Swarm Intelligent Systems (Studies in Computational Intelligence)

ISBN: 3540338683

Category: Technical

Tag: Science/Engineering


Posted on 2009-03-13. By anonymous.

Description



Swarm Intelligent Systems (Studies in Computational Intelligence) By Luiza de Macedo Mourelle
Publisher: Springer-Verlag 2006 | 186 Pages | ISBN: 3540338683 | PDF | 6 MB



This volume offers a wide spectrum of sample works developed in leading research throughout the world about innovative methodologies of swarm intelligence and foundations of engineering swarm intelligent systems as well as applications and interesting experiences using the particle swarm optimisation. Swarm intelligence is an innovative computational way to solve hard problems. In particular, particle swarm optimization, also commonly known as PSO, mimics the behavior of a swarm of insects or a school of fish. If one of the particle discovers a good path to food the rest of the swarm will be able to follow instantly even if they are far away in the swarm. Swarm behavior is modeled by particles in multidimensional space that have two characteristics: a position and a velocity. These particles wander around the hyperspace and remember the best position that they have discovered. They communicate good positions to each other and adjust their own position and velocity based on these good positions.


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