Particle Swarm Optimization, Genetic Algorithm, Ant Colony Optimization, Artificial Immune System, Decision Support System, Artificial Neural Network
Showing posts with label Particle Swarm Optimization. Show all posts
Showing posts with label Particle Swarm Optimization. Show all posts

Tuesday, April 29, 2014

PSO


Particle Swarm Optimization





• Particle Swarm Optimization (PSO) was introduced by Kennedy and Eberhart in the mid-1990s.

•It is a population-based stochastic approach which has been grouped under swarm intelligence (Kennedy, 2006; Engelbrecht, 2007; Parsopoulos & Vrahatis, 2007) and evolutionary computation (Trelea, 2003).

•PSO can be used to solve continuous and discrete problems.

•PSO was derived from a concept of a flock of birds which fly everywhere to find food.

•Each bird is illustrated as a particle.

•Each particle moves stochastically in search space for a feasible solution.

•Each of the particles has its own velocity and position.