عنوان المقالة:تصميم الشبكة العصبية على أساس نهج التحلل لحل معادلة انتشار التفاعل Design neural network based upon decomposition approach for solving reaction diffusion equation
Luma Naji Mohammed Tawfiq1 and Othman Mahdi Salih2
الملخص الانجليزي
This paper proposed a new approach for designing artificial neural network based upon decomposition technique that is the problem decomposing into two sub problems. The first sub problem processed by an artificial neural network depending on the given data to get an estimate of the parameters in problem and then uses to solve the second sub problem by obtaining the differential terms in the formulation of the this sub problem. The proposed design is greatly simplifies the problem of parameter estimation, high computational requiring is avoided and instead two smaller problems which be easier solved. Also, the proposed design is useful for noisy data sets.
تاريخ النشر
05/07/2019
الناشر
Journal of Physics: Conference Series
رقم المجلد
1234
رقم العدد
1
ISSN/ISBN
1742-6588
رابط DOI
doi:10.1088/1742-6596/1234/1/012104
الصفحات
1-7
الكلمات المفتاحية
Neural Network; Boundary Value Problems; Reaction Diffusion Equation; Numerical Simulation.
عثمان مهدي صالح | Othman Mahdi Salih | 1724