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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 ...
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.
James Kennedy (born November 5, 1950) is an American social psychologist, best known as an originator and researcher of particle swarm optimization.The first papers on the topic, by Kennedy and Russell C. Eberhart, were presented in 1995; since then tens of thousands of papers have been published on particle swarms.
Natural computing, [1] [2] also called natural computation, is a terminology introduced to encompass three classes of methods: 1) those that take inspiration from nature for the development of novel problem-solving techniques; 2) those that are based on the use of computers to synthesize natural phenomena; and 3) those that employ natural materials (e.g., molecules) to compute.
Swarm Intelligence : From Natural to Artificial Systems with Eric Bonabeau and Guy Theraulaz, Oxford University Press, 1999 (ISBN 0-19-513159-2). Robot Shaping with Marco Colombetti, MIT Press, 1998 (ISBN 0-262-04164-2). Ant algorithms for discrete optimization with Gianni Di Caro and Luca Maria Gambardella, Artificial Life, Vol. 5, N. 2, 1999.
He also works in the area of autonomous systems and swarm intelligence. Selected books S. G ... UK, September 7–9, 2009, Proceedings, Springer. ...
Bat algorithm is a swarm-intelligence-based algorithm, inspired by the echolocation behavior of microbats. BA automatically balances exploration (long-range jumps around the global search space to avoid getting stuck around one local maximum) with exploitation (searching in more detail around known good solutions to find local maxima) by ...
Swarm intelligence A thorough catalogue with many other recently proposed algorithms has been published in the Evolutionary Computation Bestiary . [ 11 ] It is important to note that many recent algorithms, however, have poor experimental validation.