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Examples of swarm intelligence in natural systems include ant colonies, bee colonies, bird flocking, hawks hunting, animal herding, bacterial growth, fish schooling and microbial intelligence. The application of swarm principles to robots is called swarm robotics while swarm intelligence refers to the more general set of algorithms.
In 2019, the platform was featured on the Amazon Original Series, "Giant Beast That is The Global Economy". The general public used Swarm.ai to forecast box-office results for summer movies (2018). Participants correctly forecasted that Incredibles 2 would significantly outperform other highly anticipated films at the box-office. [15] [16]
This algorithm is a member of the ant colony algorithms family, in swarm intelligence methods, and it constitutes some metaheuristic optimizations. Initially proposed by Marco Dorigo in 1992 in his PhD thesis, [ 6 ] [ 7 ] the first algorithm was aiming to search for an optimal path in a graph, based on the behavior of ants seeking a path ...
A flock of auklets exhibit swarm behaviour. Swarm behaviour, or swarming, is a collective behaviour exhibited by entities, particularly animals, of similar size which aggregate together, perhaps milling about the same spot or perhaps moving en masse or migrating in some direction. It is a highly interdisciplinary topic. [1]
The Swarm (German: Der Schwarm) is a German co-produced science fiction television series directed by Barbara Eder, Luke Watson and Philipp Stölzl.Adapted from the novel by Frank Schätzing, the series depicts the struggle with aggression by a mysterious deep sea intelligence that is reacting to human-caused environmental damage.
Rosenberg developed artificial swarm intelligence, which is intended to amplify the collective intelligence of networked human groups (2014–2023), [2] [3] [4] He developed the haptic computer mouse and haptic GUI (1993–1999) [5] [6] and did work to develop augmented reality at the Air Force Research Laboratory (1991–1994).
The design of swarm robotics systems is guided by swarm intelligence principles, which promote fault tolerance, scalability, and flexibility. [1] Unlike distributed robotic systems in general, swarm robotics emphasizes a large number of robots. While various formulations of swarm intelligence principles exist, one widely recognized set includes:
Gerardo Beni (born Florence, Italy 21 February 1946) is a professor of electrical engineering at University of California, Riverside who, with Jing Wang, is known as the originator of the term swarm intelligence [1] [2] in the context of cellular robotics and the concept of electrowetting, [3] with Susan Hackwood.