Publication Details

Utilization of Systematic Approach to Uncertainty

MARTINEK, D. Utilization of Systematic Approach to Uncertainty. In Proceedings of XXIXth International Autumn Colloquium ASIS 2007 Advanced Simulation of Systems. Ostrava: 2007. p. 161-166. ISBN: 978-80-86840-34-5.

Czech title

Využití systematického přístupu k neurčitosti

Type

conference paper

Language

English

Authors

Martinek David, Ing. (UIFS)

Keywords

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

Abstract

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.

Published

2007

Pages

161–166

Proceedings

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

ISBN

978-80-86840-34-5

Place

Ostrava

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"
}