Swarm Intelligent Systems

Language: English

Published by Springer, Springer Jun 2006, 2006

3540338683 / 9783540338680

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This item is printed on demand - Print on Demand Titel. Neuware -Swarm intelligence is an innovative computational way to solving hard pr- lems. This discipline is inspired by the behavior of social insects such as sh schools and bird ocks and colonies of ants, termites, bees and wasps. In g- eral, this is done by mimicking the behavior of the biological creatures within their swarms and colonies. Particle swarm optimization, also commonly known as PSO, mimics the behaviorofaswarmofinsectsoraschoolof sh.Ifoneoftheparticlediscovers 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 multidimensionalspacethathavetwocharacteristics:apositionandavelocity. Theseparticleswanderaroundthehyperspaceandrememberthebestposition that they have discovered. They communicate good positions to each other and adjust their own position and velocity based on these good positions. The ant colony optimization, commonly known as ACO, is a probabilistic technique for solving computational hard problems which can be reduced to ndingoptimalpaths.ACOisinspiredbythebehaviorofantsin ndingshort paths from the colony nest to the food place. Ants have small brains and bad vision yet they use great search strategy. Initially, real ants wander randomly to nd food. They return to their colony while laying down pheromone trails. If other ants nd such a path, they are likely to follow the trail with some pheromone and deposit more pheromone if they eventually nd food.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 208 pp. Englisch.…

Seller Inventory # 9783540338680

Title
Swarm Intelligent Systems
Author
Nadia Nedjah
Publisher
Springer, Springer Jun 2006
Publication year
2006
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3540338683
ISBN 13
9783540338680
Item weight
483 grams
Dimensions
241x160x16 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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