Parametric operations for digital hardware implementation of fuzzy systems

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

8 Citas (Scopus)

Resumen

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.

Idioma originalInglés
Título de la publicación alojadaMICAI 2009
Subtítulo de la publicación alojadaAdvances in Artificial Intelligence - 8th Mexican International Conference on Artificial Intelligence, Proceedings
Páginas432-443
Número de páginas12
DOI
EstadoPublicada - 2009
Evento8th Mexican International Conference on Artificial Intelligence, MICAI 2009 - Guanajuato, México
Duración: 9 nov. 200913 nov. 2009

Serie de la publicación

NombreLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen5845 LNAI
ISSN (versión impresa)0302-9743
ISSN (versión digital)1611-3349

Conferencia

Conferencia8th Mexican International Conference on Artificial Intelligence, MICAI 2009
País/TerritorioMéxico
CiudadGuanajuato
Período9/11/0913/11/09

Huella

Profundice en los temas de investigación de 'Parametric operations for digital hardware implementation of fuzzy systems'. En conjunto forman una huella única.

Citar esto