Přístupnostní navigace
E-application
Search Search Close
Publication detail
CHVÁTALOVÁ, Z. HŘEBÍČEK, J. BARTULEC, T.
Original Title
Sustainability Performance Indicators Construction with Using Neural Networks in Maple
Type
conference paper
Language
English
Original Abstract
The construction of sustainability performance indicators with using neural networks is an appropriate path to measuring and optimizing sustainable corporate performance. It is described in the paper as a modern method of implementation of artificial intelligence methods. The potential of neural networks is presented in the field of the adaptation of the various company characteristics. There are discussed two nontrivially calculated indicators: the Economic Value Added (EVA) and the Cash Flow Return on Investment (CFROI). It is known that is sufficient to have the basis of knowledge of several samples, without the knowledge of the internal links, for neural network modelling. The user friendly mathematical software Maple is introduced for the solution of those tasks. Maple has become the strong computational tool of mathematical, financial and economic modelling in education, research and practice. It allows implementing the appropriate neural network, which would be used by company managers while maintaining the complexity of values and meaningful indicators of economic performance to remove their discovered disadvantage.
Keywords
CFROI; EVA; Maple; neural network; sustainability performance
Authors
CHVÁTALOVÁ, Z.; HŘEBÍČEK, J.; BARTULEC, T.
RIV year
2015
Released
11. 11. 2015
Publisher
International Business Information Management Association (IBIMA)
Location
Madrid, Španělsko
ISBN
978-0-9860419-5-2
Book
Innovation Management and Sustainable Economic Competitive Advantage: From Regional Development to Global Growth
Edition
1
Pages from
2035
Pages to
2045
Pages count
11
BibTex
@inproceedings{BUT121153, author="Zuzana {Chvátalová} and Jiří {Hřebíček} and Tomasz {Bartulec}", title="Sustainability Performance Indicators Construction with Using Neural Networks in Maple ", booktitle="Innovation Management and Sustainable Economic Competitive Advantage: From Regional Development to Global Growth", year="2015", series="1", pages="2035--2045", publisher="International Business Information Management Association (IBIMA)", address="Madrid, Španělsko", isbn="978-0-9860419-5-2" }