Object
Title: FLC design for multi-objective systems
Contributor:
Pedrycz, Witold - ed. ; Korbicz, Józef (1951- ) - ed.
Subtitle:
Group publication title:
Abstract:
For a system with multiple objectives, designing the rule base for a fuzzy-logic controller (FLC) is not an easy task. In particular, when the fuzzy if-then rules are obtained from human operators, they can be inconsistent due to possibly conflicting multiple objectives. In this paper, we propose an FLC design scheme that is suitable for this type of systems. ; The proposed controller consists of a supervisory controller and many sub controllers. Each sub controller is a typical FLC responsible for the corresponding control objective and the supervisory controller coordinates the sub controllers by adjusting the weights. ; Some learning mechanism is also introduced for the supervisory controller to enhance its performance. Then, the stability issue of the proposed FLC is discussed when it is used for a regulation system. By means of a simple example, the proposed algorithm is shown to be effective for multi-objective systems.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
Pages:
Source:
AMCS, volume 6, number 3 (1996) ; click here to follow the link
Language:
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)
- 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) (1996)
Last modified:
Nov 5, 2024
In our library since:
Nov 17, 2020
Number of object content hits:
78
All available object's versions:
https://zbc.uz.zgora.pl/repozytorium/publication/64464
Show description in RDF format:
Show description in OAI-PMH format:
-
International Journal of Applied Mathematics and Computer Science (AMCS)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 26 (2016)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 25 (2015)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 24 (2014)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 23 (2013)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 22 (2012)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 21 (2011)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 20 (2010)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 19 (2009)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 18 (2008)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 17 (2007)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 16 (2006)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 15 (2005)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 13 (2003)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 12 (2002)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 11 (2001)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 10 (2000)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 9 (1999)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 8 (1998)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 7 (1997)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 6 (1996)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 6, number 1 (1996)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 6, number 2 (1996)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 6, number 3 (1996)
- Evolutionary computation: Main paradigms and current directions
- The role of virus infection in a virus-evolutionary genetic algorithm
- Image compression by competitive learning neural networks and predictive vector quantization
- Classifier-approximator modular neural network for accurate estimation of dynamic system parameters
- A new approach to neurocontrol based on Fourier analysis and nonuniform multi-dimensional sampling
- An introduction to fuzzy systems
- Algebraic operators: An alternative approach to fuzzy sets
- Automated construction of possibilistic networks from data
- FLC design for multi-objective systems
- Self-organizing neuro-fuzzy control of complex systems
- Fuzzy neural hybrid position/force control for robot manipulators
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 6, number 4 (1996)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 6, number 1 (1996)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 5 (1995)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 4 (1994)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 3 (1993)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 2 (1992)
-
International Journal of Applied Mathematics and Computer Science (AMCS),volume 1 (1991)
-
International Journal of Applied Mathematics and Computer Science (AMCS), volume 26 (2016)
| Edition name | Date |
|---|---|
| FLC design for multi-objective systems | Nov 5, 2024 |
