Digital Library of Zielona Góra contains 9 272 digital objects
Object
Title: A novel Fuzzy C-Regression Model algorithm using a new error measure and particle swarm optimization
Contributor:
Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.
Group publication title:
Abstract:
This paper presents a new algorithm for fuzzy c-regression model clustering. The proposed methodology is based on adding a second regularization term in the objective function of a Fuzzy C-Regression Model (FCRM) clustering algorithm in order to take into account noisy data. In addition, a new error measure is used in the objective function of the FCRM algorithm, replacing the one used in this type of algorith ; Then, particle swarm optimization is employed to finally tune parameters of the obtained fuzzy model. The orthogonal least squares method is used to identify the unknown parameters of the local linear model. Finally, validation results of two examples are given to demonstrate the effectiveness and practicality of the proposed algorithm.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
DOI:
Pages:
Source:
AMCS, Volume 22, Number 3 (2012) ; click here to follow the link
Language:
License CC BY 4.0:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Repository > Types of work > Articles
- 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) (2012)
Last modified:
Jul 14, 2025
In our library since:
Sep 10, 2018
Number of object content hits:
283
All available object's versions:
https://zbc.uz.zgora.pl/repozytorium/publication/55125
Show description in RDF format:
Show description in OAI-PMH format:
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 22, number 1 (2012)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 22, number 2 (2012)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 22, number 3 (2012)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 22, number 4 (2012)
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
| Edition name | Date |
|---|---|
| A novel Fuzzy C-Regression Model algorithm using a new error measure and particle swarm optimization | Jul 14, 2025 |
Objects Similar
Nelles, Oliver Fink, Alexander Babuška, Robert Setnes, Magne Rutkowska, Danuta - ed. Zadeh, Lotfi A. - ed.
Domański, Paweł Brdyś, Mieczysław A. Tatjewski, Piotr Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Xu, Dezhi Jiang, Bin Shi, Peng Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Li, Chunshien Chiang, Tai-Wei Cordón, Oskar - ed. Kazienko, Przemysław - ed.
Kowalski, Piotr A. Słoczyński, Tomasz Kusy, Maciej - ed. Scherer, Rafał - ed. Krzyżak, Adam - ed.
Ben Brahim, Ali Dhahri, Slim Ben Hmida, Fayçal Sellami, Anis Byrski, Aleksander - ed. Kisiel-Dorohinicki, Marek - ed. Dobrowolski, Grzegorz - ed.
Khémiri, Karim Ben Hmida, Fayçal Ragot, José Gossa, Moncef Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
