Flocking in complex environments—Attention trade-offs in collective information processing
@article{Rahmani2020FlockingIC, title={Flocking in complex environments—Attention trade-offs in collective information processing}, author={P. Rahmani and F. Peruani and P. Romanczuk}, journal={PLoS Computational Biology}, year={2020}, volume={16} }
The ability of biological and artificial collectives to outperform solitary individuals in a wide variety of tasks depends crucially on the efficient processing of social and environmental information at the level of the collective. Here, we model collective behavior in complex environments with many potentially distracting cues. Counter-intuitively, large-scale coordination in such environments can be maximized by strongly limiting the cognitive capacity of individuals, where due to self… Expand
7 Citations
Swarm Hunting and Cluster Ejections in Chemically Communicating Active Mixtures
- Physics, Medicine
- Scientific Reports
- 2020
- 1
- PDF
Multi-scale analysis and modelling of collective migration in biological systems
- Medicine
- Philosophical Transactions of the Royal Society B
- 2020
- 1
- PDF
Size-selective mortality may trigger maladaptive changes of shoaling behaviour in a fish
- Biology
- 2020
- PDF
Autonomous Control Strategy of a Swarm System Under Attack Based on Projected View and Light Transmittance
- Computer Science
- IEEE/CAA Journal of Automatica Sinica
- 2021
Lévy Walk in Swarm Models Based on Bayesian and Inverse Bayesian Inference
- Medicine, Computer Science
- Computational and structural biotechnology journal
- 2021
References
SHOWING 1-10 OF 48 REFERENCES
Social interactions, information use, and the evolution of collective migration
- Biology, Medicine
- Proceedings of the National Academy of Sciences
- 2010
- 202
- PDF
Experimental study of the behavioural mechanisms underlying self-organization in human crowds
- Engineering, Physics
- Proceedings of the Royal Society B: Biological Sciences
- 2009
- 391
- PDF
Influence of the number of topologically interacting neighbors on swarm dynamics
- Computer Science, Medicine
- Scientific reports
- 2014
- 73
- PDF
Swarming and pattern formation due to selective attraction and repulsion
- Computer Science, Physics
- Interface Focus
- 2012
- 41
- PDF
Large-Scale Patterns in a Minimal Cognitive Flocking Model: Incidental Leaders, Nematic Patterns, and Aggregates.
- Computer Science, Medicine
- Physical review letters
- 2016
- 49
- PDF
Role of projection in the control of bird flocks
- Biology, Physics
- Proceedings of the National Academy of Sciences
- 2014
- 81
- PDF
Visual sensory networks and effective information transfer in animal groups
- Biology, Medicine
- Current Biology
- 2013
- 234
- PDF