David J Murray-Smith

(Author)

Testing and Validation of Computer Simulation Models: Principles, Methods and Applications (2015)Hardcover - 2015, 28 October 2015

Testing and Validation of Computer Simulation Models: Principles, Methods and Applications (2015)
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Part of Series
Simulation Foundations, Methods and Applications
Print Length
252 pages
Language
English
Publisher
Springer
Date Published
28 Oct 2015
ISBN-10
3319150987
ISBN-13
9783319150987

Description

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.

Product Details

Author:
David J Murray-Smith
Book Edition:
2015
Book Format:
Hardcover
Country of Origin:
NL
Date Published:
28 October 2015
Dimensions:
23.39 x 15.6 x 1.6 cm
ISBN-10:
3319150987
ISBN-13:
9783319150987
Language:
English
Location:
Cham
Pages:
252
Publisher:
Weight:
553.38 gm

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