Particle Swarm Optimization: Theory, Techniques and Applications
- ISBN-10
- 1616685271
- ISBN-13
- 9781616685270
- Category
- Mathematical optimization
- Pages
- 305
- Language
- English
- Published
- 2011
- Publisher
- Nova Science Pub Incorporated
- Author
- Andrea E. Olsson
Description
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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