Title :
On the computer certification of fuzzy numbers
Author :
Grabowski, Andrzej
Author_Institution :
Inst. of Inf., Univ. of Bialystok, Białystok, Poland
Abstract :
The formalization of fuzzy sets in terms of corresponding membership functions is already available in machine-verified mathematical knowledge base. We show how it can be extended to provide the development of fuzzy numbers fully benefitting from the existing framework. The flexibility which is offered by automated proof-assistants allowed us to overcome some initial difficulties. Although fuzziness stems from the same background as rough set theory, i.e. incomplete or imprecise information, both formal approaches are substantially different.
Keywords :
fuzzy set theory; mathematics computing; number theory; theorem proving; automated proof-assistants; computer certification; formal approach; fuzziness; fuzzy numbers; fuzzy sets; imprecise information; incomplete information; machine-verified mathematical knowledge base; membership function; rough set theory; Approximation methods; Computers; Fuzzy set theory; Fuzzy sets; Libraries;
Conference_Titel :
Computer Science and Information Systems (FedCSIS), 2013 Federated Conference on
Conference_Location :
Krako??w