![]() ![]() The algorithm is similar to 'tree searches' that have been used for a number of years in applications like chess programs. All of these things look remarkably similar to what you get in animal systems." ![]() "We start from this low-level principle and are able to predict that these agents will move together, what density they will target, what kind of level of order they'll target. That begs the question of whether this principle is actually the fundamental organisational principle in birds, and possibly in all intelligent life? It looks like it generates dynamics that are extremely similar, even at the quantitative level, to a bird flock. Professor Matthew Turner, from the University of Warwick Department of Physics, said: "We adopted a hypothesis that birds are agents that want to maximise their future freedom, and then we asked what the consequences are of that. This demonstrates that there is a fundamental advantage to the 'birds' in working together. The way they move together resembled animals in several ways, including cohesion (they stick together), co-alignment (they fly in roughly the same direction as their neighbours) and collision suppression, none of which were specifically programmed into the model. They then programmed them with an algorithm based on the principle of Future State Maximisation (FSM), so the 'birds' would move to maximise the number of different visual environments that they expect to be able to access in the future. They created a computer simulation, using bird flocks as a model, in which the 'birds' perceived a visual representation of the world around them, as if through a simple retina. The researchers sought to gain a better understanding of collective motion, like that seen in a flock of birds, a herd of animals, an insect swarm or a human crowd. The research was partially funded by the Engineering and Physical Sciences Research Council (EPSRC), part of UK Research and Innovation. ![]() The discovery by Henry Charlesworth and his supervisor Professor Matthew Turner published on 15 July in Proceedings of the National Academy of Sciences and provides a clue to the emergence of social co-operation in animals by explaining how individuals gain greater advantages by working in groups. Using flocks of birds as a model, they have shown that birds of a feather will indeed flock together to maximise the information they have access to and to give them the most future options when flocking. ![]()
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