Particle Swarm Optimization : Theory, Techniques & Applications
Book Details
Format
Hardback or Cased Book
ISBN-10
1616685271
ISBN-13
9781616685270
Publisher
Nova Science Publishers Inc
Imprint
Nova Science Publishers Inc
Country of Manufacture
US
Country of Publication
GB
Publication Date
Feb 16th, 2011
Print length
306 Pages
Weight
734 grams
Dimensions
17.90 x 25.60 x 2.40 cms
Product Classification:
Mathematics
Ksh 39,050.00
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Particle swarm optimisation (PSO) is an algorithm modelled on swarm intelligence that finds a solution to an optimisation problem in a search space or model and predicts social behaviour in the presence of objectives. The PSO is a stochastic, population-based computer algorithm modelled on swarm intelligence. Swarm intelligence is based on social-psychological principles and provides insights into social behaviour, as well as contributing to engineering applications. This book presents information on particle swarm optimisation such as using mono-objective and multi-objective particle swarm optimisation for the tuning of process control laws; convergence issues in particle swarm optimisation; study on vehicle routing problems using enhanced particle swarm optimisation and others.
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