Alternating direction met
Alternating direction method of multipliers for polynomial optimization
Alternating direction method of multipliers for polynomial optimization
Multivariate polynomial optimization is a prevalent model for a number of engineering problems. From a mathematical viewpoint, polynomial optimization is challenging because it is non-convex. The Lasserre’s theory, based on semidefinite relaxations, provides an effective tool to overcome this issue …