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

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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.

This is a digital product.

Testing and Validation of Computer Simulation Models: Principles, Methods and Applications is written by David J. Murray-Smith and published by Springer. The Digital and eTextbook ISBNs for Testing and Validation of Computer Simulation Models are 9783319150994, 3319150995 and the print ISBNs are 9783319150987, 3319150987.