Digital Library of Zielona Góra contains 65 903 digital objects
Object
Title: A modified particle swarm optimization procedure for triggering fuzzy flip-flop neural networks
Współtwórca:
Kusy, Maciej - ed. ; Scherer, Rafał - ed. ; Krzyżak, Adam - ed.
Podtytuł:
Tytuł publikacji grupowej:
Abstract:
The aim of the presented study is to investigate the application of an optimization algorithm based on swarm intelligence to the configuration of a fuzzy flip-flop neural network. Research on solving this problem consists of the following stages. The first one is to analyze the impact of the basic internal parameters of the neural network and the particle swarm optimization (PSO) algorithm. ; Subsequently, some modifications to the PSO algorithm are investigated. Approximations of trigonometric functions are then adopted as the main task to be performed by the neural network. As a result of the numerical verification of the problem, a set of rules are developed that can be helpful in constructing a fuzzy flip-flop type neural network. The obtained results of the computations significantly simplify the structure of the neural network in relation to similar conditions known from the literature.
Wydawca:
Zielona Góra: Uniwersytet Zielonogórski
Identyfikator zasobu:
DOI:
Strony:
Źródło:
AMCS, volume 31, number 4 (2021) ; click here to follow the link
Jezyk:
Licencja CC BY 4.0:
Prawa do dysponowania publikacją:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Digital Library of Zielona Góra > Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Digital Library of Zielona Góra > Repository > Types of work > Articles
- Digital Library of Zielona Góra > Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (2021)
Last modified:
21 lip 2025
In our library since:
21 lip 2025
Number of object content hits:
38
All available object's versions:
https://www.zbc.uz.zgora.pl/publication/101391
Show description in RDF format:
Show description in OAI-PMH format:
-
-
-
-
-
-
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 31, number 1 (2021)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 31, number 2 (2021)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 31, number 3 (2021)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 31, number 4 (2021)
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
| Edition name | Date |
|---|---|
| A modified particle swarm optimization procedure for triggering fuzzy flip-flop neural networks | 21 lip 2025 |
Objects Similar
Soltani, Moez Chaari, Abdelkader Ben Hmida, Fayçal Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Li, Chunshien Chiang, Tai-Wei Cordón, Oskar - ed. Kazienko, Przemysław - ed.
Kumar, D. Thresh Soleimani, Hamed Kannan, Govindan Abaev, Pavel - ed. Razumchik, Rostislav - ed. Kołodziej, Joanna - ed.
Bodyanskiy, Yevgeniy V. Tyshchenko, Oleksii K. Kulczycki, Piotr - ed. Kacprzyk, Janusz - ed. Kóczy, László T. - ed. Mesiar, Radko - ed.
Calado, Joao M.F. Sá da Costa, Jose M.G. Korbicz, Józef (1951- ) - red. Patton, Ronald J. - red.
Merino, Javier Antón
Rafajłowicz, Ewaryst (1953- ) Pawlak, Mirosław Steland, Angsar Kummert, Anton - ed. Rafajłowicz, Ewaryst - ed.
Simiński, Krzysztof Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
