Digital Library of Zielona Góra contains 9 272 digital objects
Object
Title: Nonregular nonlinear sector modelling
Contributor:
Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.
Group publication title:
Abstract:
Fuzzy models realize human-like modelling schemes. However, a human being can create in his mind relatively simple models of real systems with maximum two inputs. The reason is that human models are based on rectangular lattice partitions of the input spaces. Such a partition enables us to understand the modelled system, which is a great advantage of fuzzy modelling. Despite this, the rectangular lattice partition makes modelling of systems with large numbers of inputs and those realizing complicated inputs/output mappings impossible or very difficult. ; The paper puts forward a self-organizing and self-tuning method for modelling nonlinear systems. It is based on a nonrectangular partition of the input space. The conclusions of rules can be here linear or nonlinear. For the latter, a special delinearization function (SDL) is proposed. It makes it possible to decrease considerably the number of rules, which results in efficient modelling. Also, the amount of measurement information from the system needed to learn a model can be decreased considerably.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
Pages:
Source:
AMCS, volume 8, number 3 (1998) ; 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) (1998)
Last modified:
Jul 14, 2025
In our library since:
Dec 22, 2020
Number of object content hits:
185
All available object's versions:
https://zbc.uz.zgora.pl/repozytorium/publication/64665
Show description in RDF format:
Show description in OAI-PMH format:
| Edition name | Date |
|---|---|
| Nonregular nonlinear sector modelling | Jul 14, 2025 |
Objects Similar
Piegat, Andrzej Pluciński, Marcin Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Kaczorek, Tadeusz (1932- ) Triggiani, Roberto- ed. Maksimov, Vyacheslav I. - ed.
Ling, Wei-Ming Rivera, Daniel E. Skliar, Mikhail - red. Ramirez, W. Fred - red.
Duever, Thomas A. Penlidis, Alexander Skliar, Mikhail - red. Ramirez, W. Fred - red.
Yin, K. Karen Li, Xing Bonde, John Richards, Carl Cholwek, Gary Skliar, Mikhail - red. Ramirez, W. Fred - red.
Klein, Eric J. Rivera, Sheyla L. Skliar, Mikhail - red. Ramirez, W. Fred - red.
Tholudur, Arun Ramirez, W. Fred Skliar, Mikhail - red. Ramirez, W. Fred - red.
Luo, Ningsu De La Sen, Manuel Rodellar, José Yu, Xinghuo - red.
