Skip navigation
Skip navigation

Conservation of Relative Fuzziness: Retrospective and Triangular Extension

Gedeon, Tamas (Tom)

Description

Fuzzy rule interpolation is one of the tools for reducing computational complexity of fuzzy systems, and can be used when there are gaps in the knowledge base. These gaps can be natural, due to cost, or due to rule base reduction. The fuzzy interpolation methods are all descendent techniques of Kóczy and Hirota's linear interpolation. In this paper we provide a retrospective on the development of these techniques, and then focus on an early technique of conservation of fuzziness which has...[Show more]

dc.contributor.authorGedeon, Tamas (Tom)
dc.coverage.spatialIstanbul
dc.date.accessioned2016-06-14T23:21:04Z
dc.date.created2-5 August 2015
dc.identifier.isbn9781467374286
dc.identifier.urihttp://hdl.handle.net/1885/103701
dc.description.abstractFuzzy rule interpolation is one of the tools for reducing computational complexity of fuzzy systems, and can be used when there are gaps in the knowledge base. These gaps can be natural, due to cost, or due to rule base reduction. The fuzzy interpolation methods are all descendent techniques of Kóczy and Hirota's linear interpolation. In this paper we provide a retrospective on the development of these techniques, and then focus on an early technique of conservation of fuzziness which has advantages in interpolation in hierarchical fuzzy systems as only near flank information is meant to be used and this allows the interpolation between different levels in the fuzzy rule base hierarchy. We point out an error and rectify it using a triangular extension which restores the intuitive, philosophical and practical nature of the approach.
dc.publisherIEEE
dc.relation.ispartofseriesFUZZ-IEEE 2015
dc.source2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
dc.source.urihttp://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=7329077
dc.titleConservation of Relative Fuzziness: Retrospective and Triangular Extension
dc.typeConference paper
local.description.notesImported from ARIES
local.description.refereedYes
dc.date.issued2015
local.identifier.absfor080600 - INFORMATION SYSTEMS
local.identifier.ariespublicationu4056230xPUB558
local.type.statusPublished Version
local.contributor.affiliationGedeon, Tamas (Tom), College of Engineering and Computer Science, ANU
local.description.embargo2037-12-31
local.bibliographicCitation.startpage1
local.bibliographicCitation.lastpage7
local.identifier.doi10.1109/FUZZ-IEEE.2015.7338025
local.identifier.absseo970108 - Expanding Knowledge in the Information and Computing Sciences
dc.date.updated2016-06-14T08:58:34Z
CollectionsANU Research Publications

Download

File Description SizeFormat Image
01_Gedeon_Conservation_of_Relative_2015.pdf3.59 MBAdobe PDF    Request a copy


Items in Open Research are protected by copyright, with all rights reserved, unless otherwise indicated.

Updated:  19 May 2020/ Responsible Officer:  University Librarian/ Page Contact:  Library Systems & Web Coordinator