Shapiro A. Lectures On Stochastic Programming. ... !!exclusive!! -

: Analysis of how many samples are needed to ensure the approximate solution is close to the true optimal solution. 4. Advanced Topics in Modern Editions Recent editions expand into emerging areas of optimization:

: A Monte Carlo-based approach that transforms a stochastic problem into a deterministic one by sampling from the underlying distribution, allowing for complexity analysis and numerical solvability. Shapiro A. Lectures on Stochastic Programming. ...