1. Inicio
  2. A Note on the KM Algorithm for Computing the Variance of an Interval Type-2 Fuzzy Set

A Note on the KM Algorithm for Computing the Variance of an Interval Type-2 Fuzzy Set Capítulos

  • Doi
  • Perfil
  • Identidad
  • Información Adicional De Documento

Perfil

Resumen

  • This work presents some considerations about the computation of the relative variance for Interval Type-2 Fuzzy Sets. Based on experimental evidence, the computation of the relative variance of an interval Type-2 fuzzy set using the KM algorithm needs more computations than using the original KM algorithm in order to obtain their boundaries since the variance combined with the KM algorithm results in a nonlinear behavior. A modified KM algorithm for computing the relative variance of an interval type-2 fuzzy set is proposed and a comprehensive analysis of its behavior is provided through two examples.

Área temática

  • Producción y consumo responsables

autores

  • http://vivoweb.org/ontology/core#FacultyMember
    Carlos Alberto Franco Franco
  • http://research-hub.urosario.edu.co/ontology/vlocal#ExcludedPerson
    jhoan sebastian tenjo garcia
  • http://research-hub.urosario.edu.co/ontology/vlocal#ExcludedPerson
    Juan Carlos Figueroa-Garcia

fecha de publicación

  • 2022-1-1

Identidad

Identificador de objeto digital (DOI)

  • https://doi.org/10.1007/978-3-030-82099-2_12

Información adicional de documento

Número de páginas

  • 11

Página inicial

  • 130

Última página

  • 140