Metadata language
Interval based, non-parametric approach for resampling of fuzzy numbers
Subtitle:Raport Badawczy = Research Report ; RB/4/2017
Creator:Hryniewicz, Olgierd (1948– ) ; Romaniuk, Maciej
Publisher:Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences
Place of publishing: Date issued/created: Description:59 stron ; 21 cm ; Bibliografia s. 44-47
Subject and Keywords:Fuzzy numbers ; Liczby rozmyte ; Monte carlo methods ; Alpha-cuts ; Cięcia alfa ; Resampling method ; Metoda ponownego próbkowania ; Bootstrap ; Generation of fuzzy numbers ; Generowanie liczb rozmytych
Abstract:This paper presents two new non-parametric methods for the simulation of bootstrap-like samples of fuzzy numbers. The generated secondary samples are based on an input set consisting of LFRNs (Left-Right Fuzzy Numbers). The proposed approaches utilize Monte Carlo method in a way, which, to some extent, resambles a bootstrap. However, contrary to the classical bootstrap approach, the discussed methods are based on alpha-cuts of fuzzy numbers, which are generated in a new non-parametric way.
Relation:Raport Badawczy = Research Report
Resource type: Detailed Resource Type: Source: Language: Language of abstract: Rights:Licencja Creative Commons Uznanie autorstwa 4.0
Terms of use:Zasób chroniony prawem autorskim. [CC BY 4.0 Międzynarodowe] Korzystanie dozwolone zgodnie z licencją Creative Commons Uznanie autorstwa 4.0, której pełne postanowienia dostępne są pod adresem: ; -
Digitizing institution:Instytut Badań Systemowych Polskiej Akademii Nauk
Original in:Biblioteka Instytutu Badań Systemowych PAN
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