A novel computational approach to approximate fuzzy interpolation polynomials
dc.contributor.author | Jafarian, Ahmad | |
dc.contributor.author | Jafari, Raheleh | |
dc.contributor.author | Al Qurashi, Maysaa Mohamed | |
dc.contributor.author | Baleanu, Dumitru | |
dc.contributor.authorID | 56389 | tr_TR |
dc.date.accessioned | 2020-04-17T12:55:31Z | |
dc.date.available | 2020-04-17T12:55:31Z | |
dc.date.issued | 2016 | |
dc.department | Çankaya Üniversitesi, Fen - Edebiyat Fakültesi, Matematik Bölümü | en_US |
dc.description.abstract | This paper build a structure of fuzzy neural network, which is well sufficient to gain a fuzzy interpolation polynomial of the form y(p) = a(n)x(p)(n) +... + a(1)x(p) + a(0) where a(j) is crisp number (for j = 0,..., n), which interpolates the fuzzy data (x(j), y(j)) (for j = 0,..., n). Thus, a gradient descent algorithm is constructed to train the neural network in such a way that the unknown coefficients of fuzzy polynomial are estimated by the neural network. The numeral experimentations portray that the present interpolation methodology is reliable and efficient. | en_US |
dc.description.publishedMonth | 8 | |
dc.identifier.citation | Jafarian, Ahmad...et al. (2016). "A novel computational approach to approximate fuzzy interpolation polynomials", Springerplus, Vol. 5. | en_US |
dc.identifier.doi | 10.1186/s40064-016-3077-5 | |
dc.identifier.issn | 2193-1801 | |
dc.identifier.uri | http://hdl.handle.net/20.500.12416/3282 | |
dc.identifier.volume | 5 | en_US |
dc.language.iso | en | en_US |
dc.publisher | Springer International Publishing AG | en_US |
dc.relation.ispartof | Springerplus | en_US |
dc.rights | info:eu-repo/semantics/openAccess | en_US |
dc.subject | Fuzzy Neural Networks | en_US |
dc.subject | Fuzzy Interpolation Polynomial | en_US |
dc.subject | Cost Function | en_US |
dc.subject | Learning Algorithm | en_US |
dc.title | A novel computational approach to approximate fuzzy interpolation polynomials | tr_TR |
dc.title | A Novel Computational Approach To Approximate Fuzzy Interpolation Polynomials | en_US |
dc.type | Article | en_US |
dspace.entity.type | Publication |