Genetic fuzzy systems : a paradigm for learning heuristic rules

298 p.

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Bibliographic Details
Main Author:	Rahardja Sunarto
Other Authors:	Lim, Meng Hiot
Format:	Theses and Dissertations
Published:	2009
Subjects:	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
Online Access:	http://hdl.handle.net/10356/19656
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Institution:	Nanyang Technological University

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spelling	sg-ntu-dr.10356-196562023-07-04T15:30:55Z Genetic fuzzy systems : a paradigm for learning heuristic rules Rahardja Sunarto Lim, Meng Hiot School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems 298 p. Fuzzy systems have been used extensively to solve many real-world control prob-lems. However, issues pertaining to the acquisition of the knowledge, particularly the control rules and membership functions of the fuzzy concepts persist. In our work, we propose a genetic fuzzy hybrid system that uses a genetic algorithm (GA) to directly ma-nipulate fuzzy control rules. This system uses a GA to derive an «-rule fuzzy system based on specified membership functions for the fuzzy control terms. Master of Engineering 2009-12-14T06:20:08Z 2009-12-14T06:20:08Z 1996 1996 Thesis http://hdl.handle.net/10356/19656 Nanyang Technological University application/pdf
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
topic	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
spellingShingle	DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems Rahardja Sunarto Genetic fuzzy systems : a paradigm for learning heuristic rules
description	298 p.
author2	Lim, Meng Hiot
author_facet	Lim, Meng Hiot Rahardja Sunarto
format	Theses and Dissertations
author	Rahardja Sunarto
author_sort	Rahardja Sunarto
title	Genetic fuzzy systems : a paradigm for learning heuristic rules
title_short	Genetic fuzzy systems : a paradigm for learning heuristic rules
title_full	Genetic fuzzy systems : a paradigm for learning heuristic rules
title_fullStr	Genetic fuzzy systems : a paradigm for learning heuristic rules
title_full_unstemmed	Genetic fuzzy systems : a paradigm for learning heuristic rules
title_sort	genetic fuzzy systems : a paradigm for learning heuristic rules
publishDate	2009
url	http://hdl.handle.net/10356/19656
_version_	1772827331681845248

Genetic fuzzy systems : a paradigm for learning heuristic rules

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