Uncertainty Management in Simulation-Optimization of Complex Systems : Algorithms and Applications

edited by Gabriella Dellino, Carlo Meloni

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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Year of publication:	2015
Authors:	Dellino, Gabriella
Other Persons:	Meloni, Carlo (ed.)
Publisher:	Boston, MA : Springer US
Subject:	Theorie \| Theory \| Komplexe Systeme \| Complex systems \| Algorithmus \| Algorithm \| Risiko \| Risk \| Mathematische Optimierung \| Mathematical programming \| Wirtschaftswissenschaften \| Operations Research \| Optimierung
Description of contents:	Description [swbplus.bsz-bw.de] ; Description [zbmath.org]

Extent:	Online-Ressource (XVIII, 271 p. 63 illus., 34 illus. in color, online resource)
Series:	Operations Research/Computer Science Interfaces Series ; 59 SpringerLink / Bücher
Type of publication:	Book / Working Paper
Language:	English
Notes:	Description based upon print version of record Part I: Advanced TutorialsSupporting 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.
ISBN:	978-1-4899-7547-8 ; 978-1-4899-7546-1
Other identifiers:	10.1007/978-1-4899-7547-8 [DOI]
Classification:	Forschung und Entwicklung
Source:	ECONIS - Online Catalogue of the ZBW

Persistent link: https://ebvufind01.dmz1.zbw.eu/10014020154