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

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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Murray-Smith, David J. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:Simulation Foundations, Methods and Applications,
Temas:
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.