Bookcover of PSO-Based Evolutionary Learning
Booktitle:

PSO-Based Evolutionary Learning

System Design and Applications

LAP LAMBERT Academic Publishing (2011-05-16 )

Books loader

Omni badge eligible for voucher
ISBN-13:

978-3-8443-3153-0

ISBN-10:
3844331530
EAN:
9783844331530
Book language:
English
Blurb/Shorttext:
The new paradigm of Swarm Intelligence, called Particle Swarm Optimization (PSO), is one of the well-known evolutionary computation techniques, which can be considered as an efficient tool to find near optimal solution in a searching space. Especially, PSO is a useful method when the problems to be solved are high-dimensional, nonlinear or some specific information is unavailable. PSO combines the social-only model and the cognition-only model to select the adjustable parameters to approach optimal solution, its main advantage is its rapid convergence and small computational requirements, which make it a good candidate for solving optimization problems. In this book, the efficient, robust, and flexible PSO algorithms are proposed to generate some artificial intelligence system in solving some applications, such as cluster analysis, image processing, and neural network training.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Ching-Yi Chen
Number of pages:
156
Published on:
2011-05-16
Stock:
Available
Category:
Electronics, electro-technology, communications technology
Price:
59.00 €
Keywords:
particle swarm optimization, Cluster Analysis, cluster validity, vector quantization, Neural Networks, Particle Swarm Optimization

Books loader

Newsletter

Adyen::diners Adyen::jcb Adyen::discover Adyen::amex Adyen::mc Adyen::visa Adyen::cup Adyen::unionpay Adyen::paypal Paypal CryptoWallet Wire Transfer

  0 products in the shopping cart
Edit cart
Loading frontend
LOADING