Detail publikace

Utilization of Systematic Approach to Uncertainty

MARTINEK, D.

Originální název

Utilization of Systematic Approach to Uncertainty

Typ

článek ve sborníku ve WoS nebo Scopus

Jazyk

angličtina

Originální abstrakt

This paper is a short study about utilization of a systematic approach to handle uncertainty in the context of artificial neural networks and modelling and simulation. The systematic approach to handle uncertainty is wrapped by theory known as Generalized Information Theory. This theory unites several uncertainty based formalisms into one complex theory. This paper brings a short overview of Generalized Information Thory and it also deals with how the results of this theory can be used for better design  and optimization of some types of artificial neural networks as well as for interpretation of their results.

Klíčová slova

Generalized Information Theory, Artificial Neural Networks, uncertainty, modelling and simulation.

Autoři

MARTINEK, D.

Rok RIV

2007

Vydáno

18. 9. 2007

Místo

Ostrava

ISBN

978-80-86840-34-5

Kniha

Proceedings of XXIXth International Autumn Colloquium ASIS 2007 Advanced Simulation of Systems

Strany od

161

Strany do

166

Strany počet

6

BibTex

@inproceedings{BUT27897,
  author="David {Martinek}",
  title="Utilization of Systematic Approach to Uncertainty",
  booktitle="Proceedings of XXIXth International Autumn Colloquium ASIS 2007 Advanced Simulation of Systems",
  year="2007",
  pages="161--166",
  address="Ostrava",
  isbn="978-80-86840-34-5"
}