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Detail of publication
Citation
: Comparison of different variants of population-based stochastic search PSO methods with respect to the processor time . MATEO - The European Network of Mechatronics Centres and Industrial Controllers 2006, p. 192-206, Západočeská univerzita , Plzeň, 2006.
Abstract
In this paper we present comparison of different variants of population- based stochastic search technique – particle swarm optimization (PSO) method.Many comparisons have been made in this area, where appears often an idea about measuring the iterations needed to achieve some solution quality of the optimization problem. We will adopt this approach and extend the idea with the comparison from the view to the processor time needed for localisation of the optimum of the nonlinear cost function. This approach has been choosen regarding to the future intention to implement one of the PSO methods in Model-based predictive controller, where is even the limited processor time - available in each time period - critical for calculation of the fitness function optimization.
Detail of publication
| Title: | Comparison of different variants of population-based stochastic search PSO methods with respect to the processor time |
|---|---|
| Author: | Stýblo, M. |
| Language: | English |
| Date of publication: | 14 Dec 2006 |
| Year: | 2006 |
| Type of publication: | Papers in proceedings of reviewed conferences |
| Title of journal or book: | MATEO - The European Network of Mechatronics Centres and Industrial Controllers 2006 |
| Page: | 192 - 206 |
| ISBN: | 80-7043-508-9 |
| Publisher: | Západočeská univerzita |
| Address: | Plzeň |
| Date: | 14 Dec 2006 - 16 Dec 2006 |
Keywords
particle swarm optimization, PSO, non-linear optimization, population-based stochastic search
BibTeX
@INPROCEEDINGS{StybloM_2006_Comparisonof,
author = {St\'{y}blo, M.},
title = {Comparison of different variants of population-based stochastic search PSO methods with respect to the processor time},
year = {2006},
publisher = {Z\'{a}pado\v{c}esk\'{a} univerzita },
journal = {MATEO - The European Network of Mechatronics Centres and Industrial Controllers 2006},
address = {Plze\v{n}},
pages = {192-206},
ISBN = {80-7043-508-9},
url = {http://www.kky.zcu.cz/en/publications/StybloM_2006_Comparisonof},
}