Testing And Validation Of Computer Simulation Models

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Testing And Validation Of Computer Simulation Models

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Author : David J. Murray-Smith
language : en
Publisher:
Release Date : 2015

Testing And Validation Of Computer Simulation Models written by David J. Murray-Smith and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with categories.

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.

Toward Validation Of Computer Simulation Models In Operational Test And Evaluation

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Author : James M. Arnett (CAPT, USAF.)
language : en
Publisher:
Release Date : 1979

Toward Validation Of Computer Simulation Models In Operational Test And Evaluation written by James M. Arnett (CAPT, USAF.) and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with Testing categories.

Toward Validation Of Computer Simulation Models In Operational Test And Evaluation

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Author : James M. Arnett
language : en
Publisher:
Release Date : 1979

Toward Validation Of Computer Simulation Models In Operational Test And Evaluation written by James M. Arnett and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1979 with categories.

Validation of complex computer simulations is considered in the context of the operational test and evaluation of the air launched cruise missile. Published literature on validation is reviewed. Validation is described as a problem-dependent process. The goal of that process is an acceptable level of confidence that the actual and simulated data agree closely enough for an inference about the simulation to be a valid inference about the actual system. The cost of accepting a given level of confidence must be balanced against the cost of obtaining a higher level. Experimental design is seen as the key to obtaining the maximum amount of information from a limited number of test runs and is discussed. The following approach to validity is suggested. Use a screening design to identify the few, most-important variables in the simulation. Use a more complete design to specify parameter/level combinations for simulated and actual data comparison. Finally, explicitly incorporate decision analysis in judging the validity of the model based on that comparison and the use that will be made of the simulation results. A fractional factorial design is used to screen out the important factors from the clutter and multipath sub-model in TAC ZINGER. (Author).

2001 Summer Computer Simulation Conference

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Author : William F. Waite
language : en
Publisher:
Release Date : 2001

2001 Summer Computer Simulation Conference written by William F. Waite and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Computer simulation categories.

Verification And Validation For Modeling And Simulation

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Author : Jeffrey Strickland
language : en
Publisher: Lulu.com
Release Date : 2014-12-08

Verification And Validation For Modeling And Simulation written by Jeffrey Strickland and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-08 with Technology & Engineering categories.

This work began when I was appointed as a Technical Director for Modeling and Simulation (M&S) Verification and Validation (V&V) for a major defense system in 2008. It is intended to provide the nuts and bolts of performing M&S V&V in one volume. It is not intended to provide a holistic approach to M&S V&V, as that can be derived from other sources. As such, this book assumes a basic understanding of V&V, including its place in the lifecycle, its purpose and its scope for ensuring the quality of models and simulations. During the process of developing this text, the Simulation Interoperability Standards Organization (SISO) completed SISO-GUIDE-001.2-2013, Guide for Generic Methodology for Verification and Validation (GM-VV) to Support Acceptance of Models, Simulations, and Data, 2 Volumes, June 2013. The guide does serve the purpose not covered by this book. This text provides procedural details for performing V&V. The procedures are static, dynamic and informal.

Evaluation Of Policy Simulation Models

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Author : Robert E. Pugh
language : en
Publisher: Washington : Information Resources Press
Release Date : 1977

Evaluation Of Policy Simulation Models written by Robert E. Pugh and has been published by Washington : Information Resources Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1977 with Computers categories.

Modeling And Simulation

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Author :
language : en
Publisher:
Release Date : 1980

Modeling And Simulation written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1980 with Computer simulation categories.

Simulation Validation

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Author : Peter L. Knepell
language : en
Publisher: John Wiley & Sons
Release Date : 1993-06-13

Simulation Validation written by Peter L. Knepell and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993-06-13 with Computers categories.

Helps you ensure that your simulations are appropriate representations of real-world systems. The book concentrates on the differentiation between the assessment of a simulation tool and the verification and validation of general software products. It is a systematic, procedural, practical guide that you can use to enhance the credibility of your simulation models. In addition, it is a valuable reference book and a road map for software developers and quality assurance experts, or as a text for simulation methodology and software engineering courses. This book details useful assessment procedures and phases, discusses ways to tailor the methodology for specific situations and objectives, and provides numerous assessment aids. The reader can use these aids to support ongoing assessments over the entire life cycle of the model.

Computer Simulation For Quality Assurance In Asphaltic Concrete Production

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Author : Norman F. Bolyea
language : en
Publisher:
Release Date : 1969

Computer Simulation For Quality Assurance In Asphaltic Concrete Production written by Norman F. Bolyea and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1969 with Asphalt concrete categories.

The New York State Department of Transportation's Engineering Research and Development Bureau has developed a computer simulation of asphaltic concrete production, for evaluation and improvement of quality assurance. As far as can be determined, this is the first simulation directed towards formulating a quality assurance program for blending of bulk materials. The model consists of a set of random data generators simulating hot bin and final mix gradations. Drift from the plant mean caused by production fluctuations can be introduced into the process, with the drift's starting pint, duration, and magnitude determined randomly. Operating characteristics are determined for any quality assurance method by simulating numerous and different plants--which are representative of normal production--and by adjusting quality assurance parameters for various testing strategies. With the increasing complexity of testing schemes, evaluation by simulation is the only feasible method of analysis. This technique is used to develop operating characteristic data for a quality assurance program as applied to standard top course mix. The basic model is in generalized form, with all mix characteristics entered by the user. It is applicable to any mix for which proper distributions can be formulated. The program is written in FORTRAN IV, and with only minor file card adjustments, may be run on either the Burroughs B5000 or the IBM 360 computers. This discussion briefly covers the background of the computer simulation and evaluation of one proposed quality assurance program. A full report on building the simulation model, along with program listings, is also available for the engineer who is familiar with statistical methods.

Proceedings Of The Winter Simulation Conference

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Author :
language : en
Publisher:
Release Date : 2002

Proceedings Of The Winter Simulation Conference written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Digital computer simulation categories.