Testing and Validation of Computer Simulation Models

Principles, Methods and Applications

Häftad, Engelska, 2016

AvDavid J. Murray-Smith

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This must-read text/reference provides a practical guide to processes involved in the development and application of dynamic simulation models, covering a wide range of issues relating to testing, verification and validation.

Produktinformation

Utgivningsdatum2016-08-23
Mått155 x 235 x 17 mm
Vikt418 g
FormatHäftad
SpråkEngelska
SerieSimulation Foundations, Methods and Applications
Antal sidor252
FörlagSpringer International Publishing AG
ISBN9783319362663

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An Introduction to Simulation Models and the Modelling Process.- Concepts of Simulation Model Testing, Verification and Validation.- Measures of Quality for Model Validation.- Sensitivity Analysis for Model Evaluation.- Experimental Data for Model Validation.- Methods of Model Verification.- Methods for the Invalidation/Validation of Simulation Models.- Management Issues within Simulation Model Development and Testing.- Case Study: Development and Testing of a Simulation Model of Two Interconnected Vessels.- Case Study: Model Validation and Experiment Design for Helicopter Simulation Model Development and Applications.- Case Study: Compartmental Models of the Gas-Exchange Processes of the Human Lungs.- Case Study: Modelling of Elements of the Neuromuscular.- Systems Involved in the Regulation of Posture and Control of Movement.- Further Discussion.