Testing and Validation of Computer Simulation Models: Principles, Methods and Applications [1 ed.] 978-3-319-15098-7, 978-3-319-15099-4, 127-127-128-1
This must-read text/reference provides a practical guide to processes involved in the development and application of dyn
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English Pages XIV, 252 [258] Year 2015
Table of contents :
Front Matter....Pages i-xiv
An Introduction to Simulation Models and the Modelling Process....Pages 1-18
Concepts of Simulation Model Testing, Verification and Validation....Pages 19-33
Measures of Quality for Model Validation....Pages 35-48
Sensitivity Analysis for Model Evaluation....Pages 49-60
Experimental Data for Model Validation....Pages 61-76
Methods of Model Verification....Pages 77-83
Methods for the Invalidation/Validation of Simulation Models....Pages 85-111
Management Issues Within Simulation Model Development and Testing....Pages 113-125
Case Study: Development and Testing of a Simulation Model of Two Interconnected Vessels....Pages 127-145
Case Study: Model Validation and Experiment Design for Helicopter Simulation Model Development and Applications....Pages 147-173
Case Study: Compartmental Modelling of the Gas-Exchange Processes of the Human Lungs....Pages 175-201
Case Study: Modelling of Elements of the Neuromuscular Systems Involved in Regulation of Posture and Control of Movement....Pages 203-231
Further Discussion....Pages 233-243
Back Matter....Pages 245-252
Front Matter....Pages i-xiv
An Introduction to Simulation Models and the Modelling Process....Pages 1-18
Concepts of Simulation Model Testing, Verification and Validation....Pages 19-33
Measures of Quality for Model Validation....Pages 35-48
Sensitivity Analysis for Model Evaluation....Pages 49-60
Experimental Data for Model Validation....Pages 61-76
Methods of Model Verification....Pages 77-83
Methods for the Invalidation/Validation of Simulation Models....Pages 85-111
Management Issues Within Simulation Model Development and Testing....Pages 113-125
Case Study: Development and Testing of a Simulation Model of Two Interconnected Vessels....Pages 127-145
Case Study: Model Validation and Experiment Design for Helicopter Simulation Model Development and Applications....Pages 147-173
Case Study: Compartmental Modelling of the Gas-Exchange Processes of the Human Lungs....Pages 175-201
Case Study: Modelling of Elements of the Neuromuscular Systems Involved in Regulation of Posture and Control of Movement....Pages 203-231
Further Discussion....Pages 233-243
Back Matter....Pages 245-252
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