An Experimental Comparison of SONC and SOS Certificates for Unconstrained Optimization.

Henning Seidler Timo de Wolff

Published in: CoRR (2018)

Keyphrases

unconstrained optimization
constrained optimization
optimization methods
trust region
nonlinear optimization
objective function
search methods
penalty function
gradient method
optimization method
linear programming
neural network
global optimum
search algorithm
lower bound
fitness function
line search