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001 978-3-319-15099-4
003 DE-He213
005 20200421112040.0
007 cr nn 008mamaa
008 151008s2015 gw | s |||| 0|eng d
020 _a9783319150994
_9978-3-319-15099-4
024 7 _a10.1007/978-3-319-15099-4
_2doi
050 4 _aQA76.9.C65
072 7 _aUGK
_2bicssc
072 7 _aCOM072000
_2bisacsh
082 0 4 _a003.3
_223
100 1 _aMurray-Smith, David J.
_eauthor.
245 1 0 _aTesting and Validation of Computer Simulation Models
_h[electronic resource] :
_bPrinciples, Methods and Applications /
_cby David J. Murray-Smith.
250 _a1st ed. 2015.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aXIV, 252 p. 56 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSimulation Foundations, Methods and Applications,
_x2195-2817
505 0 _aAn 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 _aThis 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 _aComputer science.
650 0 _aHuman physiology.
650 0 _aMicroprogramming.
650 0 _aComputer simulation.
650 0 _aComputer science
_xMathematics.
650 0 _aComputer mathematics.
650 0 _aApplied mathematics.
650 0 _aEngineering mathematics.
650 1 4 _aComputer Science.
650 2 4 _aSimulation and Modeling.
650 2 4 _aMathematical Applications in Computer Science.
650 2 4 _aAppl.Mathematics/Computational Methods of Engineering.
650 2 4 _aControl Structures and Microprogramming.
650 2 4 _aHuman Physiology.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319150987
830 0 _aSimulation Foundations, Methods and Applications,
_x2195-2817
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-15099-4
912 _aZDB-2-SCS
942 _cEBK
999 _c56602
_d56602