Testing and Validation of Computer Simulation Models Principles, Methods and Applications /

• Main Author: Murray-Smith, David J. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Edition: 1st ed. 2015.
• Series: Simulation Foundations, Methods and Applications,
• Subjects: Computer science.; Human physiology.; Microprogramming.; Computer simulation.; Computer science > Mathematics.; Computer mathematics.; Applied mathematics.; Engineering mathematics.; Computer Science.; Simulation and Modeling.; Mathematical Applications in Computer Science.; Appl.Mathematics/Computational Methods of Engineering.; Control Structures and Microprogramming.; Human Physiology.

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 presente...

Table of Contents:

• 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.