Show simple item record
dc.contributor.author |
Janková, Zuzana
|
|
dc.contributor.author |
Dostál, Petr
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dc.date.accessioned |
2020-02-05T14:06:14Z |
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dc.date.available |
2020-02-05T14:06:14Z |
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dc.date.issued |
2019 |
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dc.identifier.issn |
1211-555X (Print) |
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dc.identifier.issn |
1804-8048 (Online) |
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dc.identifier.uri |
https://hdl.handle.net/10195/74591 |
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dc.description.abstract |
In this paper, a higher degree of fuzzy logic type-2 fuzzy logic is presented as
decision making process of investment. There is a key difference between type-2 and type-1
fuzzy logic. The application is made on the Czech stock market and is used to decide on
investing in PX index stocks. The proposed type 2 fuzzy model uses the return and risk of
investment instruments as input variables. The system created is able to generate aggregate
models from a certain number of language rules, allowing the investor to understand the
generated financial model. The use of T2FLS can lead to more realistic and accurate results
than T1FLS. |
en |
dc.format |
p. 79 - 90 (12 s.) |
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dc.language.iso |
cze |
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dc.publisher |
University of Pardubice |
en |
dc.relation.ispartof |
Scientific papers of the University of Pardubice. Series D, Faculty of Economics and Administration. 47/2019 |
en |
dc.rights |
open access |
en |
dc.subject |
artificial neural networks |
en |
dc.subject |
czech stock market |
en |
dc.subject |
fuzzy logic |
en |
dc.subject |
interval Type-2 Fuzzy Logic |
en |
dc.subject |
investment analysis |
en |
dc.subject |
soft computing |
en |
dc.title |
Expertní systém Type-2 fuzzy logika pro investiční analýzu |
cze |
dc.title.alternative |
Interval Type-2 fuzzy logic expert system for investment analysis |
en |
dc.type |
Article |
en |
dc.peerreviewed |
yes |
en |
dc.publicationstatus |
published |
en |
dc.subject.jel |
G11 |
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dc.subject.jel |
G12 |
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dc.subject.jel |
C45 |
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