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Murray-Smith

Testing and Validation of Computer Simulation Models

Principles, Methods and Applications

Medium: Buch
ISBN: 978-3-319-15098-7
Verlag: Springer
Erscheinungstermin: 28.10.2015
Lieferfrist: bis zu 10 Tage

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.


Produkteigenschaften


  • Artikelnummer: 9783319150987
  • Medium: Buch
  • ISBN: 978-3-319-15098-7
  • Verlag: Springer
  • Erscheinungstermin: 28.10.2015
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2015
  • Serie: Simulation Foundations, Methods and Applications
  • Produktform: Gebunden, HC runder Rücken kaschiert
  • Gewicht: 5266 g
  • Seiten: 252
  • Format (B x H x T): 160 x 241 x 21 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

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.