TY - CHAP
T1 - Particle Swarm Optimization
AU - Vanneschi, Leonardo
AU - Silva, Sara
N1 - Vanneschi, L., & Silva, S. (2023). Particle Swarm Optimization. In Lectures on Intelligent Systems (pp. 105-111). (Natural Computing Series). Springer, Cham. https://doi.org/10.1007/978-3-031-17922-8_4
PY - 2023/1/13
Y1 - 2023/1/13
N2 - Particle Swarm Optimization (PSO) [Kennedy, 2010, Kennedy and Eberhart, 1995] is an optimization algorithm designed for continuous optimization. Like GAs, it is a population-based stochastic method, but unlike GAs it does not take its inspiration from the Theory of Evolution of Darwin, but from the social behavior of bird flocking or fish schooling [Reynolds, 1987]. For instance, one may imagine a flock of birds flying over an area, to find a point to land. In such a situation, defining where the whole swarm should land is a complex problem, since it depends on many pieces of information, such as, for instance, maximizing the availability of food or minimizing the risk of existence of predators.
AB - Particle Swarm Optimization (PSO) [Kennedy, 2010, Kennedy and Eberhart, 1995] is an optimization algorithm designed for continuous optimization. Like GAs, it is a population-based stochastic method, but unlike GAs it does not take its inspiration from the Theory of Evolution of Darwin, but from the social behavior of bird flocking or fish schooling [Reynolds, 1987]. For instance, one may imagine a flock of birds flying over an area, to find a point to land. In such a situation, defining where the whole swarm should land is a complex problem, since it depends on many pieces of information, such as, for instance, maximizing the availability of food or minimizing the risk of existence of predators.
UR - http://www.scopus.com/inward/record.url?scp=85147456808&partnerID=8YFLogxK
U2 - 10.1007/978-3-031-17922-8_4
DO - 10.1007/978-3-031-17922-8_4
M3 - Chapter
AN - SCOPUS:85147456808
SN - 978-3-031-17921-1
SN - 978-3-031-17924-2
T3 - Natural Computing Series
SP - 105
EP - 111
BT - Lectures on Intelligent Systems
PB - Springer, Cham
CY - Cham, Switzerland
ER -