Signomial and Polynomial Optimization via Relative Entropy and Partial Dualization

Riley Murray, Venkat Chandrasekaran, Adam Wierman

We describe a generalization of the Sums-of-AM/GM Exponential (SAGE) relaxation methodology for obtaining bounds on constrained signomial and polynomial optimization problems. Our…