Autores
Batyrshin Ildar
Título Negations of Probability Distributions: A Survey
Tipo Revista
Sub-tipo CONACYT
Descripción Computación y Sistemas
Resumen In recent years many papers have been devoted to the analysis and applications of negations of finite probability distributions (PD), first considered by Ronald Yager. This paper gives a brief overview of some formal results on the definition and properties of negations of PD. Negations of PD are generated by negators of probability values transforming element-byelement PD into a negation of PD. Negators are nonincreasing functions of probability values. There are two types of negators: PD-independent and PD-dependent negators. Yager's negator is fundamental in the characterization of linear PD-independent negators as a convex combination of Yager's negator and uniform negator. Involutivity of negations is important in logic, and such involutive negator is considered in the paper. We propose a new simple definition of the class of linear negators generalizing Yager's negator. Different examples illustrate properties of negations of PD. Finally, we consider some open problems in the analysis of negations of probability distributions. © 2021 Instituto Politecnico Nacional. All rights reserved.
Observaciones DOI 10.13053/CyS-25-4-4094
Lugar Ciudad de México
País Mexico
No. de páginas 775-781
Vol. / Cap. v. 25 no. 4
Inicio 2021-10-01
Fin
ISBN/ISSN