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Testing and validation of computer simulation models : principles, methods and applications

Author: D J Murray-Smith
Publisher: Cham : Springer, [2015] ©2015
Series: Simulation foundations, methods and applications.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
David J. Murray-Smith.
Testing and Validation of Computer Simulation Models
(OCoLC)921827651
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: D J Murray-Smith
ISBN: 9783319150994 3319150995
OCLC Number: 923734672
Description: 1 online resource (xiv, 252 pages) : illustrations.
Contents: An Introduction to Simulation Models and the Modelling Process --
Concepts of Simulation Model Testing, Verification and Validation --
Measures of Quality for Model Validation --
Sensitivity Analysis for Model Evaluation --
Experimental Data for Model Validation --
Methods of Model Verification --
Methods for the Invalidation/Validation of Simulation Models --
Management Issues within Simulation Model Development and Testing --
Case Study: Development and Testing of a Simulation Model of Two Interconnected Vessels --
Case Study: Model Validation and Experiment Design for Helicopter Simulation Model Development and Applications --
Case Study: Compartmental Models of the Gas-Exchange Processes of the Human Lungs --
Case Study: Modelling of Elements of the Neuromuscular --
Systems Involved in the Regulation of Posture and Control of Movement --
Further Discussion.
Series Title: Simulation foundations, methods and applications.
Responsibility: David J. Murray-Smith.

Abstract:

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,  Read more...

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