Convergence of adaptive algorithms for weakly convex constrained optimization.

Ahmet Alacaoglu Yura Malitsky Volkan Cevher

Published in: CoRR (2020)

Keyphrases

constrained optimization
adaptive algorithms
stationary points
inequality constraints
non stationary
augmented lagrangian

penalty functions
constrained optimization problems
noise cancellation
constraint handling
objective function
unconstrained optimization

penalty function
interval analysis
lagrange multipliers
convergence rate
optimization algorithm

particle swarm optimization
multi objective
iterative algorithms
feature space
optimal solution