Design of First-Order Optimization Algorithms via Sum-of-Squares Programming.

Mahyar Fazlyab Manfred Morari Victor M. Preciado

Published in: CDC (2018)

Keyphrases

optimization problems
case study
evolutionary algorithm
multidisciplinary design optimization
optimization methods
discrete optimization
computationally efficient
optimal design
stochastic search
data streams
significant improvement
design process
benchmark datasets
orders of magnitude
optimization procedure