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

Name: Testing and Validation of Computer Simulation Models: Principles, Methods and Applications
Brand: Springer
SKU: 9783319150987
Price: 7267.0 INR
Availability: InStock

by David J. Murray-Smith

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ISBN13: 9783319150987
Binding: Hardcover
Subject: N/A
Publisher: Springer
Publisher Imprint: Springer
Publication Date: October 28, 2015
Pages: 252
Original Price: EUR 99.99
Language: English
Edition: 2015
Item Weight: 554 grams
BISAC Subject(s): Computer Simulation, Applied, and Computer Architecture

About The Book

From the Back Cover

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.

About The Author

Dr. David Murray-Smith is Emeritus Professor and Honorary Senior Research Fellow of the School of Engineering at the University of Glasgow, UK.

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