/_2WqH_HUxz8, and basically anything Iain publishes is pretty cool by me http://icouzin.princeton.edu/http://youtu.be/_2WqH_HUxz8http://icouzin.princeton.edu/ And the starlings are always worth viewing - http://vimeo.com/31158841http://vimeo.com/31158841
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