acc_grad

Code for generating the numerical results (including experiment and plotting scripts) for the paper "Understanding Accelerated Gradient Methods: Lyapunov Analyses and Hamiltonian-assisted Interpretations by Penghui Fu and Zhiqiang Tan

Files

main.R

Contain objective functions and first-order optimization algorithms studied in this paper.

simu.Rmd

R Markdown file to conduct numerical experiments.