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Stochastic Simulation Optimization For Discrete Event Systems: Perturbation Analysis, Ordinal Optimization And Beyond (Hardcover)
Loot Price: R2,484
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Stochastic Simulation Optimization For Discrete Event Systems: Perturbation Analysis, Ordinal Optimization And Beyond (Hardcover)
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Discrete event systems (DES) have become pervasive in our daily
lives. Examples include (but are not restricted to) manufacturing
and supply chains, transportation, healthcare, call centers, and
financial engineering. However, due to their complexities that
often involve millions or even billions of events with many
variables and constraints, modeling these stochastic simulations
has long been a "hard nut to crack." The advance in available
computer technology, especially of cluster and cloud computing, has
paved the way for the realization of a number of stochastic
simulation optimization for complex discrete event systems. This
book will introduce two important techniques initially proposed and
developed by Professor Y C Ho and his team; namely perturbation
analysis and ordinal optimization for stochastic simulation
optimization, and present the state-of-the-art technology, and
their future research directions.
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