Relaxing Optimization Problems -- Learning-Assisted Relaxations and Approximations -- Solving Optimization Problems with … Complicating Variables -- Solving Optimization Problems via Lagrangian Decomposition -- Relaxations and Decomposition in Power … their combined use efficiently solves large-scale optimization problems relevant to engineering, particularly in electrical …

This book examines optimization problems that in practice involve random model parameters. It outlines the computation … decision theoretical concepts, optimization problems under stochastic uncertainty are converted into corresponding … the underlying probability distribution, and on solving deterministic optimization problems by means of controlled random …