Learning algorithms in fuzzy cognitive maps

176 p.

Saved in:

Bibliographic Details
Main Author:	Song, Hengjie
Other Authors:	Miao Chun Yan
Format:	Theses and Dissertations
Published:	2014
Subjects:	DRNTU::Engineering::Computer science and engineering::Theory of computation::Analysis of algorithms and problem complexity
Online Access:	http://hdl.handle.net/10356/57401
Tags:	Add Tag No Tags, Be the first to tag this record!
Institution:	Nanyang Technological University

id	sg-ntu-dr.10356-57401
record_format	dspace
spelling	sg-ntu-dr.10356-574012023-03-04T00:33:11Z Learning algorithms in fuzzy cognitive maps Song, Hengjie Miao Chun Yan School of Computer Engineering DRNTU::Engineering::Computer science and engineering::Theory of computation::Analysis of algorithms and problem complexity 176 p. Fuzzy Cognitive Maps (FCMs) are convenient and widely used technique for modelling dynamic systems, which are characterized by flexibility and adaptability to a given domain. However since lacking efficient methods to automatically identify the membership functions and to quantify the causalities which are the very foundations of FCM theory, constructing FCMs for complex systems heavily relies on expert knowledge. The manually developed models have a substantial shortcoming due to the model subjectivity and difficulties in evaluating its reliability. Doctor of Philosophy (SCE) 2014-04-07T10:25:22Z 2014-04-07T10:25:22Z 2010 2010 Thesis http://hdl.handle.net/10356/57401 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::Computer science and engineering::Theory of computation::Analysis of algorithms and problem complexity
spellingShingle	DRNTU::Engineering::Computer science and engineering::Theory of computation::Analysis of algorithms and problem complexity Song, Hengjie Learning algorithms in fuzzy cognitive maps
description	176 p.
author2	Miao Chun Yan
author_facet	Miao Chun Yan Song, Hengjie
format	Theses and Dissertations
author	Song, Hengjie
author_sort	Song, Hengjie
title	Learning algorithms in fuzzy cognitive maps
title_short	Learning algorithms in fuzzy cognitive maps
title_full	Learning algorithms in fuzzy cognitive maps
title_fullStr	Learning algorithms in fuzzy cognitive maps
title_full_unstemmed	Learning algorithms in fuzzy cognitive maps
title_sort	learning algorithms in fuzzy cognitive maps
publishDate	2014
url	http://hdl.handle.net/10356/57401
_version_	1759855453289840640

Learning algorithms in fuzzy cognitive maps

Similar Items