Bazsites.com Particle Swarm
Directory Topics
On the Web
- All about Particle Swarm Optimization - An website about particle swarm optimization and swarm intelligence, including introduction, bibliography, tutorials, links to online papers
- 2000 - Adapting Particle Swarm Optimization to Dynamic Environments - In this paper the authors propose a method for adapting the particle swarm optimizer for dynamic environments. The process consists of causing each particle to reset its record of its best position as the environment changes, to avoid making direction and velocity decisions on the basis of outdated information.
- Particle Swarm Optimization Resources - Mathematical analysis of Particle Swarm Optimization. Discrete, fuzzy PSO.
- Darwinian Particle Swarm Optimization - An adaptation of the Particle Swarm Optimization algorithm.
- Particle Swarm Central - Mainly information and links to information about Particle Swarm Optimization.
- Particle Swarm Optimization Visualization - A simple Java applet which visually demonstrates a particle swarm searching for a maximum value in a 3-D landscape.
- 2000 - Cooperative Learning in Neural Networks using Particle Swarm Optimizers - A paper by Frans van den Bergh and Andries P. Engelbrecht, South Africa. The interesting point is that they split the input vectors to several sub-vectors, each which is optimized cooperatively in its own swarm.
- Li, Xiaodong - Swarm intelligence, Ant colony algorithms, Particle Swarm, Differential Evolution, Multi-agent simulation
- Swarm Intelligence - A new book talking about particle swarm optimization by J. Kennedy, R.C. Eberhart, and Y. Shi.
- Eberhart, Russell C. - One of the founders of particle swarm optimization. IEEE fellow
Wikipedia Articles
- Repulsive particle swarm optimization - In mathematics, specifically in optimization, repulsive particle swarm optimization (RPSO) is a global optimization algorithm. It belongs to the class of stochastic evolutionary global optimizers, and is a variant of particle swarm optimization (PSO).
- Particle swarm optimization - Particle swarm optimization (PSO) is a stochastic, population-based computer problem-solving algorithm; it is a kind of swarm intelligence that is based on social-psychological principles and provides insights into social behavior, as well as contributing to engineering applications.
- Stochastic Diffusion Search - Stochastic Diffusion Search (SDS), was first described in 1989 as a population-based, pattern-matching algorithm [Bishop, 1989]. It belongs to a family of Swarm Intelligence and naturally inspired search and optimisation algorithms which includes Ant Colony Optimization, Particle Swarm Optimization and Genetic Algorithms.
- Java Evolutionary Computation Toolkit - ECJ is a freeware evolutionary computation research system written in Java. It is a framework that supports a variety of evolutionary computation techniques, such as genetic algorithms, genetic programming, evolution strategies, coevolution, particle swarm optimization, and differential evolution.
- James Kennedy (social psychologist) - James Kennedy (b. November 5, 1950 - ) is an American social psychologist, best known as an originator and researcher of particle swarm optimization.