assignments and projects of advanced optimization course
Steepest Descent & Newton with backtracking line search
Simulated Annealing
Linear conjugate gradient method
Manifold suboptimization
Trust region
Levenberg-Marquardt method
augmented lagrangian
interior point method
Implementation of A descent Dai-Liao conjugate gradient method for nonlinear equations [1]
[1] Abubakar, A.B. and Kumam, P., 2019. A descent Dai-Liao conjugate gradient method for nonlinear equations. Numerical Algorithms, 81(1), pp.197-210.