Testing and Validation of Computer Simulation Models (Record no. 56602)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 04534nam a22005775i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 978-3-319-15099-4 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20200421112040.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 151008s2015 gw | s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9783319150994 |
| -- | 978-3-319-15099-4 |
| 082 04 - CLASSIFICATION NUMBER | |
| Call Number | 003.3 |
| 100 1# - AUTHOR NAME | |
| Author | Murray-Smith, David J. |
| 245 10 - TITLE STATEMENT | |
| Title | Testing and Validation of Computer Simulation Models |
| Sub Title | Principles, Methods and Applications / |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2015. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | XIV, 252 p. 56 illus. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Simulation Foundations, Methods and Applications, |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Remark 2 | 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. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | 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. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| General subdivision | Mathematics. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | http://dx.doi.org/10.1007/978-3-319-15099-4 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | eBooks |
| 264 #1 - | |
| -- | Cham : |
| -- | Springer International Publishing : |
| -- | Imprint: Springer, |
| -- | 2015. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer science. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Human physiology. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Microprogramming. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer simulation. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer science |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer mathematics. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Applied mathematics. |
| 650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Engineering mathematics. |
| 650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Computer Science. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Simulation and Modeling. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Mathematical Applications in Computer Science. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Appl.Mathematics/Computational Methods of Engineering. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Control Structures and Microprogramming. |
| 650 24 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
| -- | Human Physiology. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
| -- | 2195-2817 |
| 912 ## - | |
| -- | ZDB-2-SCS |
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