Autores
Batyrshin Ildar
Villa Vargas Luis Alfonso
Camacho Nieto Oscar
Título Parametric Operations for Digital Hardware Implementation of Fuzzy Systems
Tipo Congreso
Sub-tipo SCOPUS
Descripción Lecture Notes in Computer Science; 8Th Mexican International Conference on Artificial Intelligence MICAI 2009
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.
Observaciones (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Code 78796
Lugar Guanajuato
País Mexico
No. de páginas 432-443
Vol. / Cap. Vol. 5845 LNAI, 2009
Inicio 2009-11-09
Fin 2009-11-13
ISBN/ISSN 3642052576;978-36420