Murray-Smith

Testing and Validation of Computer Simulation Models

Principles, Methods and Applications

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eBook. PDF

eBook

2015

252 S. XIV, 252 p. 56 illus..

In englischer Sprache

Springer International Publishing. ISBN 978-3-319-15099-4

Produktbeschreibung

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 for readers to use in model validation and testing exercises
  • 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, emphasizing the practical importance of more theoretical concepts such as identifiability and test input design
  • Offers supplementary material at an associated website, including links for readers without prior experience in this field to expand their background knowledge

This highly useful, hands-on work will be of great benefit to practitioners and professionals who use simulation and modeling techniques in their work, as well as to students in graduate-level courses on modeling and simulation.

Dr. David Murray-Smith is an Emeritus Professor and Honorary Senior Research Fellow at the University of Glasgow.

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