Download Testing and Validation of Computer Simulation Models PDF

TitleTesting and Validation of Computer Simulation Models
Sub TitlePrinciples, Methods and Applications (Simulation Foundations, Methods and Applications)
AuthorDavid J. Murray-Smith
CategoryComputer & Programming
LanguageEnglish
Region
TagsComputer Science
ISBN3319150987
Year2015
FormatPDF
Pages252
File Size5.2 MB
Total Download56
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; 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.

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