Publication detail

Utilization of Systematic Approach to Uncertainty

MARTINEK, D.

Original Title

Utilization of Systematic Approach to Uncertainty

Type

conference paper

Language

English

Original 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.

Keywords

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

Authors

MARTINEK, D.

RIV year

2007

Released

18. 9. 2007

Location

Ostrava

ISBN

978-80-86840-34-5

Book

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

Pages from

161

Pages to

166

Pages count

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"
}