國立虎尾科技大學 |

Testing and validation of computer simulation models = principles, methods and applications /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Testing and validation of computer simulation models/ by David J. Murray-Smith.
其他題名:	principles, methods and applications /
作者:	Murray-Smith, David J.
出版者:	Cham :Imprint: Springer, : 2015.,
面頁冊數:	xiv, 252 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Human Physiology. -
電子資源:	http://dx.doi.org/10.1007/978-3-319-15099-4
ISBN:	9783319150994

Testing and validation of computer simulation models = principles, methods and applications /
Murray-Smith, David J.

Testing and validation of computer simulation modelsprinciples, methods and applications /[electronic resource] :by David J. Murray-Smith. - Cham :Imprint: Springer,2015. - xiv, 252 p. :ill., digital ;24 cm. - Simulation foundations, methods and applications,2195-2817. - Simulation foundations, methods and applications..

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.

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.

ISBN: 9783319150994

Standard No.: 10.1007/978-3-319-15099-4doiSubjects--Topical Terms:

668349
Human Physiology.

LC Class. No.: QA76.9.C65

Dewey Class. No.: 003.3

Testing and validation of computer simulation models = principles, methods and applications /
LDR:03544nam a2200325 a 4500 001 838148
003 DE-He213
005 20160421161617.0
006 m d
007 cr nn 008maaau
008 160616s2015 gw s 0 eng d
020 $a 9783319150994 $q (electronic bk.)
020 $a 9783319150987 $q (paper)
024 7 $a 10.1007/978-3-319-15099-4 $2 doi
035 $a 978-3-319-15099-4
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.C65
072 7 $a UGK $2 bicssc
072 7 $a COM072000 $2 bisacsh
082 0 4 $a 003.3 $2 23
090 $a QA76.9.C65 $b M981 2015
100 1 $a Murray-Smith, David J. $3 1069137
245 1 0 $a Testing and validation of computer simulation models $h [electronic resource] : $b principles, methods and applications / $c by David J. Murray-Smith.
260 $a Cham : $c 2015. $b Imprint: Springer, $b Springer International Publishing :
300 $a xiv, 252 p. : $b ill., digital ; $c 24 cm.
490 1 $a Simulation foundations, methods and applications, $x 2195-2817
505 0 $a 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 $a 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 2 4 $a Human Physiology. $3 668349
650 2 4 $a Control Structures and Microprogramming. $3 669788
650 2 4 $a Appl.Mathematics/Computational Methods of Engineering. $3 669335
650 2 4 $a Mathematical Applications in Computer Science. $3 815331
650 2 4 $a Simulation and Modeling. $3 669249
650 1 4 $a Computer Science. $3 593922
650 0 $a Simulation methods. $3 677323
650 0 $a Computer simulation. $3 560190
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer eBooks
830 0 $a Simulation foundations, methods and applications. $3 1069130
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-15099-4
950 $a Computer Science (Springer-11645)