Gradient Descent

Custom
Use LaTeX notation (e.g. \sin(x), x^2, e^{x+1}, \ln(x)).

\(x_0\) = 7.00

\(\alpha\) = 1.000

Step advances \(\color[RGB]{45,112,179}{x_k} \to \color[RGB]{199,68,64}{x_k - \frac{\alpha}{L} g_k}\). Guaranteed descent when function is \(L\)-smooth and \(\alpha \in (0,2)\). Reset returns to \(x_0\).