Description
Testing and Validation of Computer Simulation Models, 1st ed. 2015
Principles, Methods and Applications
Simulation Foundations, Methods and Applications Series
Author: Murray-Smith David J.
Language: EnglishSubjects for Testing and Validation of Computer Simulation Models:
Keywords
Model Quality; System Simulation; Testing; Validation; Verification
105.49 €
In Print (Delivery period: 15 days).
Add to cart the print on demand of Murray-Smith David J.Publication date: 08-2016
Support: Print on demand
Publication date: 10-2015
252 p. · 15.5x23.5 cm · Hardback
Description
/li>Contents
/li>Biography
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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
Dr. David Murray-Smith is Emeritus Professor and Honorary Senior Research Fellow of the School of Engineering at the University of Glasgow, UK.
Examines practical issues of computer-model quality and validation—topics not covered adequately in other books
Extrapolates principles and methods, showing ties to applications in computer science, engineering and biomedicine
Provides detailed case studies, datasets and step-by-step examples to help readers see how the material is integrated