Testing and Validation of Computer Simulation Models

Principles, Methods and Applications

Inbunden, Engelska, 2015

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

Utgivningsdatum2015-10-28
Mått155 x 235 x 21 mm
Vikt571 g
FormatInbunden
SpråkEngelska
SerieSimulation Foundations, Methods and Applications
Antal sidor252
Upplaga15001
FörlagSpringer International Publishing AG
ISBN9783319150987

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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.