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Testing and Validation of Computer Simulation Models

Name: Testing and Validation of Computer Simulation Models
Brand: Springer International Publishing AG
SKU: 09155905
Price: 107.29 EUR
Availability: InStock
Author: David J. Murray-Smith
ISBN: 9783319150987

Principles, Methods and Applications

David J. Murray-Smith

Language

English

Book Hardback

Libristo code: 09155905

Publishers Springer International Publishing AG, October 2015

This book provides an overview of methods for the development of computer simulation models, mostly... Full description

Libristo code: 09155905

263 b

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This book provides an overview of methods for the development of computer simulation models, mostly in the context of nonlinear continuous system simulation techniques. Hybrid models, which involve a combination of continuous system and discrete-event descriptions and arise, for example, in computer-based control systems are also considered. Emphasis is placed on issues of model quality, simulation model verification, model validation and other aspects of model testing and evaluation. Experimental modelling approaches involving system identification and parameter estimation are emphasised, along with more theoretical concepts such identifiability. Illustrative examples are used throughout all sections of the book to help explain ideas and, in addition, several more extended case studies are included.