On the Global Convergence of Randomized Coordinate Gradient Descent for Nonconvex Optimization.

Ziang Chen Yingzhou Li Jianfeng Lu

Published in: SIAM J. Optim. (2023)

Keyphrases

global convergence
globally convergent
optimization methods
global optimum
objective function
convergence analysis
convergence speed
convergence rate
optimization problems

constrained optimization problems
convex minimization
cost function
coordinate ascent
line search
global optimization
optimization method
particle swarm

autocalibration
artificial neural networks
linear programming
newton method
gauss newton
unconstrained optimization
multi objective
step size

support vector
particle swarm optimization
optimal solution
simulated annealing
conjugate gradient
convex optimization
neural network
linear program