Solving differential equations with z-numbers data by gaussian radial basic function
Küçük Resim Yok
Tarih
2025
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
World scientific
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
Developing a novel and practical method based on the radial-base grid network (RBF) as well as the third-order polynomial of the exponential function (f(t) = e(t)) in order to solve the first-order differential equations based on Z-numbers is the aim of this paper. It is worth mentioning that the advantage of the proposed RBF is that sufficient information is not required. The RBF contains three distinct layers as follows: the input layer including the elementary nodes; the second layer including the hidden layers via high dimensions; and the output layer for responding and activating the patterns of the input layer. The obtained results revealed that this method could solve and approximate such problems under acceptable confidence.
Açıklama
Anahtar Kelimeler
First-Order Differential Equations, RBF, Z-Numbers
Kaynak
New mathematics and natural computation
WoS Q Değeri
N/A
Scopus Q Değeri
Q3
Cilt
Sayı
Künye
Qalehe, L., Kermani, M. A., & Allahviranloo, T. (2025). Solving Differential Equations with Z-numbers data by Gaussian Radial Basic Function. New Mathematics and Natural Computation.
