Sökning: "Kassem Shehadeh"

Hittade 2 uppsatser innehållade orden Kassem Shehadeh.

1. 1. A Study of Time-Stepping Methods for Optimization in Supervised Learning

   Master-uppsats, Lunds universitet/Matematik LTH; Lunds universitet/Matematikcentrum

   Författare :Kassem Shehadeh; [2020]
   Nyckelord :Supervised machine learning; optimization; time-stepping methods; neural networks; Mathematics and Statistics;

   Sammanfattning : In supervised machine learning, training neural networks requires solving optimization problems. These problems can be restated as gradient flow problems and solved numerically using time-stepping methods. LÄS MER

3. 2. A Mathematical Model and Numerical Simulations of Traffic Flow Problems

   Kandidat-uppsats, Lunds universitet/Matematik LTH

   Författare :Kassem Shehadeh; [2018]
   Nyckelord :Mathematics and Statistics;

   Sammanfattning : This report consists of three main parts. The first part explores how the density of traffic on a road can be mathematically modeled as a partial differential equation: a relation between a function and its derivatives. The second part describes an algorithm which can find a numerical solution for the differential equation. LÄS MER