Multiplicative Gradient Method for Log-Homogeneous Optimization: A Unified Mirror-Descent Framework

Chun-Neng Chu, Yen-Huan Li

Consider the problems of computing ${\ell }_p$-Lewis weights, Kelly portfolios, D-optimal designs, general equilibria in Fisher markets, and optimal error exponents for channel coding…