Parametric operations for digital hardware implementation of fuzzy systems

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

8 Scopus citations

Abstract

Operations used in fuzzy systems to realize conjunction and disjunction over fuzzy sets are commonly minimum and maximum because they are easy to implement and provide good results when fuzzy system is tuned, but tuning of the system is a hard work that can result on knowledge lost. A good choice to tune the system without loss of previously stated knowledge is by using parametric classes of conjunction and disjunction operations, but these operations must be suitable to be efficiently implemented on digital hardware. In this paper, the problem of obtain effective digital hardware for parametric operations of fuzzy systems is studied. The methods for generation of parametric classes of fuzzy conjunctions and disjunctions by means of generators and basic operations are considered. Some types of generators of parametric fuzzy operations simple for hardware implementation are proposed. New hardware implementation for parametric operations with operation selection is presented.

Original languageEnglish
Title of host publicationMICAI 2009
Subtitle of host publicationAdvances in Artificial Intelligence - 8th Mexican International Conference on Artificial Intelligence, Proceedings
Pages432-443
Number of pages12
DOIs
StatePublished - 2009
Event8th Mexican International Conference on Artificial Intelligence, MICAI 2009 - Guanajuato, Mexico
Duration: 9 Nov 200913 Nov 2009

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume5845 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference8th Mexican International Conference on Artificial Intelligence, MICAI 2009
Country/TerritoryMexico
CityGuanajuato
Period9/11/0913/11/09

Keywords

  • Conjunction
  • Digital fuzzy hardware
  • Disjunction
  • Fuzzy logic
  • Generator
  • Parametric conjunction

Fingerprint

Dive into the research topics of 'Parametric operations for digital hardware implementation of fuzzy systems'. Together they form a unique fingerprint.

Cite this