Stochastic decomposition
Optimization
System theory
Stochastic processes
Operations research
Mathematical optimization
Mathematics
This book summarizes developments related to a class of methods called Stochastic Decomposition (SD) algorithms, which represent an important shift in the design of optimization algorithms. Unlike traditional deterministic algorithms, SD combines sampling approaches from the statistical literature w…
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