Distributed quasi-monotone subgradient algorithm for nonsmooth convex optimization over directed graphs.

Shu Liang Le Yi Wang George Yin

Published in: Autom. (2019)

Keyphrases

convex optimization
primal dual
directed graph
dynamic programming
learning algorithm
optimal solution
linear programming
objective function
worst case
multiscale
convex optimization problems
convex programming
globally optimal
cost function
linear program
np hard
augmented lagrangian
search space
convex formulation