CD Skripsi
Metode Gradient Descent Dengan Formula Eksplisit Dari Stepsize Untuk Menyelesaikan Sistem Persamaan Nonlinear
This final project discusses Gradient Descent method with the explicit stepsize
formula for solving systems of nonlinear equations. Gradient Descent method
with the explicit stepsize formula has linear convergence and if the Jacobian
matrix has a special structure then it is equivalent to Newton’s method which
quadratic convergence. At the end of the discussion, some numerical examples
are given to compare Newton’s method with this method to demonstrate the
feasibility and efficiency of the method.
Keywords: Gradient Descent method, system of nonlinear equations, convergence
analysis
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