Testing and Validation of Computer Simulation Models
Principles, Methods and Applications
(Sprache: Englisch)
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. Illustrative example problems...
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Klappentext zu „Testing and Validation of Computer Simulation Models “
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. Illustrative example problems in continuous system simulation are presented throughout the book, supported by extended case studies from a number of interdisciplinary applications. Topics and features: provides an emphasis on practical issues of model quality and validation, along with questions concerning the management of simulation models, the use of model libraries, and generic models; contains numerous step-by-step examples; presents detailed case studies, often with accompanying datasets; includes discussion of hybrid models, which involve a combination of continuous system and discrete-event descriptions; examines experimental modeling approaches that involve system identification and parameter estimation; offers supplementary material at an associated website.
Inhaltsverzeichnis zu „Testing and Validation of Computer Simulation Models “
- 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
Autoren-Porträt von David J. Murray-Smith
Dr. David Murray-Smith is Emeritus Professor and Honorary Senior Research Fellow of the School of Engineering at the University of Glasgow, UK.
Bibliographische Angaben
- Autor: David J. Murray-Smith
- 2015, 1st ed. 2015, XIV, 252 Seiten, Maße: 16 x 24,1 cm, Gebunden, Englisch
- Verlag: Springer, Berlin
- ISBN-10: 3319150987
- ISBN-13: 9783319150987
- Erscheinungsdatum: 28.10.2015
Sprache:
Englisch
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