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- Swarm intelligence is a field of artificial intelligence that studies the collective behavior of decentralized, self-organized systems1234. These systems are composed of many simple agents that interact with each other and with their environment, without a central leader or controller234. Swarm intelligence is inspired by natural phenomena such as flocks of birds, schools of fish, and colonies of ants24.Learn more:✕This summary was generated using AI based on multiple online sources. To view the original source information, use the "Learn more" links.Swarm intelligence (SI) is the collective behavior of decentralized, self-organized systems, natural or artificial. The concept is employed in work on artificial intelligence. The expression was introduced by Gerardo Beni and Jing Wang in 1989, in the context of cellular robotic systems.en.wikipedia.org/wiki/Swarm_intelligenceSwarm intelligence is a form of collective learning and decision-making based on decentralized, self-organized systems. Natural examples are commonplace—flocks of birds and schools of fish act and react as groups, without instruction or direction from any single leader.www.hpe.com/us/en/what-is/swarm-intelligence.htmlSwarm intelligence (SI) is a subfield of artificial intelligence (AI) that is concerned with the study of decentralized, self-organized systems, natural or artificial. SI systems are typically made up of a large number of simple agents that interact with each other and with their environment in order to accomplish a common goal.www.autoblocks.ai/glossary/swarm-intelligenceSwarm intelligence is the discipline that deals with natural and artificial systems composed of many individuals that coordinate using decentralized control and self-organization. In particular, the discipline focuses on the collective behaviors that result from the local interactions of the individuals with each other and with their environment.www.scholarpedia.org/article/Swarm_intelligence
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Swarm intelligence (SI) is the collective behavior of decentralized, self-organized systems, natural or artificial. The concept is employed in work on artificial intelligence. The expression was introduced by Gerardo Beni and Jing Wang in 1989, in the context of cellular robotic systems. SI systems consist … See more
Boids (Reynolds 1987)
Boids is an artificial life program, developed by Craig Reynolds in 1986, which simulates flocking. It was published in 1987 in the proceedings of the ACM SIGGRAPH conference. The … See moreEvolutionary algorithms (EA), particle swarm optimization (PSO), differential evolution (DE), ant colony optimization (ACO) and their … See more
• Bonabeau, Eric; Dorigo, Marco; Theraulaz, Guy (1999). Swarm Intelligence: From Natural to Artificial Systems. Oup USA. ISBN 978-0-19-513159-8 See more
1989Gerardo Beni and Jing Wang introduced the expression 'swarm intelligence' in the context of cellular robotic systems.1986Craig Reynolds developed Boids, an artificial life program that simulates flocking.1995Vicsek et al. introduced self-propelled particles (SPP), a special case of the boids model.1992Dorigo introduced ant colony optimization (ACO), a class of optimization algorithms modeled on the actions of an ant colony.1995Kennedy, Eberhart & Shi introduced particle swarm optimization (PSO), a global optimization algorithm for dealing with problems in which a best solution can be represented as a point or surface in an n-dimensional space.2015Artificial Swarm Intelligence (ASI) is method of amplifying the collective intelligence of networked human groups using control algorithms modeled after natural swarms.2018Stanford University School of Medicine published a study showing that groups of human doctors, when connected together by real-time swarming algorithms, could diagnose medical conditions with substantially higher accuracy than individual doctors or groups of doctors working together using traditional crowd-sourcing methods.2021The University of California San Francisco (UCSF) School of Medicine released a preprint about the diagnosis of MRI images by small groups of collaborating doctors. The study showed a 23% increase in diagnostic accuracy when using Artificial Swarm Intelligence (ASI) technology compared to majority voting.Swarm Intelligence-based techniques can be used in a number of applications. The U.S. military is investigating swarm techniques for controlling unmanned vehicles. The See more
• Marco Dorigo and Mauro Birattari (2007). "Swarm intelligence" in Scholarpedia
• Antoinette Brown. Swarm Intelligence See moreWikipedia text under CC-BY-SA license WEBFeb 1, 2012 · Swarm Intelligence (SI) is a relatively new and potentially promising branch of Artificial Intelligence that is used to model the …
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