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Uncertainty Management in Simulation-Optimization of Complex Systems: Algorithms and Applications - Softcover
Synopsis
Part I: Advanced Tutorials.- Supporting Time-Critical Decision Making with Real Time Simulations.- Metamodel-based Robust Simulation-Optimization: An Overview.- Simulation-Based Modelling of a Stochastic Equilibrium.- Part II: Uncertainty Management Using Sequential Parameter Optimization.- A Review on Global Sensitivity Analysis Methods.- Connections Among Optimization Models with Uncertainties, ABC and RBV.- Addressing Uncertainty in Complex Systems. The Case of Bio-Based Products Derived from Urban Bio-Waste Valorisation.- Part III: Methods and Applications.- Global Optimization of Simulation Based Complex Systems.- Personnel Scheduling in Queues with Time-Varying Arrival Rates: Applications of Simulation-Optimization.- Stochastic Dual Dynamic Programming Solution of a Short-Term Disaster Management Problem.- Optimal Stock Allocation in Single Echelon Inventory Systems Subject to a Service Constraint.
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