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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. [1] [2]
Unanimous AI is an American technology company provides artificial swarm intelligence (ASI) technology. [1] [2] [3] Unanimous AI provides a "human swarming" platform "swarm.ai" (formally called UNU) that allows distributed groups of users to collectively predict answers to questions.
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:
Particle swarm optimization (PSO) A swarm intelligence method. Intelligent water drops (IWD) A swarm-based optimization algorithm based on natural water drops flowing in rivers Gravitational search algorithm (GSA) A swarm intelligence method. Ant colony clustering method (ACCM) A method that make use of clustering approach, extending the ACO.
Free (closed source) – Clearthought Software License, Version 1.0 StarLogo (an extension of Logo) Cross-platform Mailing list; tutorials; FAQ; bug list; documentation; developer contacts Unknown Unknown November 27, 2018 [10] Swarm: General purpose agent based Swarm Development Group GPL Java; Objective-C Cross-platform
Software is expected to have another great year in 2025 fueled by ongoing and rising investment in artificial intelligence (AI). 3 Artificial Intelligence (AI) Software Names to Buy in 2025 ...
Swarm intelligence is the collective behaviour 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. [23]
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).
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