A software tool for uncertainty modeling using Interpolative Boolean algebra
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2014
Članak u časopisu (Objavljena verzija)
Metapodaci
Prikaz svih podataka o dokumentuApstrakt
In this paper, we present a computer software that implements the Interpolative Boolean algebra using Java programming language. The Interpolative Boolean algebra (IBA) is real-valued realization of Boolean algebra, mostly used in performance measuring and uncertainty modeling. IBA is based on the principle of structural functionality. This principle focuses on the structure instead of the values, so the existing software solutions based on the conventional fuzzy logic are inappropriate. The proposed software, jFuzzyIBATranslator, can process any expression and transform it to an analog Generalized Boolean Polynomial (GBP). All transformation steps are shown and explained. In this way the program transparency is achieved. The software also provides support for the IBA value level, entering the values and performing the necessary calculations.
Ključne reči:
Uncertainty / Interpolative Boolean algebra / Generalized Boolean polynomial / Fuzzy logic software / Expression transformationIzvor:
Knowledge-Based Systems, 2014, 62, 1-10Izdavač:
- Elsevier, Amsterdam
DOI: 10.1016/j.knosys.2014.01.019
ISSN: 0950-7051
WoS: 000336116900001
Scopus: 2-s2.0-84899084831
Institucija/grupa
Fakultet organizacionih naukaTY - JOUR AU - Milošević, Pavle AU - Petrović, Bratislav AU - Radojević, Dragan AU - Kovačević, Darko PY - 2014 UR - https://rfos.fon.bg.ac.rs/handle/123456789/1258 AB - In this paper, we present a computer software that implements the Interpolative Boolean algebra using Java programming language. The Interpolative Boolean algebra (IBA) is real-valued realization of Boolean algebra, mostly used in performance measuring and uncertainty modeling. IBA is based on the principle of structural functionality. This principle focuses on the structure instead of the values, so the existing software solutions based on the conventional fuzzy logic are inappropriate. The proposed software, jFuzzyIBATranslator, can process any expression and transform it to an analog Generalized Boolean Polynomial (GBP). All transformation steps are shown and explained. In this way the program transparency is achieved. The software also provides support for the IBA value level, entering the values and performing the necessary calculations. PB - Elsevier, Amsterdam T2 - Knowledge-Based Systems T1 - A software tool for uncertainty modeling using Interpolative Boolean algebra EP - 10 SP - 1 VL - 62 DO - 10.1016/j.knosys.2014.01.019 UR - conv_1640 ER -
@article{ author = "Milošević, Pavle and Petrović, Bratislav and Radojević, Dragan and Kovačević, Darko", year = "2014", abstract = "In this paper, we present a computer software that implements the Interpolative Boolean algebra using Java programming language. The Interpolative Boolean algebra (IBA) is real-valued realization of Boolean algebra, mostly used in performance measuring and uncertainty modeling. IBA is based on the principle of structural functionality. This principle focuses on the structure instead of the values, so the existing software solutions based on the conventional fuzzy logic are inappropriate. The proposed software, jFuzzyIBATranslator, can process any expression and transform it to an analog Generalized Boolean Polynomial (GBP). All transformation steps are shown and explained. In this way the program transparency is achieved. The software also provides support for the IBA value level, entering the values and performing the necessary calculations.", publisher = "Elsevier, Amsterdam", journal = "Knowledge-Based Systems", title = "A software tool for uncertainty modeling using Interpolative Boolean algebra", pages = "10-1", volume = "62", doi = "10.1016/j.knosys.2014.01.019", url = "conv_1640" }
Milošević, P., Petrović, B., Radojević, D.,& Kovačević, D.. (2014). A software tool for uncertainty modeling using Interpolative Boolean algebra. in Knowledge-Based Systems Elsevier, Amsterdam., 62, 1-10. https://doi.org/10.1016/j.knosys.2014.01.019 conv_1640
Milošević P, Petrović B, Radojević D, Kovačević D. A software tool for uncertainty modeling using Interpolative Boolean algebra. in Knowledge-Based Systems. 2014;62:1-10. doi:10.1016/j.knosys.2014.01.019 conv_1640 .
Milošević, Pavle, Petrović, Bratislav, Radojević, Dragan, Kovačević, Darko, "A software tool for uncertainty modeling using Interpolative Boolean algebra" in Knowledge-Based Systems, 62 (2014):1-10, https://doi.org/10.1016/j.knosys.2014.01.019 ., conv_1640 .