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    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 European Space Agency is thinking about an orbital swarm for self-assembly and interferometry. NASA is investigating the use of … See more

    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 … See more

    Boids (Reynolds 1987)
    Boids is an artificial life program, developed by Craig Reynolds in 1986, which simulates flocking. … 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

    1989
    Gerardo Beni and Jing Wang introduced the expression 'swarm intelligence' in the context of cellular robotic systems.
    1986
    Craig Reynolds developed Boids, an artificial life program that simulates flocking.
    1995
    Vicsek et al. introduced self-propelled particles (SPP), a special case of the boids model.
    1992
    Dorigo introduced ant colony optimization (ACO), a class of optimization algorithms modeled on the actions of an ant colony.
    1995
    Kennedy, 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.
    2015
    Artificial Swarm Intelligence (ASI) is method of amplifying the collective intelligence of networked human groups using control algorithms modeled after natural swarms.
    2018
    Stanford 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.
    2021
    The 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.

    • Marco Dorigo and Mauro Birattari (2007). "Swarm intelligence" in Scholarpedia
    • Antoinette Brown. Swarm Intelligence See more

     
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    What is swarm intelligence?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.
    What are examples of swarm intelligence models?many real-life applications. Examples of swarm intelligence models are: Ant Colon y Glowworm Swarm Optimization . In this paper, we will primarily focus on two of the Swarm Optimization. originally used to solve discrete optimization problems in the late 1980s. ACO draws inspiration from the social behaviour o f ant colonies.
    How swarm intelligence based algorithms are used in real life?In real world, Scheduling and routing problems are commonly used. Swarm Intelligence based algorithms are widely used in real life applications such as Internet of Things based systems, Internet of Things based smart cities and utilize population based features and make the system scalable and flexible.
    How do we achieve swarm intelligence?To achieve swarm intelligence, we simply gives every system an agent to make independent decision, followed by building a specific communication protocols between every two points. The protocols can be expressed as: This equation denotes the strategies based on which every system changes its output.
  4. WebFeb 1, 2012 · Swarm Intelligence: Concepts, Models and Applications. February 2012. DOI: 10.13140/2.1.1320.2568. Conference: Queen's …

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